946 Metadata Jobs - Page 16

Career Category Engineering Job Description ABOUT AMGEN Amgen harnesses the best of biology and technology to fight the world s toughest diseases and make people s lives easier, fuller and longer. We discover, develop, manufacture and deliver innovative medicines to help millions of patients. Amgen helped establish the biotechnology industry more than 40 years ago and remains on the cutting-edge of innovation, using technology and human genetic data to push beyond what s known today. ABOUT THE ROLE Role Description: The External Data Analyst will be responsible for optimizing spend and reuse of external data. This role is responsible for maintaining a data catalog with harmonized metadata across functions to increase visibility, promote reuse, and lower the annual spend. The External Data Analyst will assess investments in external data and will provide recommendations to the Enterprise Data Council to inform investment approval. This role will work with Global Strategic Sourcing and the Cyber Security Team to standardize contracting of data purchases. The External Data Analyst will also work closely with the data engineering team and external data providers to manage the lifecycle of the data assets. This role will be responsible for co-defining and operationalizing the business process to capture metadata related to the forecast of data purchases. The person in this role will coordinate activities at the tactical level, interpreting Enterprise Data Council direction and defining operational level impact deliverables and actions to maximize data investments. Roles & Responsibilities: Responsible for cataloging all external data assets, including the harmonization of metadata to increase reuse and inform future data acquisitions. Co-develop and maintain the process to consistently capture external data purchase forecast, focusing on generating the required metadata to support KPIs and reporting. Responsible for working with Global Strategic Sourcing and Cyber Security teams to standardize data contracts to enable the reuse of data assets across functions. In partnership with functional data SMEs, develop internal expertise on the content of external data to increase reuse across teams. This includes, but is not limited to, participating in data seminars to bring together data SMEs from all functions to increase data literacy. In partnership with the Data Engineering team, design data standardization rules to make external data FAIR from the start. Maintain the quality of data. In partnership with the Data Privacy and Policy team develop and operationalize data access controls to adhere to the terms of the data contracts to ensure data access controls, compliance, and security requirements are enforced. Maintain policies and ensure compliance with data privacy, security, and contractual policies Publish metrics to measure effectiveness of data reuse, data literacy and reduction in data spend. Functional Skills: Must-Have Skills: Experience managing external data assets used in the life-science industry (e. g. , Claims, EHR, etc. ) Experience working with data providers, supporting negotiations and vendor management activities. Technical data management skills with in-depth knowledge of Pharma data standards and regulations. Aware of industry trends and priorities and can apply to governance and policies. Experience with data products development life cycle, including the enablement of data dictionaries, business glossary to increase data products reusability and data literacy. Good-to-Have Skills: Ability to successfully execute complex projects in a fast-paced environment and in managing multiple priorities effectively. Ability to manage projects or departmental budgets. Experience with modelling tools (e. g. , Visio). Basic programming skills, experience in data visualization and data modeling tools. Experience working with agile development methodologies such as Scaled Agile. Soft Skills: Ability to build business relationships and understand end-to-end data use and needs. Excellent interpersonal skills (team player). People management skills either in matrix or direct line function. Strong verbal and written communication skills Ability to work effectively with global, virtual teams High degree of initiative and self-motivation. Ability to manage multiple priorities successfully. Team-oriented, with a focus on achieving team goals Good presentation and public speaking skills. Strong attention to detail, quality, time management and customer focus. Basic Qualifications: Master s degree with 8 - 10 years of experience in Business, Engineering, IT or related field OR Bachelor s degree with 8 - 12 years of experience in Business, Engineering, IT or related field OR Diploma with 14 - 16 years of experience in Business, Engineering, IT or related field EQUAL OPPORTUNITY STATEMENT We will ensure that individuals with disabilities are provided with reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request and accommodation. Ready to Apply for the Job We highly recommend utilizing Workdays robust Career Profile feature to complete the application process. A link to update your profile is available when you click Apply . You can then complete your Workday profile in minutes with the Upload My Experience functionality to upload an updated copy of your resume or you can simply edit the individual sections of your Career Profile. Please note that you should be in your current position for at least 18 months before applying to internal positions. Staff must notify their current manager if invited for an interview. In addition, Staff are ineligible to apply for open positions if (a) their performance is currently being managed on a performance improvement plan (PIP) or other locally utilized formal coaching document or (b) their most recent performance rating was not a Partially Meets Expectations or higher. Please visit our Internal Transfer Guidelines for more detailed information GCF Level GCF Level 05A .

Collateral Servicing Specialist Team Member, a pivotal role within our Collateral group. This essential position is designed to deliver on specific tasks and requirements, making it a crucial part of our team. As a Collateral Servicing Specialist, you will gain valuable exposure to various aspects of operating a banking office, contributing to the seamless functioning and success of our financial services. Join us to play an integral role in our dynamic and collaborative environment. Job Summary As a Collateral Servicing Specialist Team Member within the Collateral group, you will be responsible for executing all assigned tasks while ensuring compliance with Service Level Agreements (SLAs). The specialist is accountable to review Collateral loan documents. The process involves review of collaterals perfecting the lien and indexing it adhering to business SLA. The responsibility also involves capturing FRBNY, Core and Business metadata by interpreting language within legal documents. Post the review of the documents the team is also responsible to pledge loans to FRBNY. This position offers a unique opportunity to enhance your skills in monitoring and servicing collateral and to make a significant impact on our operations. Job Responsibilities Adhere to established QUALITY & QUANTITY SLAs consistently. Ensure 100% compliance with process-related policies, guidelines, and controls. Manage the review of collateral documents, research client exposure, and process releases efficiently. Liaise with bank departments and external contacts, including Borrowers and Trustees. Complete all collateral processing within the SLA on the same day. Serve as the SME and first internal POC for process-related queries and clarifications. Act as the first point of escalation for process-related issues from customers. Pay attention to detail to ensure all documents are processed correctly. Identify changes to processes to improve productivity and efficiency. Required qualifications, skills, and capabilities Hold a Bachelor s degree in Finance or a related field, or possess equivalent work experience. Minimum 6 months of experience in the Financial Services industry with a proven track record of delivery. Exhibit strong research, analytical, and comprehension skills to analyze large data sets. Manage clients effectively, build partnerships, and lead while dealing with multiple stakeholders simultaneously. Utilize effective time management and prioritization skills to achieve business objectives. Communicate effectively with strong interpersonal and analytical skills, working independently on multiple assignments. Preferred qualifications, skills, and capabilities Build relationships with clients, internal partners, and peers effectively. Recognize issues or problems that need to be escalated promptly. Develop domain learning and exhibit strong interpersonal and communication skills. Apply analytical thinking and problem-solving skills effectively. Understand the product lifecycle and area product management thoroughly. Collateral Servicing Specialist Team Member, a pivotal role within our Collateral group. This essential position is designed to deliver on specific tasks and requirements, making it a crucial part of our team. As a Collateral Servicing Specialist, you will gain valuable exposure to various aspects of operating a banking office, contributing to the seamless functioning and success of our financial services. Join us to play an integral role in our dynamic and collaborative environment. Job Summary As a Collateral Servicing Specialist Team Member within the Collateral group, you will be responsible for executing all assigned tasks while ensuring compliance with Service Level Agreements (SLAs). The specialist is accountable to review Collateral loan documents. The process involves review of collaterals perfecting the lien and indexing it adhering to business SLA. The responsibility also involves capturing FRBNY, Core and Business metadata by interpreting language within legal documents. Post the review of the documents the team is also responsible to pledge loans to FRBNY. This position offers a unique opportunity to enhance your skills in monitoring and servicing collateral and to make a significant impact on our operations. Job Responsibilities Adhere to established QUALITY & QUANTITY SLAs consistently. Ensure 100% compliance with process-related policies, guidelines, and controls. Manage the review of collateral documents, research client exposure, and process releases efficiently. Liaise with bank departments and external contacts, including Borrowers and Trustees. Complete all collateral processing within the SLA on the same day. Serve as the SME and first internal POC for process-related queries and clarifications. Act as the first point of escalation for process-related issues from customers. Pay attention to detail to ensure all documents are processed correctly. Identify changes to processes to improve productivity and efficiency. Required qualifications, skills, and capabilities Hold a Bachelor s degree in Finance or a related field, or possess equivalent work experience. Minimum 6 months of experience in the Financial Services industry with a proven track record of delivery. Exhibit strong research, analytical, and comprehension skills to analyze large data sets. Manage clients effectively, build partnerships, and lead while dealing with multiple stakeholders simultaneously. Utilize effective time management and prioritization skills to achieve business objectives. Communicate effectively with strong interpersonal and analytical skills, working independently on multiple assignments. Preferred qualifications, skills, and capabilities Build relationships with clients, internal partners, and peers effectively. Recognize issues or problems that need to be escalated promptly. Develop domain learning and exhibit strong interpersonal and communication skills. Apply analytical thinking and problem-solving skills effectively. Understand the product lifecycle and area product management thoroughly.

Collateral Servicing Specialist Operations Analyst, a pivotal role within our Collateral group. This essential position is designed to deliver on specific tasks and requirements, making it a crucial part of our team. As a Collateral Servicing Specialist, you will gain valuable exposure to various aspects of operating a banking office, contributing to the seamless functioning and success of our financial services. Join us to play an integral role in our dynamic and collaborative environment. Job Summary As a Collateral Servicing Specialist Operations Analyst within the Collateral group, you will be responsible for executing all assigned tasks while ensuring compliance with Service Level Agreements (SLAs). The specialist is accountable to review Collateral loan documents. The process involves review of collaterals perfecting the lien and indexing it adhering to business SLA. The responsibility also involves capturing FRBNY, Core and Business metadata by interpreting language within legal documents. Post the review of the documents the team is also responsible to pledge loans to FRBNY. This position offers a unique opportunity to enhance your skills in monitoring and servicing collateral and to make a significant impact on our operations. Job Responsibilities Adhere to established QUALITY & QUANTITY SLAs consistently. Ensure 100% compliance with process-related policies, guidelines, and controls. Manage the review of collateral documents, research client exposure, and process releases efficiently. Liaise with bank departments and external contacts, including Borrowers and Trustees. Complete all collateral processing within the SLA on the same day. Serve as the SME and first internal POC for process-related queries and clarifications. Act as the first point of escalation for process-related issues from customers. Pay attention to detail to ensure all documents are processed correctly. Identify changes to processes to improve productivity and efficiency. Required qualifications, skills, and capabilities Hold a Bachelor s degree in Finance or a related field, or possess equivalent work experience. Minimum 2 years of experience in the Financial Services industry with a proven track record of delivery. Exhibit strong research, analytical, and comprehension skills to analyze large data sets. Manage clients effectively, build partnerships, and lead while dealing with multiple stakeholders simultaneously. Utilize effective time management and prioritization skills to achieve business objectives. Communicate effectively with strong interpersonal and analytical skills, working independently on multiple assignments. Preferred qualifications, skills, and capabilities Build relationships with clients, internal partners, and peers effectively. Recognize issues or problems that need to be escalated promptly. Develop domain learning and exhibit strong interpersonal and communication skills. Apply analytical thinking and problem-solving skills effectively. Understand the product lifecycle and area product management thoroughly. Collateral Servicing Specialist Operations Analyst, a pivotal role within our Collateral group. This essential position is designed to deliver on specific tasks and requirements, making it a crucial part of our team. As a Collateral Servicing Specialist, you will gain valuable exposure to various aspects of operating a banking office, contributing to the seamless functioning and success of our financial services. Join us to play an integral role in our dynamic and collaborative environment. Job Summary As a Collateral Servicing Specialist Operations Analyst within the Collateral group, you will be responsible for executing all assigned tasks while ensuring compliance with Service Level Agreements (SLAs). The specialist is accountable to review Collateral loan documents. The process involves review of collaterals perfecting the lien and indexing it adhering to business SLA. The responsibility also involves capturing FRBNY, Core and Business metadata by interpreting language within legal documents. Post the review of the documents the team is also responsible to pledge loans to FRBNY. This position offers a unique opportunity to enhance your skills in monitoring and servicing collateral and to make a significant impact on our operations. Job Responsibilities Adhere to established QUALITY & QUANTITY SLAs consistently. Ensure 100% compliance with process-related policies, guidelines, and controls. Manage the review of collateral documents, research client exposure, and process releases efficiently. Liaise with bank departments and external contacts, including Borrowers and Trustees. Complete all collateral processing within the SLA on the same day. Serve as the SME and first internal POC for process-related queries and clarifications. Act as the first point of escalation for process-related issues from customers. Pay attention to detail to ensure all documents are processed correctly. Identify changes to processes to improve productivity and efficiency. Required qualifications, skills, and capabilities Hold a Bachelor s degree in Finance or a related field, or possess equivalent work experience. Minimum 2 years of experience in the Financial Services industry with a proven track record of delivery. Exhibit strong research, analytical, and comprehension skills to analyze large data sets. Manage clients effectively, build partnerships, and lead while dealing with multiple stakeholders simultaneously. Utilize effective time management and prioritization skills to achieve business objectives. Communicate effectively with strong interpersonal and analytical skills, working independently on multiple assignments. Preferred qualifications, skills, and capabilities Build relationships with clients, internal partners, and peers effectively. Recognize issues or problems that need to be escalated promptly. Develop domain learning and exhibit strong interpersonal and communication skills. Apply analytical thinking and problem-solving skills effectively. Understand the product lifecycle and area product management thoroughly.

As a Data Engineer specializing in geospatial data, your primary responsibility is to design, build, and maintain data infrastructure and systems that handle geospatial information effectively. You will work closely with cross-functional teams, including data scientists, geospatial analysts, and software engineers, to ensure that geospatial data is collected, processed, stored, and analyzed efficiently and accurately. About SatSure SatSure is a deep tech, decision Intelligence company that works primarily at the nexus of agriculture, infrastructure, and climate action creating an impact for the other millions, focusing on the developing world. We want to make insights from earth observation data accessible to all. If you are interested in working in an environment that focuses on the impact on society, driven by cutting-edge technology, and where you will be free to work on innovative ideas and be creative with no hierarchies, SatSure is the place for you. Key Responsibilities: Data Pipeline Development: Design and implement robust data pipelines to acquire, ingest, clean, transform, and process geospatial data from various sources such as satellites, aerial, drones, and geolocation services. Data Ingestion, Storage and Extraction: Develop data models and schemas tailored to geospatial data structures, ensuring optimal performance and scalability for storage and retrieval operations. Spatial Database Management: Manage geospatial databases, including both traditional relational databases (e.g., PostgreSQL with PostGIS extension) and NoSQL databases (e.g., MongoDB, Cassandra) to store and query spatial data efficiently. Geospatial Analysis Tools Integration: Integrate geospatial analysis tools and libraries (e.g., GDAL, GeoPandas, Fiona) into data processing pipelines and analytics workflows to perform spatial data analysis, visualization, and geoprocessing tasks. Geospatial Data Visualization: Collaborate with data visualization specialists to create interactive maps, dashboards, and visualizations that effectively communicate geospatial insights and patterns to stakeholders. (frontend related) Performance Optimization: Identify and address performance bottlenecks in data processing and storage systems, leveraging techniques such as indexing, partitioning, and parallelization to optimize geospatial data workflows. Data Quality Assurance: Implement data quality checks and validation procedures to ensure the accuracy, completeness, and consistency of geospatial data throughout the data lifecycle. Geospatial Data Governance: Establish data governance policies and standards specific to geospatial data, including metadata management, data privacy, and compliance with geospatial regulations and standards (e.g., INSPIRE, OGC). Collaboration and Communication: Collaborate with cross-functional teams to understand geospatial data requirements and provide technical expertise and support. Communicate findings, insights, and technical solutions effectively to both technical and non-technical stakeholders. Requirements: Must-have: Bachelors or Masters degree in Computer Science or a related field. 3-5 years of experience working in the field and deploying the pipelines in production. Strong programming skills in languages such as Python, Java, or Scala, with experience in geospatial libraries and frameworks (e.g., Rasterio, Shapely). Experience with distributed computing frameworks (e.g., Apache Spark, Airflow) and cloud-based data platforms (e.g., AWS, Azure, Google Cloud Platform). Familiarity with geospatial data formats and standards (e.g., GeoJSON, Shapefile, KML) and geospatial data visualization tools (e.g., Mapbox, Leaflet, Tableau). Strong analytical and problem-solving skills, with the ability to work with large and complex geospatial datasets. Good-to-have: Proficiency in SQL and experience with geospatial extensions for relational databases (e.g., PostGIS). E xcellent communication and collaboration skills, with the ability to work effectively in a cross-functional team environment. Nice to have experience with geospatial libraries such as Rasterio, Xarray, Geopandas, and GDAL. Nice to have Knowledge of distributed computing frameworks such as Dask. STAC, GeoParquet, Cloud native tools. Productionising Data Science code. The role of a Data Engineer for Geospatial Data is crucial in enabling organizations to leverage the power of geospatial information for various applications, including urban planning, environmental monitoring, transportation, agriculture, and emergency response. Benefits: Medical Health Cover for you and your family, including unlimited online doctor consultations Access to mental health experts for you and your family Dedicated allowances for learning and skill development Comprehensive leave policy with casual leaves, paid leaves, marriage leaves, bereavement leaves Twice a year appraisal Interview Process: Intro call Assessment Presentation Interview rounds (ideally up to 3-4 rounds) Culture Round / HR round

Join our Data team to architect and build the tools used to create new data-sources and monitor key production systems. This role offers hands-on exposure to the core datasets used by QRT, and will partner closely with other technology teams, quants, and traders, building systems that guarantee the integrity of our data and avoid trading losses. Your future role within QRT We re looking for a hands-on Data Engineer to join QRT. In this role you ll build out the tooling that manages and monitors production datasets, keeping them flowing, observable, and reliable. You ll work closely with other engineering teams and business stakeholders to deliver a mission-critical platform. Data Quality Tools Your key deliverable is to develop and maintain a platform which ensures the quality of our data-pipelines, and alerts stakeholders to critical production issues. Library Maintenance Maintain and improve shared libraries which are used by developers across the data-function and facilitate the rapid onboarding of new datasets. Cross-team Integrations Design, build, and document our integrations with other team s processes, which alert them to relevant issues with our data-pipelines. Observability & Monitoring Build out the observability stack (logs, metrics, tracing) to monitor our data assurance system, as well as other tools for the management of our data-pipeline lifecycle. Platform Support Support users in best practice usage of our tooling, migrate code to the latest standards as well as investigate, debug and resolve issues with our platform. Your present skillset You thrive at the intersection of software engineering, data operations, and DevOps. You re comfortable both architecting solutions and writing the code to deploy and maintain them, and you relish collaborating with diverse stakeholders to turn requirements into production-grade systems. 5+ years of hands-on experience in data engineering or data-adjacent engineering roles Strong software engineering fundamentals and proficiency in Python Experience with workflow orchestration frameworks (e.g. Argo, Celery, Airflow) Experience designing and implementing RESTful APIs and internal service integrations Experience with observability tools (e.g. Prometheus, Grafana, CloudWatch) Familiarity with Kubernetes, container orchestration, and cloud infrastructure (AWS preferred) Exposure to the front-end, particularly with regards to custom monitoring dashboards, is a plus Knowledge of data-quality frameworks (Soda/Great Expectations) is a plus Knowledge of ETL/ELT pipelines, and metadata management is a plus Excellent communication skills and a collaborative mindset to work effectively with other engineers, quants and traders Self-starter mentality with the ability to work autonomously within a globally distributed team QRT is an equal opportunity employer. We welcome diversity as essential to our success. QRT empowers employees to work openly and respectfully to achieve collective success. In addition to professional achievement, we are offering initiatives and programs to enable employees achieve a healthy work-life balance.

Job Title: Senior AI Engineer Location: Bengaluru, India - (Hybrid) At Reltio , we believe data should fuel business success. Reltio s AI-powered data unification and management capabilities encompassing entity resolution, multi-domain master data management (MDM), and data products transform siloed data from disparate sources into unified, trusted, and interoperable data. Reltio Data Cloud delivers interoperable data where and when its needed, empowering data and analytics leaders with unparalleled business responsiveness. Leading enterprise brands across multiple industries around the globe rely on our award-winning data unification and cloud-native MDM capabilities to improve efficiency, manage risk and drive growth. At Reltio, our values guide everything we do. With an unyielding commitment to prioritizing our Customer First , we strive to ensure their success. We embrace our differences and are Better Together as One Reltio. We are always looking to Simplify and Share our knowledge when we collaborate to remove obstacles for each other. We hold ourselves accountable for our actions and outcomes and strive for excellence. We Own It . Every day, we innovate and evolve, so that today is Always Better Than Yesterday . If you share and embody these values, we invite you to join our team at Reltio and contribute to our mission of excellence. Reltio has earned numerous awards and top rankings for our technology, our culture and our people. Reltio was founded on a distributed workforce and offers flexible work arrangements to help our people manage their personal and professional lives. If you re ready to work on unrivaled technology where your desire to be part of a collaborative team is met with a laser-focused mission to enable digital transformation with connected data, let s talk! Job Summary: As a Senior AI Engineer at Reltio, you will be a core part of the team responsible for building intelligent systems that enhance data quality, automate decision-making, and drive entity resolution at scale. You will work with cross-functional teams to design and deploy advanced AI/ML solutions that are production-ready, scalable, and embedded into our flagship data platform. This is a high-impact engineering role with exposure to cutting-edge problems in entity resolution, deduplication, identity stitching, record linking, and metadata enrichment . Job Duties and Responsibilities: Design, implement, and optimize state-of-the-art AI/ML models for solving real-world data management challenges such as entity resolution, classification, similarity matching, and anomaly detection. Work with structured, semi-structured, and unstructured data to extract signals and engineer intelligent features for large-scale ML pipelines. Develop scalable ML workflows using Spark, MLlib, PyTorch, TensorFlow, or MLFlow , with seamless integration into production systems. Translate business needs into technical design and collaborate with data scientists, product managers, and platform engineers to operationalize models. Continuously monitor and improve model performance using feedback loops, A/B testing, drift detection, and retraining strategies. Conduct deep dives into customer data challenges and apply innovative machine learning algorithms to address accuracy, speed, and bias. Actively contribute to research and experimentation efforts, staying updated with latest AI trends in graph learning, NLP, probabilistic modeling , etc. Document designs and present outcomes to both technical and non-technical stakeholders , fostering transparency and knowledge sharing. Skills You Must Have: Bachelor s or Master s degree in Computer Science, Machine Learning, Artificial Intelligence , or related field. PhD is a plus. 5+ years of hands-on experience in developing and deploying machine learning models in production environments. Proficiency in Python (NumPy, scikit-learn, pandas, PyTorch/TensorFlow) and experience with large-scale data processing tools ( Spark, Kafka, Airflow ). Strong understanding of ML fundamentals , including classification, clustering, feature selection, hyperparameter tuning, and evaluation metrics. Demonstrated experience working with entity resolution, identity graphs, or data deduplication . Familiarity with containerized environments (Docker, Kubernetes) and cloud platforms (AWS, GCP, Azure) Strong debugging, analytical, and communication skills with a focus on delivery and impact. Attention to detail, ability to work independently, and a passion for staying updated with the latest advancements in the field of data science Skills Good to Have: Experience with knowledge graphs, graph-based ML, or embedding techniques . Exposure to deep learning applications in data quality, record matching, or information retrieval . Experience building explainable AI solutions in regulated domains. Prior work in SaaS, B2B enterprise platforms , or data infrastructure companies . Why Join Reltio* Health & Wellness: Comprehensive Group medical insurance, including your parent,s with additional top-up options. Accidental Insurance Life insurance Free online unlimited doctor consultations An Employee Assistance Program (EAP) Work-Life Balance: 36 annual leaves, which include Sick leaves 18, Earned Leaves - 18 26 weeks of maternity leave, 15 days of paternity leave Very unique to Reltio - 01 week of additional off as recharge week every year globally Support for home office setup: Home office setup allowance. Stay Connected, Work Flexibly: Mobile & Internet Reimbursement No need to pack a lunch we ve got you covered with a free meal. And many more .. Reltio is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. Reltio is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities.

Responsibilities: * Optimize websites & ads for search engines * Manage digital marketing campaigns using SEO, SMO, Google Ads & Meta Ads * Monitor analytics & report results * Collaborate with team on campaign strategies Annual bonus

Key Responsibilities: Develop and implement data governance solutions using Informatica CDGC. Configure and manage metadata ingestion, lineage, and data cataloging functionalities. Collaborate with data stewards to define and enforce data governance policies and standards. Design and implement data quality rules and metrics to monitor and improve data accuracy. Integrate CDGC with other enterprise systems and data sources for seamless metadata management. Work with business users to capture and maintain business glossaries and data dictionaries. Conduct data profiling and analysis to support data governance initiatives. Provide training and support to users on leveraging CDGC for data governance and cataloging. Participate in solution design reviews, troubleshooting, and performance tuning. Stay updated with the latest trends and best practices in data governance and cataloging. Must-Have Skills: 4+ years of experience in data governance and cataloging, with at least 1 year on the Informatica CDGC platform. Proficiency in configuring and managing Informatica CDGC components. Ability to integrate CDGC with various data sources and enterprise systems. Experience in debugging issues & applying fixes in Informatica CDGC In depth understanding of Data Management landscape including technology landscape, standards, and best practices prevalent in data governance, metadata management, cataloging, data lineage, data quality, and data privacy. Familiarity with data management principles and practices in DMBOK. Experience in creating frameworks, policies and processes. Strong experimental mindset to drive innovation amidst uncertainty and solving problems. Strong experience in process improvements, hands-on operational management, and change management. Good-to-Have Skills: Certifications in Data Governance or related fields (e.g., DAMA-CDMP, DCAM, CDMC) or any Data Governance tool certification Experience in other Data Governance Tool like Collibra, Talend, Microsoft Purview, Atlan, Solidatus etc. Experience in working on RFPs, internal/external POVs, Accelerators and other frameworks Knowledge of data manipulation and data visualization tools Experiencing in designing solutions as an Architect on client use cases

Description Airbnb was born in 2007 when two Hosts welcomed three guests to their San Francisco home, and has since grown to over 4 million Hosts who have welcomed more than 1 billion guest arrivals in almost every country across the globe. Every day, Hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way. The Analytics Centre of Excellence (ACOE) at Airbnb, based in India, is a hub of knowledge and expertise that aims to provide data-driven decision-making, enabling Airbnb's business goals. The ACOE's vision is to build a world-class analytics organization that provides scalable analytics. We work with various business functions such as payments, trust, digital, customer support, hosting, sales, social, compliance, risk, platforms and partnership & economics. The ACOE's delivery framework is designed to provide relevant and contextual insights for data-driven decisions. This includes a one-stop solution for metrics, dashboards driving actionable insights, optimization of performance, measuring pre/post feature impact, sizing the ROI of opportunities, prioritization of opportunities, anomaly-driven alerting mechanisms, root cause analysis of metric deviation, and exploratory hypothesis testing. The Community You Will Join: We are looking for a Lead Business Analyst, Insights in our Analytics Centre of Excellence who works in the Hotels team. The analyst must have functional expertise in building analytical solutions and be a trusted partner to our product teams and business leaders, operations team through providing insights, recommendations, and enabling data driven decisions. This role is a part of the Hotels team, which includes HotelTonight. We are a fun, entrepreneurial team where you can have an outsized impact. Simplicity is at the core of our products. We pride ourselves on delivering the smoothest and most intuitive hotel booking experience for guests. HotelTonight, an Airbnb company, provides guests great hotels at amazing prices by helping hotel partners sell unsold inventory. The Difference You Will Make: Business Analyst will help set up a team at Airbnb with a focus on building a functional vision and championing the use of data in making key business decisions. A Typical Day: Build and update dashboards in Tableau and Looker to drive actionable insights and self-service for stakeholders. Acts as a consolidation point for all Supply related data analysis needs and data integrity issues. Investigates data quality issues reported by business and finds solutions/fixes Collaborates with data engineering and data science to investigate such data issues Interfaces with data engineering to drive prioritization and accountability of data needs. Build a case for necessary resources within data engineering to support Supply data needs. Ensures data quality and data integrity to manage Supply data assets to be analysis ready. Automate routine reporting to dashboards with advanced filtering and deep dive capabilities. Establish standards for metadata/ taxonomy, metrics, query, reports and scorecards. Creates specifications and generates reports and analysis mapping to business needs. Provide consultation and lead cross-functional teams to address business issues. Directly produce datasets and reports for analysis using databases and reporting tools. Push for continuous improvement when it comes to best in class data visualization. Ad-hoc reporting and analysis to support key Supply initiatives. Provide actionable data-driven recommendations to stakeholders’ business questions Stakeholder management: Develop measurement strategies and reporting of key business metrics for multiple audiences including senior leadership Collaborate with leaders and managers to determine and address data and reporting needs for various company projects Enable the function as an analytics consultant: Determine the meaning of data and explain how various teams and leaders can leverage it to improve and streamline their processes Prepare reports/dashboards/build actionable insights: Create, maintain, and communicate detailed reporting models to assist regional and global operations, managers Independently work on deep insightful analysis and advanced analytics Provide solutions to business problems through quick ad-hocs analysis with deep insights Provide robust analytical solutions through advanced/statistical analysis Your Expertise: A minimum of 8 years of overall experience. Graduate in Economics, Business, Engineering, or other quantitative focus. Expertise with Tableau with minimum 2 years experience in building enterprise level dashboards. Excellent SQL skills and expertise in Microsoft Excel and various business intelligence and analytical tools and comfortable using Git and Python Expert with using Google Suite i.e. Google Sheets, Google Slides. Passion for Data Visualization and driving user adoption of dashboards. Exposure/ expertise in Snowflake database and LookML Design and build data pipelines to automate flow of data from various sources to power dashboards and critical analyses Impeccable attention and commitment to creating clean reproducible code. Strong analytical capabilities & logic driven mindset. Understanding of data gathering, inspecting, cleansing, transforming, and modeling / diagramming techniques. Experience with data mining and cleaning, exploratory analysis, visualizations and metrics creation Rich experience in insightful data analytics and good knowledge of statistical analytics like random forest regression / variable importance determination Excellent time management skills and ability to prioritize work. Flexibility to adapt to changing requirements to meet stakeholder needs. Our Commitment To Inclusion & Belonging : Airbnb is committed to working with the broadest talent pool possible. We believe diverse ideas foster innovation and engagement, and allow us to attract creatively-led people, and to develop the best products, services and solutions. All qualified individuals are encouraged to apply. Hybrid Work Requirements & Expectations: To support productivity and maintain a professional hybrid work environment, employees are expected to adhere to the following: Workspace : A dedicated, quiet, and private workspace free from interruptions and external noise Internet Connectivity : During the working hours, maintain a minimum and consistent internet speed of 10 Mbps on your official devices to ensure reliability for work-related tasks, including calls and virtual meetings Professionalism: Employees must remain fully engaged, respectful, and maintain a professional presence during virtual meetings, with video participation required unless otherwise approved. Confidentiality & Security: Employees are responsible for protecting Airbnb’s Intellectual Property and Confidential Information. Work-related activities, including calls and meetings, must not be conducted in public places, while traveling, or in any setting that may compromise confidentiality or work quality.

Dear Candidates, We have an excellent Job Opportunity with V2Solutions. Below are the details: Job Title: Pre-Sales Leader Content Services Business Unit: Content Services Job Overview The Pre-Sales Leader for the Content Services business unit will drive the sales process for our content solutions, including content management and compliance platforms. This leader will work closely with sales, and content teams to design, present, and deliver solutions that address the evolving needs of organizations managing large-scale, intelligent content operations. Key Responsibilities Manage the pre-sales team focused on content services, ensuring high-quality support and customer engagement throughout the sales cycle. Collaborate with sales, and content delivery teams to design and present tailored solutions that address customer requirements in content moderation, management, and compliance. Stay current on industry trends, including AI-powered content solutions, automation, and regulatory requirements impacting content services. Prepare and deliver responses to RFPs/RFIs that highlight the value of our content services. Assess and qualify customer needs, budgets, and decision-making processes, with a focus on content workflows, digital transformation, and information governance. Build and maintain strong relationships with prospects and key stakeholders, acting as a consultative advisor on content strategy, supply chain optimization, and compliance. Provide ongoing feedback to content teams based on customer insights and emerging content services trends. Ensure seamless integration of content services solutions with enterprise systems (e.g., ERP, CRM) and support customers in digital transformation initiatives. Manage delivery of pre-sales activities, ensuring alignment with business goals and timelines. Required Skills and Qualifications • Proven experience leading pre-sales in content services, content management. Deep understanding of content services platforms, including document management, workflow automation, and compliance modules. Strong technical expertise in cloud-based solutions, AI-driven content management, and integration with enterprise platforms. Excellent communication, presentation, and stakeholder management skills, with the ability to translate complex content workflows into business value. Experience with RFP/RFI response, proposal development, and solution design. Familiarity with regulatory compliance, information governance, and content supply chain best practices in enterprise environments. Desired Experience 12+ years in pre-sales, or consulting roles, with at least 6 years in a leadership capacity within content services. Demonstrated success supporting sales teams in closing complex, content-centric enterprise deals. Experience working cross-functionally with sales, marketing, and content operations teams Interested candidates please share your resume on priyanka.singh@v2solutions.com or can connect on 9029160753 to discuss further on the opening.

We help the world run better At SAP, we enable you to bring out your best. Our company culture is focused on collaboration and a shared passion to help the world run better. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly collaborative, caring team environment with a strong focus on learning and development, recognition for your individual contributions, and a variety of benefit options for you to choose from. Meet your team We are a vibrant, self-motivated, and inclusive team that is ready to take on any challenges with a calm, positive and "can do" attitude. Aligned to SAP s Suite First Approach, as a part of our team you ll contribute to building and improving key integrations of SAP CPQ with SAP S/4HANA SAP CPQ (Configure Price Quote) is a cloud-based, multi-tenant application that supports B2B sales processes by enabling sales teams to configure complex products, negotiate discounts, and generate customer-facing quotes in PDF format. This role is a fantastic opportunity for developers to grow their skills while being mentored by experienced engineers in a supportive environment such as Private Cloud: Solution Quotation & Sales Order Public Cloud: Solution Order & Sales Order CPQ features like Quoting Engine: Market-leading quotation tool,Approval Engine & Notifications Dynamic UI: Fully customizable and extendable via metadata, scripting, and rules Scalable Infrastructure: Long running async jobs with Hangfire, webhook microservices powered by Kafka What youll do Our Tech Stack You ll have the opportunity to work with and learn from a modern stack that includes: Backend: ASP.NET MVC, Web API, .NET/.NET Core Frontend: Angular, TypeScript, KnockoutJS, RequireJS, Bootstrap Infrastructure & Tools: Kafka, Hangfire, MS SQL Our Tools and Methodologies Development: Visual Studio, Visual Studio Code, GitHub, Azure DevOps Collaboration: Slack, Jira, Confluence, Microsoft 365 Processes: Large Scale Scrum (LeSS), Design Thinking, regular code reviews What you bring 3 plus years of experience with a strong foundation in programming fundamentals and a willingness to learn .NET/C# Good written and verbal English skills Bonus: Familiarity with JavaScript frameworks and client-side technologies Experience in agile development/Scrum processes A team-oriented and collaborative mindset and the ability to thrive in team environments, contributing positively to shared goals and fostering a culture of cooperation and innovation. Bring out your best SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best. We win with inclusion SAP s culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone - regardless of background - feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential. We ultimately believe in unleashing all talent and creating a better and more equitable world. SAP is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to the values of Equal Employment Opportunity and provide accessibility accommodations to applicants with physical and/or mental disabilities. If you are interested in applying for employment with SAP and are in need of accommodation or special assistance to navigate our website or to complete your application, please send an e-mail with your request to Recruiting Operations Team: For SAP employees: Only permanent roles are eligible for the SAP Employee Referral Program, according to the eligibility rules set in the SAP Referral Policy . Specific conditions may apply for roles in Vocational Training. EOE AA M/F/Vet/Disability: Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, age, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability. Successful candidates might be required to undergo a background verification with an external vendor. Requisition ID: 430072 | Work Area: Software-Design and Development | Expected Travel: 0 - 10% | Career Status: Professional | Employment Type: Regular Full Time | Additional Locations: #LI-Hybrid. Requisition ID: 430072 Posted Date: Jul 2, 2025 Work Area: Software-Design and Development Career Status: Professional Employment Type: Regular Full Time Expected Travel: 0 - 10%

Job Summary We are seeking a skilled and motivated AWS Glue Data Engineer to join our data engineering team The ideal candidate will have handson experience designing and implementing scalable ETL pipelines using AWS Glue and a strong understanding of cloudbased data architecture You will play a key role in transforming raw data into actionable insights that drive business decisions Key Responsibilities Design develop and maintain ETL pipelines using AWS Databricks/Glue PySpark and other AWS services Collaborate with data scientists analysts and business stakeholders to understand data requirements Optimize data workflows for performance scalability and costefficiency Implement data quality checks validation and monitoring processes Integrate data from various sources including S3 RDS Redshift and external APIs Ensure data security and compliance with organizational and regulatory standards Document technical solutions and maintain data engineering best practices Required Qualifications Bachelors or Masters degree in Computer Science Engineering or a related field 3 years of experience in data engineering with at least 12 years using AWS Glue Proficiency in Python PySpark and SQL Strong understanding of AWS services such as S3 Lambda Redshift Athena and IAM Experience with data modeling data warehousing and big data technologies Familiarity with CICD pipelines and version control eg Git Preferred Qualifications AWS Certified Data Analytics or Solutions Architect certification Experience with orchestration tools like Apache Airflow or AWS Step Functions Knowledge of data governance and metadata management tools Exposure to DevOps practices and infrastructureascode eg CloudFormation Terraform What We Offer Competitive salary and benefits Flexible work environment Opportunities for professional growth and certification Collaborative and inclusive team culture

At Roche you can show up as yourself, embraced for the unique qualities you bring. Our culture encourages personal expression, open dialogue, and genuine connections, where you are valued, accepted and respected for who you are, allowing you to thrive both personally and professionally. This is how we aim to prevent, stop and cure diseases and ensure everyone has access to healthcare today and for generations to come. Join Roche, where every voice matters. The Position Senior Full Stack Developer - Optimized Study Design and Protocol Generation Throughout our 125-year history, Roche has grown into one of the world s largest biotech companies and a global supplier of transformative innovative solutions across major disease areas. We are looking for an IT specialist to join one of our teams in Roche Polska within the Roche Informatics division. In Roche Informatics we focus on delivering technology that evolves the practice of medicine and helps patients live longer, better lives. Poland plays the role of Technology Co-creation and Acceleration Hub building capabilities driving digital innovation. We are a diverse team of open and friendly people, enthusiastic about technological novelties and optimal IT solutions. We share knowledge, and experience & appreciate different points of view. Overview: We seek a highly skilled Fullstack Developer to join one of our product teams. This permanent role requires a strong development background, a core technical mindset, and a solid understanding of technical architecture. Your Team: You will be part of a dynamic team dedicated to realizing the vision of the R&D Excellence Initiative, which aims to transform and streamline the study design and protocol generation process across Roche s R&D portfolio. The team is responsible for building cutting-edge tools and solutions, leveraging AI, data insights, and interoperable systems to address inefficiencies and enhance decision-making. Collaborating with cross-functional experts from various business units, the team develops and implements scalable, innovative technologies to optimise patient trial success (PTS), reduce amendments, and accelerate study timelines. This collaborative environment values knowledge-sharing and continuous learning, ensuring seamless integration of new team members and creating an ecosystem that drives innovation in protocol development. Your key responsibilities: Develop and maintain full-stack applications, focusing on Angular for user-friendly, accessible, and responsive interfaces. Implement efficient workflows for metadata validation, enabling users to validate various metadata types using Angular, TypeScript, and Material Design. Build and manage backend systems with Python and Django, including data aggregation, processing, and generating summary documents. Integrate with Snowflake databases for efficient metadata storage and retrieval. Optimize tool performance and ensure secure authentication using OAuth mechanisms. Your qualifications and experience: Proficiency in full-stack development with Angular, TypeScript, Python, and Django. Experience in building and maintaining CI/CD pipelines for reliable and consistent application deployment. Expertise in handling spreadsheet data using Python libraries like Pandas and OpenPyXL. Strong understanding of document generation using Python libraries (e.g., Docx). Advanced English proficiency (C1 level) and excellent problem-solving skills. Nice to have (considered an asset): Experience with Progressive Web Apps (PWAs) and server-side rendering (SSR) for enhanced performance and engagement. Knowledge of internationalization (i18n) for multi-language application support. Familiarity with UI/UX principles to improve user experience and collaboration with design teams. Background in metadata validation tools and integrating computational simulations. Proven ability to mentor team members and independently design technical solutions. Who we are A healthier future drives us to innovate. Together, more than 100 000 employees across the globe are dedicated to advance science, ensuring everyone has access to healthcare today and for generations to come. Our efforts result in more than 26 million people treated with our medicines and over 30 billion tests conducted using our Diagnostics products. We empower each other to explore new possibilities, foster creativity, and keep our ambitions high, so we can deliver life-changing healthcare solutions that make a global impact. Let s build a healthier future, together. Roche is an Equal Opportunity Employer. "

Role: Oracle EPM Experience: 7-10 Years Location: Hyderabad Required Skills: Oracle EPM & Hyperion Planning and Essbase implementation, developing financial reports and data forms, Advanced knowledge of FDMEE and ODI for automating data and metadata integration, banking or financial services clients preferred. Key Responsibilities: Lead or support end-to-end implementation of Oracle EPM & Hyperion Planning and Essbase solutions (On-Prem). Design and develop financial reports and data forms based on business requirements. Develop and manage workflow processes within the Hyperion suite. Write and maintain business rules to support budgeting, forecasting, and reporting needs. Build and optimize data and metadata load automation using FDMEE and Oracle Data Integrator (ODI) . Collaborate with finance and business stakeholders to translate functional requirements into technical solutions. Conduct system testing, UAT support, and user training sessions. Troubleshoot issues, monitor system performance, and provide ongoing support and enhancements. Qualifications Preferred Qualifications: Bachelor s or Master s degree in Computer Science, Finance, or related field. Oracle certifications in Hyperion or related

Job Title: Senior Consultant - Snowflake Career Level: D1 Introduction to role: Are you ready to drive innovation and optimize services in the realm of Enterprise Data Management? At AstraZeneca, we are on a mission to pioneer scientific breakthroughs and transform patient outcomes. As a Senior Consultant, you will play a pivotal role in enhancing our Enterprise Data Platform and engineering Enterprise Data Assets & Products. Join us in our journey to leverage cutting-edge technologies, scale AI solutions, and unlock the true potential of data. Accountabilities - Ensure the service is in Always ON mode and maintain at least 99% service availability for users. - Optimize the service for improved pipeline performance and cost efficiencies. - Address feature/connector usage, design, and implementation queries from the data engineering community. - Contribute to service response and resolution times compliance. - Manage and resolve incidents and service requests from data engineers. - Implement change requests for platform and new data asset & product pipelines. - Design, build, test, and deploy data ingestion and consumption pipelines. - Enhance and maintain CI/CD and test automation solutions. - Maintain up-to-date documentation, create Knowledge Base and How-To Do articles. - On-board new data assets, products, and applications to the Snowflake data platform. Essential Skills/Experience - Have very good knowledge, skill & experience with Snowflake as a technology and its features & capabilities. - Have acquired certifications in Snowflake as a technology. - Have played the role of a Snowflake data platform admin and a data engineer on Snowflake platform. - Have very good knowledge, skill and experience on Infrastructure management, SaaS, Cloud, AWS, Networking, Privatelink. - Have very good knowledge, skill & experience with managing access controls, policies, data privacy & governance. - Have very good knowledge, skill & experience on data extract, load, transformation & visualization. - Have very good knowledge, skill & experience working with databases, SQL, python. - Have very good knowledge, skill & experience working with Snowflake metadata and generating costs governance and operational reports. - Have very good knowledge, skill and experience with CI / CD. - Have good knowledge on Snowflake s Cortex AI features and capabilities. - Have worked with data & analytics platforms eco-system such as Fivetran, DBT Cloud, MWAA, PowerBI. - Have the ability to learn new capabilities and someone who embraces life-long learning. - Have worked with ServiceNow and JIRA. - Have very good verbal & written communication skills. - Have very good planning and presentation skills. Desirable Skills/Experience NA At AstraZeneca, your work directly impacts patients by empowering our business to perform at its peak. We combine cutting-edge science with leading digital technology platforms to drive exponential growth. Here, you can innovate freely, explore new solutions, and tackle challenges that have never been addressed before. With countless opportunities to learn and grow, youll be part of a diverse team that values collaboration and inclusivity. Our commitment to ethical standards ensures that everything we do positively impacts lives across the globe. Ready to make a difference? Apply now to join us in shaping the future of healthcare through data-driven innovation! 02-Jul-2025

OPENTEXT - THE INFORMATION COMPANY OpenText is a global leader in information management, where innovation, creativity, and collaboration are the key components of our corporate culture. As a member of our team, you will have the opportunity to partner with the most highly regarded companies in the world, tackle complex issues, and contribute to projects that shape the future of digital transformation. AI-First. Future-Driven. Human-Centered. At OpenText, AI is at the heart of everything we do powering innovation, transforming work, and empowering digital knowledge workers. Were hiring talent that AI cant replace to help us shape the future of information management. Join us. Your Impact Good Logical and Analytical skills. Clear verbal and written communication capability.Strong communication skills. Have the ability to present and explain content to team, users and stakeholder.Experience in Pre sales and sales domain would be advantage . What the role offers Excellent knowledge of Enterprise Content Management and Governance Domain (Data Discovery / Analysis / Classification and Management). Experience on Sensitive information management or PII discovery on unstructured data. (GDPR). Strong experience on TRIM/HPRM/HP Records Manager/Opentext Content Manager Deployment, customization and Upgrade. Experience in Data Governance, Metadata Management and Data Quality frameworks using TRIM/HPRM/Records Manager/Opentext Content Manager. Strong experience in leading the end-to-end design, Architecture, and implementation of ECM (Enterprise Content Management) solutions. Strong experience on defining and implementing Master Data Governance Process including Data Quality, Metadata Management, and Business ownership. Experience in managing extremely large records sets and hundreds of users across global sites. Experience with Enterprise Content Management cloud solution and migration. Experienced on TRIM/Records Manager/Content Manager integration with third party applications like SharePoint, Iron Mountain, O365 etc. Strong knowledge of Content Manager Security, audit configurations and workflow. Hands on Experience on SQL Database queries. Microsoft C#.NET (Programming language C#) Web Services development Web App development Windows Scheduler development Content Manager/Records Manager with .NET SDK (programming) Used in above mentioned Web Services and Windows Scheduler Custom Add-Ins development. Troubleshoot problems as necessary. What you need to Suceed Experience on Capture, Imaging and Scanning products and technologies. Hands On experience on ECM products like Opentext xECM, Content Server. Cloud Certification Knowledge of Operation system (Win/Unix) and basic networking. OpenTexts efforts to build an inclusive work environment go beyond simply complying with applicable laws. . Our proactive approach fosters collaboration, innovation, and personal growth, enriching OpenTexts vibrant workplace.

Coursera was launched in 2012 by Andrew Ng and Daphne Koller, with a mission to provide universal access to world-class learning. It is now one of the largest online learning platforms in the world, with 175 million registered learners as of March 31, 2025. Coursera partners with over 350 leading universities and industry leaders to offer a broad catalog of content and credentials, including courses, Specializations, Professional Certificates, and degrees. Coursera s platform innovations enable instructors to deliver scalable, personalized, and verified learning experiences to their learners. Institutions worldwide rely on Coursera to upskill and reskill their employees, citizens, and students in high-demand fields such as GenAI, data science, technology, and business. Coursera is a Delaware public benefit corporation and a B Corp. Join us in our mission to create a world where anyone, anywhere can transform their life through access to education. Were seeking talented individuals who share our passion and drive to revolutionize the way the world learns. At Coursera, we are committed to building a globally diverse team and are thrilled to extend employment opportunities to individuals in any country where we have a legal entity. We require candidates to possess eligible working rights and have a compatible timezone overlap with their team to facilitate seamless collaboration. Coursera has a commitment to enabling flexibility and workspace choices for employees. Our interviews and onboarding are entirely virtual, providing a smooth and efficient experience for our candidates. As an employee, we enable you to select your main way of working, whether its from home, one of our offices or hubs, or a co-working space near you. Job Overview: We are seeking a Finance Systems Manager to join our growing Finance team. The Finance Systems Manager will have solid IBM Planning Analytics knowledge particularly with Rules and Turbo Integrator to support the Finance Planning and Operations team with all system improvements, reporting needs and data integrations. This role requires excellent developer skills and ability to work independently. As the Finance Systems Manager, you will be responsible for system maintenance in support of Forecast, Budget, and Long Range Planning, maintenance of day to day user support of the current models, maintenance of reporting and security set-up and support implementation of new models and on-going development of the current system. Responsibilities: Drive the development of production environments for IBM PA analytics Support on-going enhancements and implementations of new TM1 models by building new dimensions, cubes, and measures Data and metadata maintenance, version copies, provide tier-1 user support, maintain user permissions and role access, perform data loads and reconciliations for data integrity and integrations with other company systems (i.e., Netsuite) Develop and implement best practices of internal documentation for system processes, new models, enhancements, and training Analyze business requirements and translate them into effective & efficient application configuration Partner with Finance to understand system needs, open technical support tickets, triage issues and share best practices for using IBM Planning Analytics tool Basic Qualifications: 7+ years of development experience supporting Finance teams using IBM Planning Analytics tool 5+ years of experience writing and developing TM1 rules and Turbo Integrator processes, building dimensions with alternate hierarchies, cubes and dynamic subsets Experience with the IBM Planning Analytics Workspace interface and the PAx add-in Basic knowledge of finance Demonstrated history supporting end-users and troubleshooting IBM Planning Analytics system issues with a positive end-user experience This role requires working in the U.S. Eastern Time zone Preferred Qualifications: TM1py and/or TM1 REST API experience a plus Willingness to learn new technologies and interest in developing further skills and knowledge in TM1 Advanced Excel skills If this opportunity interests you, you might like these courses on Coursera: IBM Data Analyst Professional Certificate #LI-MJ1 Coursera is an Equal Employment Opportunity Employer and considers all qualified applicants without regard to race, color, religion, sex, sexual orientation, gender identity, age, marital status, national origin, protected veteran status, disability, or any other legally protected class. For California Candidates, please review our CCPA Applicant Notice here. For our Global Candidates, please review our GDPR Recruitment Notice here. #LI-Remote

What you get to do in this role Design and build scalable search ranking, indexing and AI-based systems. Integrate user behavior signals, session data, and content metadata to optimize relevance. Strong analytical and quantitative problem-solving ability Collaborate cross-functionally with product, data, and infra teams to deploy experiments and measure impact. Drive & shape architectural decisions that align with long-term scalability and maintainability. Experience working with LLM technologies, including developing generative and embedding techniques, modern model architectures, retrieval-augmented generation (RAG), fine tuning / pre-training LLM (including parameter efficient fine-tuning), Deep reinforcement learning and evaluation benchmarks Design aspects of real-time and batch ML models using embeddings, collaborative filtering, and deep learning. Optimize retrieval, filtering, and ranking algorithms in production search pipelines. Monitor model performance and continuously iterate using A/B testing and offline evaluation metrics Help shape aspect of MLOps and model governance To be successful in this role you have: Experience in leveraging or critically thinking about how to integrate AI into work processes, decision-making, or problem-solving. This may include using AI-powered tools,

Key Responsibilities: 1. Develop and maintain ETL jobs using Talend Data Integration suite for batch and real-time data processing. 2. Write and optimize complex SQL scripts, queries, and analytical functions for data transformation and validation. 3. Recreate, enhance, and troubleshoot stored procedures, functions, and packages in Oracle and Vertica environments. 4. Perform impact analysis and data lineage tracking for changes in source systems and downstream dependencies. 5. Migrate legacy ETL workflows and SQL logic to Talend-based frameworks. 6. Implement data quality and data profiling checks to ensure reliability and accuracy of ingested data. 7. Support data reconciliation and validation efforts between source and target systems. 8. Collaborate with DBAs and infrastructure teams to optimize data storage, indexing, and partitioning strategies. 9. To participate in code reviews, version control, and deployment automation for ETL scripts and database code. 10. Troubleshoot and resolve production data issues and support root cause analysis. Education and Certifications: Mandatory - Bachelors degree (B.Tech /B.E.) Technical Skills, Knowledge & Abilities Proficient in using Talend ETL suite for data integration and transformation. Deep working knowledge of Oracle, Microsoft SQL Server, and PostgreSQL databases. Exposure to Vertica as a data warehouse solution. Expertise in SQL query development for data extraction, manipulation, and analysis. Solid understanding of designing and maintaining stored procedures across multiple RDBMS. Knowledge of data security, integration, and interoperability best practices in data engineering. Familiarity with data warehousing concepts, including OLAP and data cubes. Experience with metadata management and implementing data quality frameworks. Programming skills in Python, SQL, or Java for building data workflows and automation scripts. Work Experience: 5-10 years of relevant experience

Career Area: Finance : Your Work Shapes the World at Caterpillar Inc. When you join Caterpillar, you'rejoining a global team who cares not just about the work we do but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don'tjust talk about progress and innovation here we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it. Your Impact Shapes the World at Caterpillar Inc When you join Caterpillar, you're joining a global team who cares not just about the work we do but also about each other. We are the makers, problem solvers and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it. Job Summary We are seeking a skilled Accountant for our FP&A systems- business support (OneStream) role, to join our Manufacturing Tower - Analytics COE Team -Global Financial Services Division who will have the opportunity to champion our Global Finance Transformation by supporting our Management Reporting, Business Partnering and Continuous Improvement efforts. The preference for this role is to be based out of Bangalore, Whitefield Office What you will do Business support for OneStream handling multiple stakeholders in the business Performing the tasks related to OneStream business support in line with COE scope of work, timelines, business requirements and defined metrics/KPIs Participating in knowledge transfer sessions and creating user documentation, including user guides and training materials. Partnering with technical teams to provide support on dashboard and cube view report builds. Delivering ad-hoc end-user training, as required Providing additional guidance to resolve issues arising from a gap in user knowledge / understanding Providing support for data import related queries - e.g. establishing and explaining the data lineage of datapoints within the OneStream application Assisting users to submit change requests, including the process and the details required Embedding change management best practices What you will have. Hands on experience in month end close/consolidation and management reporting using OneStream Preferable to have experience in OneStream metadata, business rules, forms, cube views, workflow, user experience management, reports and dashboards Preferable to have experience with finance transformation projects closely involved during design, development, testing and enhancement phases Background/Experience/Skills & Capabilities Proven experience in management reporting, FP&A and related month end processes Excellent customer service skills working in a global environment with multiple stakeholders to drive outcomes Self-starter, works well independently and in a team, with excellent communication skills Exhibits initiative and intellectual curiosity Experience in finance transformation projects CA, CMA, ICWA, MBA Finance with 5 - 8 years of progressive experience Level 1 OneStream Certified Associate is preferred but not required Additional Information Work timings 2 p.m. to 11 p.m. IST Work from office 5 days a week IC (individual contributor) role Skills desired: Accuracy and Attention to Detail Understanding the necessity and value of accuracy; ability to complete tasks with high levels of precision.Level Extensive ExperienceEvaluates and makes contributions to best practices. Processes large quantities of detailed information with high levels of accuracy. Productively balances speed and accuracy. Employs techniques for motivating personnel to meet or exceed accuracy goals. Implements a variety of cross-checking approaches and mechanisms. Demonstrates expertise in quality assurance tools, techniques, and standards. Analytical Thinking Knowledge of techniques and tools that promote effective analysis; ability to determine the root cause of organizational problems and create alternative solutions that resolve these problems.Level Working KnowledgeApproaches a situation or problem by defining the problem or issue and determining its significance. Makes a systematic comparison of two or more alternative solutions. Uses flow charts, Pareto charts, fish diagrams, etc. to disclose meaningful data patterns. Identifies the major forces, events and people impacting and impacted by the situation at hand. Uses logic and intuition to make inferences about the meaning of the data and arrive at conclusions. Effective Communications Understanding of effective communication concepts, tools and techniques; ability to effectively transmit, receive, and accurately interpret ideas, information, and needs through the application of appropriate communication behaviors.Level Working KnowledgeDelivers helpful feedback that focuses on behaviors without offending the recipient. Listens to feedback without defensiveness and uses it for own communication effectiveness. Makes oral presentations and writes reports needed for own work. Avoids technical jargon when inappropriate. Looks for and considers non-verbal cues from individuals and groups. Managing Multiple Priorities Knowledge of effective self-management practices; ability to manage multiple concurrent objectives, projects, groups, or activities, making effective judgments as to prioritizing and time allocation.Level Extensive ExperienceClarifies and handles multiple concurrent and diverse activities. Shifts focus among several efforts as required by changing priorities. Addresses potential conflicts that impact current delivery commitments. Works with or leads others to re-prioritize work and reschedule commitments as necessary. Responds to shifting priorities while maintaining progress of regularly scheduled work. Demonstrates an expectation that there will be ongoing shifts in demands and priorities .Problem Solving Knowledge of approaches, tools, techniques for recognizing, anticipating, and resolving organizational, operational or process problems; ability to apply knowledge of problem solving appropriately to diverse situations.Level Working KnowledgeIdentifies and documents specific problems and resolution alternatives. Examines a specific problem and understands the perspective of each involved stakeholder. Develops alternative techniques for assessing accuracy and relevance of information. Helps to analyze risks and benefits of alternative approaches and obtain decision on resolution. Uses fact-finding techniques and diagnostic tools to identify problems. Accounting Knowledge of accounting methods, processes, and tools; ability to maintain and prepare financial statements and reports using accounting methods and processes.Level Working KnowledgeUtilizes cost monitoring practices, techniques and considerations. Works with financial transactions and related documentation within the organization. Participates in accounting practices of classifying and recording financial data. Maintains existing charts of accounts. Follows regulations for entering and reporting the financial content in major accounting systems. Financial Analysis Knowledge of tools and approaches of financial analysis; ability to read, interpret and draw accurate conclusions from financial and numerical material.Level Working KnowledgeApplies principles used to evaluate the economics of investment decisions. Interprets major types of financial statements issued by the organization. Utilizes basic qualitative and quantitative tools and techniques with proficiency. Works with a specific financial analysis tool set. Implements valid financial analysis aligned with key criteria. Financial Reporting Knowledge of processes, methods, and tools of financial reporting; ability to create and maintain accurate and thorough financial reports.Level Working KnowledgeFollows organizational practices and guidelines for product profitability reporting. Analyzes errors or inaccuracies in financial reports. Uses basic tools to create simple financial reports. Monitors compliance with organizational standards for financial report writing. Implements organizational methods and procedures for financial report writing. What you will get: Work Life Harmony Earned and medical leave. Relocation assistance Holistic Development Personal and professional development through Caterpillar s employee resource groups across the globe Career developments opportunities with global prospects Health and Wellness Medical coverage -Medical, life and personal accident coverage Employee mental wellness assistance program Financial Wellness Employee investment plan Pay for performance -Annual incentive Bonus plan. Additional Information: Caterpillar is not currently hiring individuals for this position who now or in the future require sponsorship for employment visa status; however, as a global company, Caterpillar offers many job opportunities outside of the U.S. which can be found through our employment website at www.caterpillar.com/careersCaterpillar is an Equal Opportunity Employer (EEO)EEO/AA Employer. All qualified individuals, including minorities, females, veterans and individuals with disabilities - are encouraged to apply. Posting Dates: Caterpillar is an Equal Opportunity Employer. Not ready to applyJoin our Talent Community.

Educational Bachelor of Engineering Service Line Data & Analytics Unit Responsibilities A day in the life of an Infoscion As part of the Infosys delivery team, your primary role would be to interface with the client for quality assurance, issue resolution and ensuring high customer satisfaction. You will understand requirements, create and review designs, validate the architecture and ensure high levels of service offerings to clients in the technology domain. You will participate in project estimation, provide inputs for solution delivery, conduct technical risk planning, perform code reviews and unit test plan reviews. You will lead and guide your teams towards developing optimized high quality code deliverables, continual knowledge management and adherence to the organizational guidelines and processes. You would be a key contributor to building efficient programs/ systems and if you think you fit right in to help our clients navigate their next in their digital transformation journey, this is the place for you!If you think you fit right in to help our clients navigate their next in their digital transformation journey, this is the place for you! Additional Responsibilities: Knowledge of more than one technology Basics of Architecture and Design fundamentals Knowledge of Testing tools Knowledge of agile methodologies Understanding of Project life cycle activities on development and maintenance projects Understanding of one or more Estimation methodologies, Knowledge of Quality processes Basics of business domain to understand the business requirements Analytical abilities, Strong Technical Skills, Good communication skills Good understanding of the technology and domain Ability to demonstrate a sound understanding of software quality assurance principles, SOLID design principles and modelling methods Awareness of latest technologies and trends Excellent problem solving, analytical and debugging skills Technical and Professional : Primary skills:Technology-Data Management Meta Data-Collibra Preferred Skills: Technology-Data Management Meta Data-Collibra

Grade G - Office/ Core Responsible for leading the delivery of insight strategy for the region/Operating Unit, coordinating research activities and providing actionable customer and consumer insights and intelligence gained from key customer indicators to influence decision-making processes. Entity: Customers & Products Job Family Group: Marketing Group Aviations vision is to be the fuel and services partner of choice for their customer. We are on a journey to transform our business to become the highest performing & customer centric aviation fuel company of choice. The key to unlocking this is the key role we play in bps net zero ambition; with a key focus on rapid balanced aviation fuel growth, as well as the electrification of our fleet. Aviation is a global business operating in 55 countries within 4 global regions, safely providing fuel to over 200 operated sites and over 200 NOJVs. Our frontline operations can vary from a team of ~60 at a major airport through to a team of 2 at a general aviation site, and can be located in major cities through to very remote locations globally. Aviations winning proposition is to bring value by delivering today s and tomorrow s energy demonstrating our global aviation expertise and leading end-to-end supply capabilities. We are on a journey to transform our business to become more customer centric, higher performing and to play an important role in bps net zero ambition. The Aviation Business Data Manager plays a pivotal role within the Aviation Digital team, working in close partnership with our business teams, bp Technology, and broader C&P partners to shape and deliver Aviation s data strategy. This role leads the development and governance of high-quality, trusted data, and enables the deployment of tools and capabilities that turn data into actionable insight. By unlocking the value of data, the Business Data Manager will help accelerate business performance, enhance operational efficiency, and enable smarter, more data-driven strategic decision making. Define and implement Aviation s data strategy in alignment with the broader digital and business strategy. Shape and support annual digital investment planning, ensuring we prioritise data-related initiatives and roadmaps effectively to maximise business value. Establish and maintain best-practice data governance frameworks, working closely with the C&P Data Office to ensure clear ownership, effective tooling, performance metrics, and compliance with group standards. Align Aviation s data governance and operational processes with evolving structures across C&P Central Data Office, C&P Finance Data Office, FBT, and our evolving Business & Technology Centres. Act as lead business partner to bp Technology for critical Aviation data products such as the Aviation Insight Hub, master data solutions, and data governance tooling (e.g. cataloguing and data quality management). Champion a data-driven culture across Aviation through user training, empowerment, and by building trust in data and the digital tools that support it. Coordinate with C&P Data Privacy and Digital Security SMEs to manage data-related risks and ensure compliance across the digital landscape. Shift time - 9:00 AM to 6:00 PM IST EDUCATION: Bachelor s degree or equivalent experience in a relevant field such as Business Analysis, Data Science, Information Systems, or related subject area (or equivalent business experience). MBA or other relevant postgraduate qualification is advantageous. EXPERIENCE: Proven track record of delivering large-scale, data-centric digital projects and programmes, ideally in complex or global environments. Extensive experience with data products, governance frameworks, and enterprise data management practices. Good background in aligning business and technology teams to drive data initiatives that deliver strategic value. Experience working with senior collaborators and navigating diverse customer groups across regions and functions. Familiarity with the aviation industry and its unique business and data challenges is highly desirable. SKILLS & COMPETENCIES: Ability to translate strategic goals into actionable data roadmaps that deliver measurable business outcomes. Advanced project management skills, with a track record of successfully leading complex, data-driven initiatives. Strong collaborator engagement and influencing skills, with the ability to establish relationships across all levels of the organisation. Good communication and presentation skills. Able to distil complex data topics for non-technical audiences. Highly analytical attitude with solid attention to detail and data accuracy. Effective problem solver with a pragmatic, delivery-focused approach to overcoming data-related challenges. Deep understanding of data governance principles, including data quality dimensions, metadata, and stewardship. Knowledge of data architecture concepts including master data management (MDM), analytics platforms, reporting environments, and integration/API architecture. Experience with enterprise resource planning (ERP) systems, particularly SAP, is an advantage. Fluent in both written and spoken English. Why Join our team At bp, we support our people to learn and grow in a diverse and challenging environment. We believe that our team is strengthened by diversity. We are committed to crafting an inclusive environment in which everyone is respected and treated fairly. Diversity Statement: At bp, we provide an excellent environment and benefits such as an open and inclusive culture, a great work-life balance, tremendous learning and development opportunities to craft your career path, life and health insurance, medical care package and many others! Diversity sits at the heart of our company and as an equal opportunity employer, we stay true to our mission by ensuring that our place can be anyones place. We do not discriminate based on race, religion, colour, national origin, gender and gender identity, sexual orientation, age, marital status, veteran status or disability status. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application and interview process, to perform crucial job functions, and to receive other benefits and privileges of employment. Travel Requirement Some travel may be required with this role, this is negotiable Relocation Assistance: This role is not eligible for relocation Remote Type: This position is not available for remote working Skills: Data Governance, Data Management, Data strategy and governance, Digital Strategy, Digital Strategy Development, Master Data Governance, Project Management, Strategic Consulting Legal Disclaimer: We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, socioeconomic status, neurodiversity/neurocognitive functioning, veteran status or disability status. Individuals with an accessibility need may request an adjustment/accommodation related to bp s recruiting process (e.g., accessing the job application, completing required assessments, participating in telephone screenings or interviews, etc.). If you would like to request an adjustment/accommodation related to the recruitment process, please contact us . If you are selected for a position and depending upon your role, your employment may be contingent upon adherence to local policy. This may include pre-placement drug screening, medical review of physical fitness for the role, and background checks.

1. Governance Strategy & Stakeholder Alignment - Develop and maintain enterprise data governance strategies, policies, and standards. - Align governance with business goals: compliance, analytics, and decision-making. - Collaborate across business, IT, legal, and compliance teams for role alignment. - Drive governance training, awareness, and change management programs. 2. Microsoft Purview Administration & Implementation - Manage Microsoft Purview accounts, collections, and RBAC aligned to org structure. - Optimize Purview setup for large-scale environments (50TB+). - Integrate with Azure Data Lake, Synapse, SQL DB, Power BI, Snowflake. - Schedule scans, set classification jobs, and maintain collection hierarchies. 3. Metadata & Lineage Management - Design metadata repositories and maintain business glossaries and data dictionaries. - Implement ingestion workflows via ADF, REST APIs, PowerShell, Azure Functions. - Ensure lineage mapping (ADF Synapse Power BI) and impact analysis. 4. Data Classification & Security Governance - Define classification rules and sensitivity labels (PII, PCI, PHI). - Integrate with MIP, DLP, Insider Risk Management, and Compliance Manager. - Enforce records management, lifecycle policies, and information barriers. 5. Data Quality & Policy Management - Define KPIs and dashboards to monitor data quality across domains. - Collaborate on rule design, remediation workflows, and exception handling. - Ensure policy compliance (GDPR, HIPAA, CCPA, etc.) and risk management. 6. Business Glossary & Stewardship - Maintain business glossary with domain owners and stewards in Purview. - Enforce approval workflows, standard naming, and steward responsibilities. - Conduct metadata audits for glossary and asset documentation quality. 7. Automation & Integration - Automate governance processes using PowerShell, Azure Functions, Logic Apps. - Create pipelines for ingestion, lineage, glossary updates, tagging. - Integrate with Power BI, Azure Monitor, Synapse Link, Collibra, BigID, etc. 8. Monitoring, Auditing & Compliance - Set up dashboards for audit logs, compliance reporting, metadata coverage. - Oversee data lifecycle management across its phases. - Support internal and external audit readiness with proper documentation. Tools & Technologies: - Microsoft Purview, Collibra, Atlan, Informatica Axon, IBM IG Catalog - Microsoft Purview capabilities: 1. Label creation & policy setup 2. Auto-labeling & DLP 3. Compliance Manager, Insider Risk, Records & Lifecycle Management 4. Unified Catalog, eDiscovery, Data Map, Audit, Compliance alerts, DSPM Required Qualifications: - 7+ years of experience in data governance and data management. - Proficient in Microsoft Purview and Informatica data governance tools. - Strong in metadata management, lineage mapping, classification, and security. - Experience with ADF, REST APIs, Talend, dbt, and automation via Azure tools. - Knowledge of GDPR, CCPA, HIPAA, SOX and related compliance needs. - Skilled in bridging technical governance with business and compliance goals.

Primary Skills Azure Synapse Pipelines, Azure Enterprise Data Warehouse (EDW), Microsoft Fabric, and Power BI Good to have skills Experience with Azure DevOps, GitHub, or other CI/CD pipelines. Summary: We are seeking a highly skilled Data Engineering Lead to drive the design, development, and delivery of enterprise-grade data and analytics solutions using Azure Synapse Pipelines, Azure Enterprise Data Warehouse (EDW), Microsoft Fabric, and Power BI. This role involves leading a team of data engineers and analysts, working closely with stakeholders, and architecting scalable solutions across modern Azure data platforms. Key Responsibilities: Lead end-to-end data engineering efforts including design, development, deployment, and optimization of data pipelines and warehouse solutions on Azure. Architect and manage scalable Azure Synapse Pipelines (SQL and Apache Spark) for ingesting, transforming, and loading large volumes of structured and semi-structured data. Oversee Azure EDW (Dedicated SQL Pools) design, data modeling, and performance tuning. Implement and scale Microsoft Fabric workloads (Lakehouse, Warehouse, Dataflows Gen2, OneLake, Notebooks, Pipelines). Drive Power BI semantic model design, DAX development, and dashboard/reporting best practices across the organization. Collaborate with business and technical teams to understand data requirements and ensure solutions are aligned to enterprise goals. Manage data governance, metadata, quality, and security in compliance with organizational and regulatory standards. Provide technical mentorship and guidance to data engineers and BI developers. Establish DevOps/CI-CD practices for version control, deployment, and monitoring. Stay up to date with new Azure/Fabric features and recommend improvements. Required Skills & Experience: 8+ years of experience in data engineering and business intelligence. Strong hands-on expertise in: Azure Synapse Analytics (SQL Pools, Spark Pools, Pipelines) Azure Data Lake (Gen2) and Azure EDW Microsoft Fabric (OneLake, Lakehouse, Warehouse, Pipelines, Dataflows Gen2, Notebooks) Power BI (DAX, Power Query, Tabular Models, Gateways) Proficiency in SQL, T-SQL, and Apache Spark (PySpark or Scala). Deep understanding of data warehousing concepts, dimensional modeling, and data Lakehouse architectures. Strong experience with performance tuning and enterprise-scale data architecture. Preferred Skills: Experience with Azure DevOps, GitHub, or other CI/CD pipelines. Knowledge of data governance frameworks and tools like Microsoft Purview. Experience in Azure Monitor, Log Analytics, and other monitoring tools.

FireBolt is looking for Customer Success Manager to join our dynamic team and embark on a rewarding career journey We are looking for a customer success manager who can provide ongoing support to our clients and network with them The candidate should be able to contribute to building relationships, implementing new programs that will increase your business revenue potentials ResponsibilitiesEstablish clear client retention goalsPromote the value of the productPromote value through customer experienceReview customer complaints and concerns and seek to improve the customer experienceRequirementsA successful CSM should have strong communication and relationship-building skills They should also be analytical and data-driven, with the ability to use data to identify trends and opportunities for improvement They should be customer-focused and results-oriented