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Job Description We have an exciting and rewarding opportunity for you to take your software engineering career to the next level. As a Software Engineer III at JPMorgan Chase within the Asset & Wealth Management, you serve as a seasoned member of an agile team to design and deliver trusted market-leading technology products in a secure, stable, and scalable way. You are responsible for carrying out critical technology solutions across multiple technical areas within various business functions in support of the firm’s business objectives. Job Responsibilities Executes software solutions, design, development, and technical troubleshooting with ability to think beyond routine or conventional approaches to build solutions or break down technical problems Creates secure and high-quality production code and maintains algorithms that run synchronously with appropriate systems Produces architecture and design artifacts for complex applications while being accountable for ensuring design constraints are met by software code development Gathers, analyzes, synthesizes, and develops visualizations and reporting from large, diverse data sets in service of continuous improvement of software applications and systems Proactively identifies hidden problems and patterns in data and uses these insights to drive improvements to coding hygiene and system architecture Contributes to software engineering communities of practice and events that explore new and emerging technologies Adds to team culture of diversity, opportunity, inclusion, and respect Required Qualifications, Capabilities, And Skills Formal training or certification on software engineering concepts and 3+ years applied experience. Hands-on practical experience in system design, application development, testing, and operational stability. Proficiency in Java/J2EE and REST APIs, Python, Web Services and experience in building event-driven Micro Services and Kafka streaming. Experience in RDBMS and NOSQL database. Working proficiency in developmental toolset like GIT/Bitbucket , Jira, maven. Experience with AWS services. Experience in Spring Framework Services in public cloud infrastructure. Proficiency in automation and continuous delivery methods. Proficient in all aspects of the Software Development Life Cycle Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages Overall knowledge of the Software Development Life Cycle. Solid understanding of agile methodologies such as CI/CD, Application Resiliency, and Security Demonstrated knowledge of software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.) Proficiency in software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.). In-depth knowledge financial services industry and their IT systems Preferred Qualifications, Capabilities, And Skills AWS certification is preferred. Experience on cloud engineering including Pivotal Cloud Foundry, AWS. Experience in PERF testing and turning as well as shift left practices. DDD (domain driven design). Experience with MongoDB ABOUT US

Job Description Title: Dashboard Developer - Senior Manager Job Type: Full-time Tenure: Permanent Location: Gurgaon, India Education: Bachelor’s degree in computer science, Data Science, or related field About Us Research Partnership (part of Inizio Advisory ) is one of the world’s largest pharma market research and consulting agencies, with 250+ researchers, consultants, and support staff across London, Lyon, New York, Philadelphia, San Francisco, Singapore, and Delhi. As individuals with diverse backgrounds and shared values, we create work that: Makes a difference to human health Celebrates progress through innovation Puts people at the centre of everything we do About The Team The Data Delivery & Dashboards Team sits within the new Data Management & Delivery division in Gurgaon. Our mission is to turn complex healthcare datasets into clear, interactive dashboards that power smarter decisions for clients worldwide. Your Primary Role As a Dashboard Developer - Senior Manager , you will lead the design, development, and delivery of high-impact dashboards and visualizations. In addition to hands-on development work, you will be responsible for managing a team of dashboard developers, aligning stakeholder expectations, and driving innovation in dashboarding solutions. You’ll collaborate closely with researchers, analysts, and global business leaders to ensure our visual outputs deliver clarity, impact, and value. Key Responsibilities Lead development and delivery of interactive dashboards using Power BI, Tableau, or comparable BI tools Manage and mentor a team of dashboard developers; drive knowledge-sharing and skill development Translate complex project requirements into scalable, performance-optimized dashboards Partner with internal stakeholders, including research and client services, to align dashboard outputs with business needs Ensure high standards of data accuracy, security, and responsiveness across deliverables Oversee version control, documentation, and best-practice deployment pipelines Stay ahead of BI and visualization trends; proactively implement improvements and innovations Technical Expertise : Backend Development PHP 8+ (8+ years) | Frameworks: Laravel, CodeIgniter or similar MVC frameworks REST & SOAP API design for seamless data connectivity Database Expertise PostgreSQL, MySQL, MS SQL | Advanced querying & optimization Big data engines: Google BigQuery, AWS Athena Strong data modelling skills for real-time dashboard performance Frontend / Visualization HTML, CSS, JavaScript with React, Vue.js, jQuery Responsive UI with Bootstrap & Blade templating Visual libraries: Chart.js, D3.js, Highcharts, Google Charts Cloud & DevOps AWS & Google Cloud deployment and data processing Containers: Docker, Vagrant, VirtualBox CI/CD: Jenkins, CircleCI, GitHub Actions Caching & Performance Redis, Memcached for low latency, high volume dashboards Security & Code Quality Data access control and role-based permissions PHPUnit testing, Git/SVN versioning, clean documentation Agile collaboration via JIRA, Confluence, Slack Required Qualifications 9–10 years of experience in BI/dashboard development and data engineering At least 2–3 years of people management and team leadership experience Strong experience engaging with senior stakeholders across regions Proven ability to deliver enterprise-grade dashboards in a global environment Background in healthcare or market research preferred Ideal Profile Visionary thinker with the ability to lead and inspire dashboard teams Excellent communicator with strong stakeholder management skills Deep understanding of data storytelling, visual best practices, and user experience Hands-on leader who drives innovation while maintaining delivery excellence Life at Research Partnership We love what we do and continuously strive for innovation and creativity. We believe everyone should continuously be learning and provide: A comprehensive training and development programme for all staff, from entry-level apprentices to senior management Opportunities for international travel and collaboration A relaxed and friendly working environment About Inizio Advisory Research Partnership is part of Inizio Advisory, a trusted advisor for pharmaceutical and life science companies that turns science into strategy, supporting execution at every stage of the product and patient journey from early commercialization to launch and beyond. Offering market research and insights; strategy; people and transformation consulting; and commercial benchmarking delivered through sector-specific connected solutions and intelligence, Inizio Advisory helps create long-term value for clients and their patients. Don't meet every job requirement? That's okay! Our company is dedicated to building a diverse, inclusive, and authentic workplace. If you're excited about this role, but your experience doesn't perfectly fit every qualification, we encourage you to apply anyway. You may be just the right person for this role or others.

Description Details Job Title Technical Lead Reporting to Senior Technical lead Location Hyderabad Working Hours/ Days 5 Days Shift 2:00 PM to 11:00 PM IST (There can be fortnightly/ monthly call between 06:30am-2pm IST) Team Size 10 Desired skills and qualification  Expert-level SQL and PL/SQL development skills  Excellent skills with SQL (advance queries, tuning)  Exposure in writing complex and optimized SQLs/Stored Good understanding of core Oracle concepts  Good knowledge of Oracle advanced querying techniques and writing high performing and optimized queries  Good Team Player Qualifications:  A strong internal drive for pursuing continuous improvement  Bachelor’s degree in Computer Science or a related field  Minimum 3 to 5 years programming experience in PL/SQL and Shell Scripting  Expert-level SQL and PL/SQL development skills  Good exposure with SQL Server, Plsql  Highly exposed with o Oracle Plsql o Shell scripting o SQL- Functions, Tirggers, Joints o My-SQL  Web service architecture and .NET web service programming techniques  T-SQL programming language and stored procedure authoring  Unit test cases automation  Ability to work as part of a scrum team, including ability and willingness to hit

Job Description About Us Masco Home Products India (MHPI) is a fully owned subsidiary of Masco Corporation, headquartered in Livonia, MI. The vision of MHPI is to be recognized as a world-class Global Business Services organization driven by the desire for excellence in its people, business solutions, execution, and partnerships with internal customers to develop “Lean and Simple” business solutions. Headquartered in Livonia, Michigan, Masco Corporation is a global leader in the design, manufacture and distribution of branded home improvement and building products. Our portfolio of industry-leading brands includes Behr® paint; Delta® and hansgrohe® faucets, bath and shower fixtures; Liberty® branded decorative and functional hardware; and HotSpring® spas. We leverage our powerful brands across product categories, sales channels and geographies to create value for our customers and shareholders. For more information about Masco Corporation, visit www.masco.com Masco Home Products India (MHPI) MHPI (Masco Home Products India) | LinkedIn Business Unit Supported: MASCO CANADA Website: - https://www.mascocanada.com/ Position: Business Intelligence Developer Location: India (Permanent Remote) Job Type: Permanent Experience required: 5+ years of experience in data analysis and business intelligence. Assessment Test: (based on role requirement) will be required to take a skill assessment test prior interview. Shift: 04:00 pm - 01:00 am IST (min 4.5 hrs EST overlapping) Work hours- total 9 hrs (8.5 hrs working+ Half an hour meal break) CTC: As per market standards Notice period: (Immediate joiner preferred) candidate serving notice and left with 30 working days notice period preferred. Must have Broadband availability: Min 30 MBPS (national service provider JIO/TATA/Airtel Hathway etc) Important: Access to a quiet home office environment with above mentioned broadband availability and working space to accommodate two monitors +1 Laptop. (based on role requirement) Job Summary: Reports To: Senior Manager, Analytics Reporting to the Senior Manager of Analytics, this position will support the analytics function by providing reporting assistance for both the Cognos platform and our SQL/data warehouse platforms. Working within the structure of the BI Team and following SDLC procedures, the BI Developer leverage the ERP system and the Datawarehouse to support the reporting/business intelligence needs of the Masco Canada user community. Primary Responsibilities: Effectively fulfill and provide ad hoc reporting/information requests to multiple functional teams as needed in a responsive and timely manner Lead the planning, identification, development and implementation of design and/or changes to key reports and ad hoc requests Provide reporting support to users, with a primary focus on Cognos, sequel and Power BI platforms. Coordinate with the Helpdesk team to address reporting issues. Engage with the users through the Helpdesk processes and communicate effectively through any change processes. The BI Developer will maintain a good understanding of the data model and data structures deployed at Masco Canada. Act as a steward for standards around data model, data dictionary and implementation of business rules and definitions Maintain comprehensive documentation of BI solutions and reporting solutions. Perform structured data validation tests to ensure correct data being reported to the business Assist in the creation of metrics for the functional business areas. Promote and cultivate key relationships within the business to understand business needs and trends. Monitor external industry trends and recommend opportunities Must Have Skills: Excellent English communication skills, both verbal and written. Proficient with Microsoft applications and computer skills Must possess a sound knowledge of Microsoft Office suite of products. Must possess excellent interpersonal skills including written proposals and visual presentations. Must possess the ability to work as individually or as part of a team. Must possess the ability to organize workload and effectively handle multiple tasks. Must possess the character to work effectively with various user personalities. Must Have “Technical” Skills: Technical expertise regarding data models, database design development, data mining, data cleaning and segmentation techniques Extensive experience with Business Intelligence Tools creating data visualizations to report KPIs and metrics, pull data from various data sources and automation, direct querying and batch processing Knowledge of data warehousing concepts and technologies. Strong SQL skills and experience with database management systems (e.g., SQL Server, Oracle). A solid understanding of data analysis and visualization and modeling tools. Passion for uncovering business needs, identifying opportunities, and aligning efforts to ensure timely implementation Understanding and ability to use various coding languages. 5+ years of experience in data analysis and business intelligence. Preferred Skills: Power BI visualization experience Deep knowledge of business acumen. JDE ERP Knowledge Education: Diploma or University Degree - Preferably in Analytics / Data Science discipline Disclaimer: It has come to our attention that there have recently been some employment scams that have utilized reputable companies’ names, including ours, to solicit personal information as part of a fraudulent hiring scam. Please note that all of our open positions are posted at https://jobs.masco.com or https://www.linkedin.com/company/masco-home-products-private-limited and any role not posted there is not a role we have open. If you are seeking a position at Masco Home Products Private Limited (MHPI), we recommend that you write to us on Careers.MHPI@masco.com if you have any questions about our hiring process, need to verify a Masco Home Products Private Limited (MHPI) job posting or offer or need to speak with a MHPI representative directly. Company Masco Home Products India Full time Masco Home Products India (the “Company”) is an equal opportunity employer and we want to have the best available persons in every job. The Company makes employment decisions only based on merit. It is the Company’s policy to prohibit discrimination in any employment opportunity (including but not limited to recruitment, employment, promotion, salary increases, benefits, termination and all other terms and conditions of employment) based on race, color, sex, sexual orientation, gender, gender identity, gender expression, genetic information, pregnancy, religious creed, national origin, ancestry, age, physical/mental disability, medical condition, marital/domestic partner status, military and veteran status, height, weight or any other such characteristic protected by federal, state or local law. The Company is committed to complying with all applicable laws providing equal employment opportunities. This commitment applies to all persons involved in the operations of the Company regardless of where the employee is located and prohibits unlawful discrimination by any employee of the Company. Masco Corporation is an E-Verify employer. E-Verify is an Internet based system operated by the Department of Homeland Security (DHS) in partnership with the Social Security Administration (SSA) that allows participating employers to electronically verify the employment eligibility of their newly hired employees in the United States. Please click on the following links for more information. E-Verify Participation Poster: English & Spanish E-verify Right to Work Poster: English, Spanish

Line of Service Advisory Industry/Sector Not Applicable Specialism Risk Management Level Associate Job Description & Summary At PwC, our people in audit and assurance focus on providing independent and objective assessments of financial statements, internal controls, and other assurable information enhancing the credibility and reliability of this information with a variety of stakeholders. They evaluate compliance with regulations including assessing governance and risk management processes and related controls. Those in internal audit at PwC help build, optimise and deliver end-to-end internal audit services to clients in all industries. This includes IA function setup and transformation, co-sourcing, outsourcing and managed services, using AI and other risk technology and delivery models. IA capabilities are combined with other industry and technical expertise, in areas like cyber, forensics and compliance, to address the full spectrum of risks. This helps organisations to harness the power of IA to help the organisation protect value and navigate disruption, and obtain confidence to take risks to power growth. Why PWC At PwC, you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes for our clients and communities. This purpose-led and values-driven work, powered by technology in an environment that drives innovation, will enable you to make a tangible impact in the real world. We reward your contributions, support your wellbeing, and offer inclusive benefits, flexibility programmes and mentorship that will help you thrive in work and life. Together, we grow, learn, care, collaborate, and create a future of infinite experiences for each other. Learn more about us. At PwC, we believe in providing equal employment opportunities, without any discrimination on the grounds of gender, ethnic background, age, disability, marital status, sexual orientation, pregnancy, gender identity or expression, religion or other beliefs, perceived differences and status protected by law. We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firm’s growth. To enable this, we have zero tolerance for any discrimination and harassment based on the above considerations. " Job Description & Summary We are looking for a skilled Azure Data Engineer to join our Data Analytics (DA) team. The ideal candidate will have a strong understanding of Azure technologies and components, along with the ability to architect web applications on the Azure framework. As part of the team, you will be responsible for end-to-end implementation projects utilizing GenAI-based models and frameworks, contributing to our innovative data-driven solutions. Responsibilities: Architecture & Design: Design and architect web applications on the Azure platform, ensuring scalability, reliability, and performance. End-to-End Implementation: Lead the implementation of data solutions from ingestion to visualization, leveraging GenAI-based models and frameworks to drive analytics initiatives. Development & Deployment: Write clean, maintainable code in Python, Pyspark and deploy applications and services on Azure using best practices. Data Engineering: Build robust data pipelines and workflows to automate data processing and ensure seamless integration across various data sources. Collaboration: Work closely with cross-functional teams, including data scientists, product managers, and business analysts, to understand data requirements and develop effective solutions. Optimization: Optimize data processes and pipelines to improve performance and reduce costs, utilizing services within the Azure ecosystem. Documentation & Reporting: Document architecture, development processes, and technical specifications; provide regular updates to stakeholders. Technical Skills And Requirements: Azure Expertise: Strong knowledge of Azure components such as Azure Data Lake, Azure Databricks, Azure SQL Database, Azure Storage, and Azure Functions, among others. Programming Languages: Proficient in Python and Pyspark for data processing, scripting, and integration tasks. Big Data Technologies: Familiarity with big data tools and frameworks, especially Hadoop, and experience with data engineering concepts. Databricks: Experience using Azure Databricks for building scalable and efficient data pipelines. Database Management: Strong SQL skills for data querying, manipulation, and management. Data Visualization (if necessary): Basic knowledge of Power BI or similar tools for creating interactive reports and dashboards. Cloud Understanding: Familiarity with AWS is a plus, enabling cross-platform integration or migration tasks. Mandatory Skill Sets: As above Preferred Skill Sets: As above Years Of Experience: 3 to 8 years of professional experience in data engineering, with a focus on Azure-based solutions and web application architecture Education Qualification: Bachelor’s degree (B.Tech) or Master’s degree (M.Tech, MCA) in Economics, Computer Science, Information Technology, Mathematics, or Statistics. A background in the Finance domain is preferred. Education (if blank, degree and/or field of study not specified) Degrees/Field of Study required: Bachelor Degree Degrees/Field Of Study Preferred: Certifications (if blank, certifications not specified) Required Skills Generative AI Optional Skills Accepting Feedback, Accepting Feedback, Accounting and Financial Reporting Standards, Active Listening, Artificial Intelligence (AI) Platform, Auditing, Auditing Methodologies, Business Process Improvement, Communication, Compliance Auditing, Corporate Governance, Data Analysis and Interpretation, Data Ingestion, Data Modeling, Data Quality, Data Security, Data Transformation, Data Visualization, Emotional Regulation, Empathy, Financial Accounting, Financial Audit, Financial Reporting, Financial Statement Analysis, Generally Accepted Accounting Principles (GAAP) {+ 19 more} Desired Languages (If blank, desired languages not specified) Travel Requirements Not Specified Available for Work Visa Sponsorship? No Government Clearance Required? No Job Posting End Date

Line of Service Advisory Industry/Sector Not Applicable Specialism Data, Analytics & AI Management Level Associate Job Description & Summary At PwC, our people in data and analytics focus on leveraging data to drive insights and make informed business decisions. They utilise advanced analytics techniques to help clients optimise their operations and achieve their strategic goals. In business intelligence at PwC, you will focus on leveraging data and analytics to provide strategic insights and drive informed decision-making for clients. You will develop and implement innovative solutions to optimise business performance and enhance competitive advantage. Why PWC At PwC, you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes for our clients and communities. This purpose-led and values-driven work, powered by technology in an environment that drives innovation, will enable you to make a tangible impact in the real world. We reward your contributions, support your wellbeing, and offer inclusive benefits, flexibility programmes and mentorship that will help you thrive in work and life. Together, we grow, learn, care, collaborate, and create a future of infinite experiences for each other. Learn more about us. At PwC, we believe in providing equal employment opportunities, without any discrimination on the grounds of gender, ethnic background, age, disability, marital status, sexual orientation, pregnancy, gender identity or expression, religion or other beliefs, perceived differences and status protected by law. We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firm’s growth. To enable this, we have zero tolerance for any discrimination and harassment based on the above considerations. " Responsibilities Primary Skills: 4-10 Years of experience within the financial services industry (Banking, Liquidity, Treasury, ALM) Exposure to regulatory reporting, cashflow management, Basel liquidity regulations & Financial Risk Management Strong experience with databases, data querying languages and data management tools (for ex. Excel/ SQL/PLSQL/SPSS) At least 1 Risk/ Regulatory Reporting project experience Capable of performing detailed data analysis, interpreting trends, and identifying process improvement opportunities End-to-end technology implementation project related to Finance/Accounting data. Strong stakeholder management, coordinating across multiple teams and country finance. Experience in writing BRDs/FRDs, conducting UAT and Prod release. Experience with both waterfall & agile methodologies Mandatory Skill Sets Business Analyst Preferred Skill Sets Business Analyst Years Of Experience Required 4+ Education Qualification BE/BTech/MBA/MCA Education (if blank, degree and/or field of study not specified) Degrees/Field of Study required: Bachelor of Engineering, Master of Business Administration Degrees/Field Of Study Preferred Certifications (if blank, certifications not specified) Required Skills Business Analyzer Optional Skills Accepting Feedback, Accepting Feedback, Active Listening, Business Case Development, Business Data Analytics, Business Intelligence and Reporting Tools (BIRT), Business Intelligence Development Studio, Communication, Competitive Advantage, Continuous Process Improvement, Data Analysis and Interpretation, Data Architecture, Database Management System (DBMS), Data Collection, Data Pipeline, Data Quality, Data Science, Data Visualization, Emotional Regulation, Empathy, Inclusion, Industry Trend Analysis, Intellectual Curiosity, Java (Programming Language), Market Development {+ 11 more} Desired Languages (If blank, desired languages not specified) Travel Requirements Not Specified Available for Work Visa Sponsorship? No Government Clearance Required? No Job Posting End Date

We are looking for a highly analytical and data-driven Business Intelligence (BI) Analyst to join our team. The ideal candidate will have at least 3 years of hands-on experience in business intelligence, with a strong working knowledge of Power BI for data visualization and Google Big Query for large-scale data querying. You will play a key role in transforming raw data into meaningful business insights to support decision-making across the organization. Key Responsibilities: Design, develop, and maintain interactive Power BI dashboards and reports to support business functions. Write and optimize SQL queries in BigQuery to extract, transform, and analyze large datasets. Collaborate with stakeholders to gather data requirements and deliver actionable insights. Ensure accuracy and consistency of data across reports and dashboards. Monitor BI solutions for performance and troubleshoot data inconsistencies. Work with cross-functional teams (Product, Marketing, Finance, Operations) to understand reporting needs and KPIs. Create ad-hoc analysis and reports to support strategic initiatives and operational efficiency. Stay updated with BI trends, tools, and best practices to continuously improve analytics processes. Requirements: Minimum 3 years of experience in BI, data analytics, or a related role. Strong proficiency in Power BI data modeling, DAX, and dashboard development. Solid experience in Google Big Query writing complex SQL queries and optimizing performance. Understanding of data warehousing concepts and ETL processes. Strong analytical and problem-solving skills with attention to detail. Good communication skills with the ability to translate data into insights for non-technical stakeholders. Ability to work in a fast-paced environment with shifting priorities. Preferred Qualifications: Bachelors or Masters degree in Computer Science, Data Science, Information Systems, or a related field. Familiarity with Python or R for data analysis is a plus. Experience with other BI tools (Tableau, Looker, etc.) is a bonus. Exposure to cloud platforms like GCP, AWS, or Azure is an added advantage.

Who We Are We're a DevOps and Automation company based in Bengaluru, India. We have successfully delivered over 170 automation projects for 65+ global businesses, including Fortune 500 companies that entrust us with their most critical infrastructure and operations. We're bootstrapped, profitable, and scaling rapidly by consistently solving real, impactful problems. What We Value Ownership: As part of our team, you're responsible for strategy and outcomes, not just completing assigned tasks. High Velocity: We move fast, iterate faster, and amplify our impact, always prioritizing quality over speed. Who We Seek We are seeking a NextJS Developer with 1 year of experience to join our Engineering team and help develop and maintain our internal products. Your ultimate goal will be to build highly responsive and innovative AI based software solutions that meet our business needs. We're looking for individuals who genuinely care, ship fast, and are driven to make a significant impact. Job Location: Bengaluru (Work From Office) What You Will Be Doing Design, develop, and maintain robust and scalable web applications using NextJS, ReactJS, and TypeScript. Design and implement efficient database schemas using PostgreSQL. Collaborate closely with Front-end developers, Product Managers, Test Engineers, and other stakeholders to understand requirements and transform them into effective technical solutions. Identify and resolve application performance bottlenecks, implementing solutions that enhance responsiveness and scalability. Participate in code reviews to maintain code quality and ensure adherence to architectural guidelines and maintainability standards. Maintain comprehensive technical documentation for all developed features, APIs, and system configurations. Utilize GitHub for version control, ensuring proper branching, merging, code management and CI/CD pipelines. Stay updated with the latest industry trends, and AI advancements. Integrate with REST APIs and Supabase to build complete full-stack solutions. Handle real-time error debugging and implement robust error-handling mechanisms. Use platforms like Vercel for efficient deployments and edge optimization. Collaborate with backend developers (Python/Django) to ensure seamless integration and data flow. Leverage AI tools like Cursor, Claude Code, and strong AI prompting skills to improve development efficiency. Continuously monitor performance and make optimization improvements across the stack. Participate in code reviews and contribute to documentation and shared best practices. What We’re Looking For 1 year of hands-on experience building and deploying applications using NextJS, ReactJS, TypeScript and NodeJS. Proficient in Tailwind CSS, PostgreSQL and modern front-end architecture. Solid understanding of REST APIs, API integration, and state management. Familiarity with front-end technologies (Tailwind CSS, NextJS, shadcn/ui) and ability to develop consistent and user-friendly web interfaces based on Figma designs. Expertise in PostgreSQL, including advanced querying and performance optimization. Deep understanding of web application architecture and system design. Excellent algorithmic problem-solving abilities, focussing on efficiency and performance. Exposure to platforms like Vercel for hosting and deployment. Proficient with GitHub and collaborative development workflows. Strong understanding of how to construct effective prompts to guide AI tools, ensuring precise, relevant, and optimized code output. Exposure to AI-Powered coding tools and services such as Cursor and Claude Code. Ability to excel in highly collaborative and dynamic, fast-paced environments. Quick to learn and adapt to evolving technologies and methodologies. Exceptional verbal and written English communication skills are a must. Benefits Work directly with founders and the leadership team. Drive projects that create real business impact — not busywork. Gain practical skills that traditional education misses. Experience rapid growth as you tackle meaningful challenges. Fuel your career journey with continuous learning and advancement paths. Thrive in a workplace where collaboration powers innovation daily. For any queries, please contact careers@vegastack.com . Job Types: Full-time, Permanent Schedule: Day shift Monday to Friday Ability to commute/relocate: Bengaluru, Karnataka: Reliably commute or planning to relocate before starting work (Required) Work Location: In person

The Group: The Investment Management group consists if our investment advice, multi asset investment portfolios and sub-advisory investment products businesses. Through our registered investment advisor subsidiaries, we use our expertise in asset allocation, risk management and portfolio construction to create innovative investment solutions for institutions, advisors, and their clients. The Investment Management Group’s Business Intelligence team embraces this data driven ethos by delivering key analytics and insights internally to every facet of our business. Our work is manifested as tools and data to help the enterprise grow and run more efficiently, at both strategic and tactical levels. Simply put, we believe that the data we build, across many sources, is our competitive advantage for making the most of our resources while we bring the most compelling product possible to market. To that end, we’re looking for a person with the ability to work with a range of data and reporting technologies (eg Tableau, Power BI, Morningstar BI Platform, Salesforce and others) in order to enhance and sustain a strong foundation of rigor and efficient business insights discovery process for our internal stakeholders across Sales, Marketing, Research, Product, and Operations and Management. The position is based in our Mumbai office. Duties: You’ll be the expert at building and maintaining unified data tech to support advanced and automated business analytics. Design, develop, document and maintain database and reporting structures used to compile insights. Define, develop, maintain and review ETL processes and data modeling solutions. Consistently evolve data processes and techniques in accordance with industry best practices. Contribute to ongoing improvement of quality assurance standards and procedures. Minimum Qualifications Bachelor's degree in Engineering, Statistics, Computer Science or related fields 5+ years of relevant working experience as a software engineer, business intelligence engineer, or equivalent Understanding of advanced data warehousing concepts and track record of applying these concepts on the job Advanced SQL and data blending skills, with experience querying large datasets from multiple sources and developing automated reporting, DBA experience preferred. .Net, C# and/or Python skills for scripting, data manipulation, custom ETLs, and UX development. Experience with Tableau BI software program. Capable of investigating, familiarizing and mastering new data sets quickly Excellent interpersonal skills, with the ability to communicate complex data issues correctly and clearly to both internal and external customers Preferred Qualifications Experience with Amazon Web Service(AWS) and/or other Cloud platforms Experience with Salesforce, JIRA API, and ChatBot Webhook API development Experience with building data warehouse, data cleansing techniques and portfolio risk analysis visualization Experience with Managed Portfolios business operations Education: Bachelor's degree in Engineering, Statistics, Computer Science or related fields Experience: 4+ years of relevant working experience as a software engineer, business intelligence engineer, or equivalent If you receive and accept an offer from us, we require that personal and any related investments be disclosed confidentiality to our Compliance team (days vary by region). These investments will be reviewed to ensure they meet Code of Ethics requirements. If any conflicts of interest are identified, then you will be required to liquidate those holdings immediately. In addition, dependent on your department and location of work certain employee accounts must be held with an approved broker (for example all, U.S. employee accounts). If this applies and your account(s) are not with an approved broker, you will be required to move your holdings to an approved broker. Morningstar’s hybrid work environment gives you the opportunity to work remotely and collaborate in-person each week. While some positions are available as fully remote, we’ve found that we’re at our best when we’re purposely together on a regular basis, typically three days each week. A range of other benefits are also available to enhance flexibility as needs change. No matter where you are, you’ll have tools and resources to engage meaningfully with your global colleagues. I10_MstarIndiaPvtLtd Morningstar India Private Ltd. (Delhi) Legal Entity

Experience Required: 4-7 years Education Qualification: BE/ B. Tech, MCA, MSc (Statistics), MBA from Recognized University Job Description We are looking for a Data Scientist to join our Data Science team. Data science drives all the products we develop. Our products are designed for small to mid-size financial institutions to help them create strategies based on data. The team is responsible for working on predictive model use cases and working closely with technical and functional stakeholders in an agile environment. Role & Responsibilities 3-6 years of relevant work experience in the Data Science/Analytics domain Work with the data scientists’ team, and data engineers. Take ownership of end-to-end data science projects, including problem formulation, data exploration, feature engineering, model development, validation, and deployment, ensuring high-quality deliverables that meet project objectives. Responsible for building analytic systems and predictive models as well as experimenting with new models and techniques. Collaborate with data architects and software engineers to enable deployment of sciences and technologies that will scale across the company’s ecosystem. Responsible for the conception, planning, and prioritizing of data projects Provide support to inexperienced analysts with high-level expertise in an open-source language (e.g., R, Python, etc.) Adhere to stringent quality assurance and documentation standards using version control and code repositories (e.g., Git, GitHub, Markdown) Utilize data visualization tools (Power BI) to deliver insights to stakeholders. Competencies and Technical Skills Degree holder in computer science or related discipline Proficiency in SQL and database querying for data extraction and manipulation. Proficiency in programming languages such as Python/R, and experience with data manipulation and analysis libraries (e.g., NumPy, pandas, scikit-learn). Familiarity with data visualization tools (e.g., Tableau, Power BI) and proficiency in presenting complex data visually. Solid understanding of experimental design, A/B testing, and statistical hypothesis testing. Proven hands-on experience with machine learning algorithms and parameter tuning, including Ensemble methods (Random Forest, XGBoost), Logistic Regression, Support Vector Machines (SVM), and clustering techniques (e.g., K-Means, DBSCAN). Familiarity with Generative AI concepts and AI Agents is a plus. Excellent verbal and written communication skills, with the ability to effectively convey complex concepts to both technical and non-technical stakeholders· Experience with Snowflake is not necessary but preferable.

The Specification Data & System Administration (SDSA) Assistant Scientist's role focuses on administering data input into the Specification System (on SAP PLM), optimizing Business Processes, delivering Training on SAP PLM, and supporting Product Developers with SAP PLM troubleshooting. Responsibilities include supporting Reporting Lead/Sr. Managers/Managers in delivering information needs articulated by Business Partners, providing consultations for R&Ds Foods Snacks formula specification and documentation applications, troubleshooting system, product, and process issues, collaborating with IT on changes from key customers, coordinating special project requests, providing training on R&Ds Foods Applications and specification standards, leading User Acceptance Testing for R&Ds Foods SAP Applications, performing system testing for upgrades and enhancements, managing user access and security, maintaining data for SAP systems, serving as a Subject Matter Expert for R&Ds formula standards, providing product development and project support, creating workflows for product launches, revising control documents/templates, and creating monthly metric reports. The role also involves querying the Specification Database, creating monthly reports for customer awareness on specification status, working on special projects with cross-functional groups, supporting strategy delivery efforts, establishing Specifications sub-team within the service center, supporting simplification and digitalization efforts, and collaborating with global R&D stakeholders. Qualifications include a Bachelor's degree with related experience, training/coaching/facilitation skills, significant experience with IT systems (especially SAP PLM module), proficiency in Microsoft Office Suite, and English communication skills. Essential competencies required are business maturity, time management, problem-solving, communication skills, ability to work independently and in a team, and appreciation for diverse cultures. Desired competencies include industry experience, project management experience, system/software implementation experience, proficiency in Change Management, Visual Basic, SQL, collaboration skills, knowledge of Azure DevOps, and Agile SAFe Methodology.,

Kenvue is currently recruiting for a: Analyst, PowerBI Developer What we do At Kenvue, we realize the extraordinary power of everyday care. Built on over a century of heritage and rooted in science, we’re the house of iconic brands - including NEUTROGENA®, AVEENO®, TYLENOL®, LISTERINE®, JOHNSON’S® and BAND-AID® that you already know and love. Science is our passion; care is our talent. Who We Are Our global team is ~ 22,000 brilliant people with a workplace culture where every voice matters, and every contribution is appreciated. We are passionate about insights, innovation and committed to delivering the best products to our customers. With expertise and empathy, being a Kenvuer means having the power to impact millions of people every day. We put people first, care fiercely, earn trust with science and solve with courage – and have brilliant opportunities waiting for you! Join us in shaping our future–and yours. Role reports to: Manager - Digital Solutions Location: Asia Pacific, India, Karnataka, Bangalore Work Location: Hybrid What you will do About Kenvue: Kenvue is the world’s largest pure-play consumer health company by revenue. Built on more than a century of heritage, our iconic brands, including Aveeno®, Johnson’s®, Listerine®, and Neutrogena® are science-backed and recommended by healthcare professionals around the world. At Kenvue, we believe in the extraordinary power of everyday care and our teams work every day to put that power in consumers’ hands and earn a place in their hearts and homes. Kenvue is currently recruiting for: Senior Power BI Developer This position reports to Manager , Digital Solutions and is based at Bengaluru, IN Role reports to: Manager, Digital Solutions Location: Bengaluru, IN What you will do ? We are seeking an experienced Senior Power BI Developer with extensive hands-on experience in Power BI, Power BI Server, and a deep understanding of the Microsoft Azure stack. The ideal candidate will have excellent communication skills, expertise in DAX queries, data modeling, and a proven track record of leading and delivering insightful data visualizations and business intelligence solutions. Preferred experience in the CPG (Consumer Packaged Goods) industry, particularly within the Supply Chain domain, is highly desirable. Key Responsibilities: Lead the development and implementation of advanced Power BI reports and dashboards that provide actionable insights. Manage and optimize Power BI Server for enhanced performance and scalability. Mentor junior developers and provide guidance on best practices in Power BI development. Work closely with stakeholders to understand their data analysis and deliver comprehensive solutions that meet those needs. Utilize Microsoft Azure stack technologies to ensure seamless integration and data consistency across various platforms. Design and construct complex data models to improve data analytics and reporting capabilities. Write advanced DAX queries to extract and manipulate data for complex reporting requirements. Maintain and support existing Power BI solutions, making strategic improvements as business needs evolve. Collaborate with cross-functional teams to integrate Power BI with other digital solutions and drive innovation. Demonstrate strong stakeholder management skills, effectively communicating and managing expectations across various levels of the organization. Utilize storytelling skills with data visualization to translate complex data into compelling business insights that resonate with stakeholders. Exhibit a learner mindset, staying abreast of the latest industry trends and technologies. Showcase an entrepreneurial mindset, proactively identifying and pursuing opportunities for innovation and improvement. What we are looking for ? Required Qualifications: 4-6 years of hands-on experience with Power BI and Power BI Server. Bachelor's degree in computer science, Data Analytics, Information Technology, or a related field. Strong experience with Microsoft Azure stack, including Azure Data Factory, Azure Data Lake, and Azure SQL Database. Advanced proficiency in DAX queries and data modeling. Strong analytical, problem-solving, and project management skills. Excellent communication and interpersonal skills, with the ability to lead and explain complex data concepts to non-technical stakeholders. Proficiency in SQL querying and the ability to write and optimize complex SQL queries for data analysis and reporting. Familiarity with Microsoft Gen AI capabilities, such as Microsoft 365 Copilot, and the ability to leverage these tools to enhance productivity and decision-making. Experience with Power platform administration/infrastructure understanding, Server administration. Desired Qualifications: A master's degree is preferred, with a specialization in Supply Chain or related areas. Good to have Microsoft Certifications in Business Intelligence or Data Analysis. Preferred experience working in the CPG industry, with a strong understanding of Supply Chain. What’s in it for you? Competitive Total Rewards Package* Paid Company Holidays, Paid Vacation, Volunteer Time & More! Learning & Development Opportunities Employee Resource Groups Note: Total Rewards at Kenvue include salary, bonus (if applicable) and benefits. Your Talent Access Partner will be able to share more about our total rewards offerings and the specific salary range for the relevant location(s) during the recruitment & hiring process. Kenvue is proud to be an Equal Opportunity Employer. All qualified applicants will receive consideration for employment based on business needs, job requirements, and individual qualifications, without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, protected veteran status, or any other legally protected characteristic, and will not be discriminated against on the basis of disability. If you are an individual with a disability, please check our Disability Assistance page for information on how to request an accommodation.

The application window is expected to close on 08/25/2025. Job posting may be removed earlier if the posting is filled or if a sufficient number of applications are received. Meet the Team Join a dynamic team at the forefront of Transformation in Global Manufacturing Operations (GMO). Our team collaborates across functions—working closely with business users, developers, architects, and transformation managers—to deliver business-critical solutions. We are passionate about quality, innovation, and ensuring that every solution we deploy meets the highest standards for global partners. Your Impact As a User Acceptance Testing resource, you will play a pivotal role in ensuring that our applications and solutions meet user needs and business objectives. You will have the outstanding opportunity to contribute to UAT initiatives from planning through execution, working with multi-functional teams to transform requirements into successful deployments. Your attention to detail and collaborative spirit will help drive operational perfection and continuous improvement across Cisco. Responsible to define the scope, objectives, and approach for UAT, ensuring it aligns with business requirements and project goals. Responsible for defining and documenting comprehensive test plans, scenarios, and test cases based on business requirements and functional specifications. Responsible to Identify and assess potential risks associated with UAT and develop mitigation strategies. Collaborate with business users, developers, and other partners to ensure clear communication and alignment throughout the UAT process. Coordinate with partner teams on any test support needed from partners Maintain open and transparent communication with the UAT team and partners, ensuring everyone is advised of progress, issues, and decisions Oversee the execution of test cases, ensuring they are performed accurately and thoroughly. Responsible for Order Progression Responsible for Defect Resolution & Closure Supervise UAT progress, track key metrics, and provide regular status updates to partners. Thoroughly detail the results of UAT, including test cases, scenarios, and any issues or defects identified. Partner with Transformation Managers, Architects, IT and other impacted partners as part of the test planning and execution phases and communicate test status to all partners through project lifecycle. Provide training and onboarding to new testers, ensuring they have the vital skills and knowledge to perform their tasks effectively. Minimum Qualifications: Bachelor’s degree in Computer Science, Information Technology, Supply Chain Management, Industrial Engineering, or equivalent. 5+ years of direct experience in Supply Chain Operations, Manufacturing, Materials, or Inventory domains. Prior experience in UAT, QA, or test management. Experience with Software Development Lifecycle (SDLC) and Agile methodologies. Experience with test management tools such as Qtest or Rally. Knowledge of SQL querying. Preferred Qualifications Ability to identify, assess, and mitigate risks associated with testing. Demonstrated ability to train and onboard new testers optimally. Why Cisco Cisco is an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, gender, sexual orientation, national origin, genetic information, age, disability, veteran status, or any other legally protected basis. Cisco will consider for employment, on a case by case basis, qualified applicants with arrest and conviction records. At Cisco, we’re revolutionizing how data and infrastructure connect and protect organizations in the AI era – and beyond. We’ve been innovating fearlessly for 40 years to create solutions that power how humans and technology work together across the physical and digital worlds. These solutions provide customers with unparalleled security, visibility, and insights across the entire digital footprint. Simply put – we power the future. Fueled by the depth and breadth of our technology, we experiment and create meaningful solutions. Add to that our worldwide network of doers and experts, and you’ll see that the opportunities to grow and build are limitless. We work as a team, collaborating with empathy to make really big things happen on a global scale. Because our solutions are everywhere, our impact is everywhere. We are Cisco, and our power starts with you.

Hi, we’re TechnologyAdvice. At TechnologyAdvice, we pride ourselves on helping B2B tech buyers manage the complexity and risk of the buying process. We are a trusted source of information for tech buyers, delivering advice and facilitating connections between our buyers and the world’s leading sellers of business technology. Headquartered in Nashville, Tennessee, we are a remote-first company with more than 20 digital publications and over 500 global team members in the US, UK, Singapore, Australia, and the Philippines. We’re proud to have been repeatedly recognized as one of America’s fastest growing private companies by Inc., as well as a Tennessee top workplace. We work hard each day and have fun, too, with monthly virtual events, recreational slack channels, and the occasional costumed dance from our CEO. All positions are open to remote work unless otherwise specified in the requirements below. The opportunity As an Analytics Engineer and data modeler within the Business Intelligence team at TechnologyAdvice, you will transform source data into standardized reporting assets to improve business performance and help connect technology buyers and sellers. You will architect source-of-truth data schemas to support business intelligence and enable data-led opportunities. You will create and maintain semantic layers within reporting workflows, driving accuracy and consistency in how business logic is applied. You will work with business intelligence and data science to ensure adoption of standardized reporting tables. You will build production data products that serve as building blocks for predictive models and customer-facing experiences. You will address data quality issues to improve accuracy and increase transparency around upstream failures. You will develop governed production workflows to ensure stability and oversight in reporting processes. You will engineer logical, usable data models to support reporting self-service and adapt to continuously evolving data sources. Success in this role requires the ability to partner effectively with internal stakeholders and develop a deep understanding of the data used to measure and optimize business performance. A positive attitude, attention to detail, and the ability to adapt to changing priorities are essential. If you’re looking for a role where your contributions make a difference and your ideas are welcomed, we want to hear from you. Location: India What You'll Do Own the full lifecycle of data model development, including ideation, prototyping, implementation, refactoring, and deprecation of outdated assets. Develop and maintain semantic data models that serve as the source-of-truth for data customers across the organization. Build common dimension tables to support enterprise reporting use cases and improve data model consistency and maintainability. Document and translate business requirements into data complex models that cover enterprise reporting needs, including marketing attribution and revenue recognition. Standardize data nomenclature and data type conventions and transform legacy data objects to standardized models. Partner with engineering, business intelligence, data science, and other teams to ensure alignment on development priorities and data solutions. Build workflows that maximize the efficiency of data processes while maintaining high standards of data quality, data usability, and performance. Adhere to best practices related to metadata management and metadata reporting. Develop subject matter expertise in specific business areas and data domains, and help educate customers regarding the correct utilization of data objects. Build and maintain production data products that serve as building blocks for business intelligence reporting, predictive data models, and product-led development initiatives. Create and maintain data lineage documentation to improve transparency and auditability of data transformations and dependencies. Implement automated data validation and testing frameworks to ensure data model integrity and trustworthiness. Manage quality assurance workstreams and drive adoption of appropriate incident management frameworks for enterprise reporting. Partner with data engineering to optimize data transformations and scheduled procedures for cost, performance, and reporting schedules. Work directly with business intelligence analysts to enforce the adoption of relevant data models and capture reporting requirements for data model development. Partner with upstream data owners to identify opportunities to improve downstream reporting capabilities, reduce model complexity, and increase data coverage. Participate in agile development processes, including sprint planning, retrospectives, and iterative delivery of data products. Understand stakeholder business objectives and how data and analytics solutions can help internal customers meet their goals. Identify opportunities for data acquisition or data integration projects to improve the value of enterprise data assets. Who You Are Bachelor's or Master's degree in a relevant field such as Computer Science, Information Systems, Data Science or a related discipline. 4-6 years of experience in data engineering, analytics engineering, data modeling, data architecture or data science, preferably in a digital business. Understanding of best practices for designing modular and reusable data structures (e.g. star and snowflake schemas) and implementing conceptual and logical data models Advanced SQL techniques for data transformation, querying, and optimization. Experience working within cloud-based data environments such as Snowflake, Redshift, or BigQuery and managing database procedures and functions. Knowledge of data transformation frameworks and data lineage best practices. Experience building, maintaining, and optimizing ETL/ELT pipelines, using modern tools like dbt, Dagster, Airflow, or similar. Familiarity with version control, CI/CD, and modern development workflows. Experience applying AI to improve work quality and the efficiency of the data model development process. Ability to collaborate cross-functionally with data analysts, engineers, and business stakeholders to understand data needs and translate them into scalable models Knowledge of data governance principles, data quality standards, and regulatory compliance (e.g., GDPR, CCPA) is a plus. Expertise in scripting and automation with experience in object-oriented programming and building scalable frameworks is a plus. Experience building production dashboards using tools such as Tableau, Power BI, or Looker is a plus. Strong attention to detail and a passion for staying updated with industry trends and emerging data management and data transformation technologies. Agile professional who excels in a fast-paced environment and thrives on continuously pivoting strategies to drive business needs forward Please note that, as this is a contract position, no perks or benefits are included with this role. Work authorization Employer work visa sponsorship and support are not provided for this role. Applicants must be currently authorized to work in India at hire and must maintain authorization to work in India throughout their employment with our company. Salary Range We seek to hire top-tier individuals and intend for our compensation to be at a rate that allows us to recruit and retain individuals who align with our core values, purpose, mission, and vision. Final total compensation is based on a multitude of factors including, but not limited to, skill level, relevant experience to the position, and cost of labor. Hourly pay range ₹1,600—₹2,500 INR EOE statement We believe that our differences make us stronger, and thus foster a diverse and inclusive culture where people feel safe being themselves. TechnologyAdvice is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, national origin, disability, protected veteran status, or any other characteristic protected under federal, state or local law. Pre-employment screening required. TechnologyAdvice does not engage with external staffing agencies. Any candidates introduced by such firms will not be eligible for compensation. Any AI-generated or incomplete application answers will be auto-rejected.

Job Title: Subject Matter Expert (SME) – MIS | US Mortgage Domain Job Summary: We are seeking an experienced SME – MIS with 5+ years of expertise in Management Information Systems , specifically supporting operations within the US Mortgage process . The ideal candidate should possess strong analytical skills, excellent command over reporting tools, and the ability to handle sensitive data accurately and confidentially. Prior experience in a mortgage BPO environment is essential. Key Responsibilities: Prepare and deliver daily, weekly, and monthly operational and performance reports across various US mortgage functions (Origination, Underwriting, Processing, Closing, Post-closing, etc.) Track and report on SLA adherence, productivity, and quality metrics for teams and clients Collaborate with Operations, Quality, and Client Services teams to collect, validate, and interpret process data Automate manual reports using Excel Macros, SQL, or dashboarding tools to improve turnaround time Analyze trends , highlight variances, and provide insights to improve efficiency and reduce errors Support client reporting requirements in line with US mortgage compliance and audit standards Ensure all reports meet confidentiality, accuracy, and timeliness standards Assist in preparing MIS decks and presentations for internal and client reviews Key Skills & Tools Required: Strong proficiency in Advanced Excel (VLOOKUP, Pivot Tables, Macros, Power Query) Working knowledge of SQL for data querying and report generation Hands-on experience with Power BI , Tableau , or other dashboarding tools (preferred) Familiarity with US mortgage processes and terminology (LOS, FHA, VA, FNMA, etc.) Excellent analytical, problem-solving, and communication skills Experience handling confidential borrower or loan data Ability to work in a high-pressure, fast-paced environment Qualifications: Bachelor’s degree in Commerce, Computer Applications , or related field Minimum 4 years of MIS/Data Reporting experience, with at least 2 years in the US Mortgage domain Prior experience in a BPO/KPO or financial services organization handling US mortgage clients is mandatory Additional Information: Candidates must be willing to work Night Shift (US business hours) Exposure to client interactions/reporting in a mortgage environment is a plus Work from Office (WFO) role – Chennai location Application Details (Mandatory): Please include the following information in your application: Total Years of Experience: Relevant Years of Experience in MIS (US Mortgage): Current CTC (₹): Expected CTC (₹): Notice Period (in days): Willingness to Work in Night Shifts (Yes/No): Willingness to Work from Office (Yes/No): Available to join Immediately (Yes/No):

Job Description We have an exciting and rewarding opportunity for you to take your software engineering career to the next level. As a Software Engineer III focused in Quality Assurance Engineering at JPMorgan Chase within the Wholesale Credit Risk Technology Data Team, you serve as a seasoned member of an agile team assisting in design, delivery and testing of trusted market-leading technology products in a secure, stable, and scalable way. You are responsible for carrying out critical technology solutions across multiple technical areas within various business functions in support of the firm’s business objectives. Job Responsibilities Executes software solutions, design, development, and technical troubleshooting with ability to think beyond routine or conventional approaches to build solutions or break down technical problems Creates secure and high-quality production code and maintains algorithms that run synchronously with appropriate systems Produces architecture and design artifacts for complex applications while being accountable for ensuring design constraints are met by software code development Gathers, analyzes, synthesizes, and develops visualizations and reporting from large, diverse data sets in service of continuous improvement of software applications and systems Proactively identifies hidden problems and patterns in data and uses these insights to drive improvements to coding hygiene and system architecture Contributes to software engineering communities of practice and events that explore new and emerging technologies Adds to team culture of diversity, opportunity, inclusion, and respect Required Qualifications, Capabilities, And Skills Formal training or certification on software engineering concepts and 3+ years applied experience Experience in automated testing solutions Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages (SQL) BS/BA degree or equivalent experience Proven ability to write automated tests across front and backend Detailed understanding of common defect and data management tools Advanced knowledge of software lifecycles, including Waterfall and Agile, and test automation strategies Experience working effectively with teams and stakeholders to develop relationships and achieve common goals Proficiency in a business function and some understanding of the broader business context Solid understanding of agile methodologies such as CI/CD, Application Resiliency, and Security Demonstrated knowledge of software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.) Preferred Qualifications, Capabilities, And Skills, Exposure to cloud technologies ABOUT US JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management. We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation. About The Team Our Corporate Technology team relies on smart, driven people like you to develop applications and provide tech support for all our corporate functions across our network. Your efforts will touch lives all over the financial spectrum and across all our divisions: Global Finance, Corporate Treasury, Risk Management, Human Resources, Compliance, Legal, and within the Corporate Administrative Office. You’ll be part of a team specifically built to meet and exceed our evolving technology needs, as well as our technology controls agenda.

Job Description We have an exciting and rewarding opportunity for you to take your software engineering career to the next level. As a Software Engineer III at JPMorgan Chase within the Consumer & Community Banking, you will be an experienced member of an agile team, tasked with designing and delivering reliable, market-leading technology products that are secure, stable, and scalable. Your role involves implementing essential technology solutions across diverse technical domains, supporting various business functions to achieve the firm's strategic goals. Job Responsibilities Executes software solutions, design, development, and technical troubleshooting with ability to think beyond routine or conventional approaches to build solutions or break down technical problems Creates secure and high-quality production code and maintains algorithms that run synchronously with appropriate systems Produces architecture and design artifacts for complex applications while being accountable for ensuring design constraints are met by software code development Gathers, analyzes, synthesizes, and develops visualizations and reporting from large, diverse data sets in service of continuous improvement of software applications and systems Proactively identifies hidden problems and patterns in data and uses these insights to drive improvements to coding hygiene and system architecture Contributes to software engineering communities of practice and events that explore new and emerging technologies Adds to team culture of diversity, opportunity, inclusion, and respect Required Qualifications, Capabilities, And Skills Formal training or certification on software engineering concepts and 3+ years applied experience Hands-on practical experience in system design, application development, testing, and operational stability Proficient in coding in one or more languages Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages Overall knowledge of the Software Development Life Cycle Solid understanding of agile methodologies such as CI/CD, Application Resiliency, and Security Demonstrated knowledge of software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.) Preferred Qualifications, Capabilities, And Skills Familiarity with modern front-end technologies Exposure to cloud technologies ABOUT US

Job Description You’re ready to gain the skills and experience needed to grow within your role and advance your career — and we have the perfect software engineering opportunity for you. As a Software Engineer II at JPMorganChase within the Consumer and Community Banking, you are part of an agile team that works to enhance, design, and deliver the software components of the firm’s state-of-the-art technology products in a secure, stable, and scalable way. As an emerging member of a software engineering team, you execute software solutions through the design, development, and technical troubleshooting of multiple components within a technical product, application, or system, while gaining the skills and experience needed to grow within your role. Job Responsibilities Executes standard software solutions, design, development, and technical troubleshooting Writes secure and high-quality code using the syntax of at least one programming language with limited guidance Designs, develops, codes, and troubleshoots with consideration of upstream and downstream systems and technical implications Applies knowledge of tools within the Software Development Life Cycle toolchain to improve the value realized by automation Applies technical troubleshooting to break down solutions and solve technical problems of basic complexity Gathers, analyzes, and draws conclusions from large, diverse data sets to identify problems and contribute to decision-making in service of secure, stable application development Learns and applies system processes, methodologies, and skills for the development of secure, stable code and systems Adds to team culture of diversity, opportunity, inclusion, and respect Required Qualifications, Capabilities, And Skills Formal training or certification on software engineering concepts and 2+ years applied experience Hands-on practical experience in system design, application development, testing, and operational stability Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages Demonstrable ability to code in one or more languages Experience across the whole Software Development Life Cycle Strong experience in UI, React JS, Backend. Exposure to agile methodologies such as CI/CD, Application Resiliency, and Security Emerging knowledge of software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.) Preferred Qualifications, Capabilities, And Skills Familiarity with modern front-end technologies Exposure to cloud technologies ABOUT US

Hello, Greeting from Quess Corp!! Hope you are doing well we have job opportunity with one of our client Designation_ Data Engineer Location – Gurugram Experience – 4yrs to 11 Yrs Qualification – Graduate / PG ( IT) Skill Set – Data Engineer, Python, AWS, SQL Essential capabilities Enthusiasm for technology, keeping up with latest trends Ability to articulate complex technical issues and desired outcomes of system enhancements Proven analytical skills and evidence-based decision making Excellent problem solving, troubleshooting & documentation skills Strong written and verbal communication skills Excellent collaboration and interpersonal skills Strong delivery focus with an active approach to quality and auditability Ability to work under pressure and excel within a fast-paced environment Ability to self-manage tasks Agile software development practices Desired Experience Hands on in SQL and its Big Data variants (Hive-QL, Snowflake ANSI, Redshift SQL) Python and Spark and one or more of its API (PySpark, Spark SQL, Scala), Bash/Shell scripting Experience with Source code control - GitHub, VSTS etc. Knowledge and exposure to Big Data technologies Hadoop stack such as HDFS, Hive, Impala, Spark etc, and cloud Big Data warehouses - RedShift, Snowflake etc. Experience with UNIX command-line tools. Exposure to AWS technologies including EMR, Glue, Athena, Data Pipeline, Lambda, etc Understanding and ability to translate/physicalise Data Models (Star Schema, Data Vault 2.0 etc) Essential Experience It is expected that the role holder will most likely have the following qualifications and experience 4-11 years technical experience (within financial services industry preferred) Technical Domain experience (Subject Matter Expertise in Technology or Tools) Solid experience, knowledge and skills in Data Engineering, BI/software development such as ELT/ETL, data extraction and manipulation in Data Lake/Data Warehouse/Lake House environment. Hands on programming experience in writing Python, SQL, Unix Shell scripts, Pyspark scripts, in a complex enterprise environment Experience in configuration management using Ansible/Jenkins/GIT Hands on cloud-based solution design, configuration and development experience with Azure and AWS Hands on experience of using AWS Services - S3,EC2, EMR, SNS, SQS, Lambda functions, Redshift Hands on experience Of building Data pipelines to ingest, transform on Databricks Delta Lake platform from a range of data sources - Data bases, Flat files, Streaming etc.. Knowledge of Data Modelling techniques and practices used for a Data Warehouse/Data Mart application. Quality engineering development experience (CI/CD – Jenkins, Docker) Experience in Terraform, Kubernetes and Docker Experience with Source Control Tools – Github or BitBucket Exposure to relational Databases - Oracle or MS SQL or DB2 (SQL/PLSQL, Database design, Normalisation, Execution plan analysis, Index creation and maintenance, Stored Procedures) , PostGres/MySQL Skilled in querying data from a range of data sources that store structured and unstructured data Knowledge or understanding of Power BI (Recommended) Key Accountabilities Design, develop, test, deploy, maintain and improve software Develop flowcharts, layouts and documentation to identify requirements & solutions Write well designed & high-quality testable code Produce specifications and determine operational feasibility Integrate software components into fully functional platform Apply pro-actively & perform hands-on design and implementation of best practice CI/CD Coaching & mentoring of other Service Team members Develop/contribute to software verification plans and quality assurance procedures Document and maintain software functionality Troubleshoot, debug and upgrade existing systems, including participating in DR tests Deploy programs and evaluate customer feedback Contribute to team estimation for delivery and expectation management for scope. Comply with industry standards and regulatory requirements

Senior Support Analyst (Application) Location: Gurgaon (Hybrid work model) Entra Solutions is a FinTech company specialized in technology-based financial solutions and services for the mortgage industry. We are a people-focused, growth-oriented, innovative company and we're looking for people like you to make a positive change and join our team today! Job Summary We are looking for an Application Support Analyst with strong expertise in Encompass LOS and Lending division operations, who will be the vital link between our technology platforms and mortgage business goals. The ideal candidate will support and ensure successful resolution of functional and technical issues across Encompass and other lending/servicing systems. What You Will Do · Administration, configuration, and support of ICE Encompass Loan Origination System (LOS) including user profiles, custom fields, business rules, input forms, and personas. · Provide day-to-day support for Lending Division users by analyzing and resolving issues related to origination and underwriting workflows. · Support, optimize, and customize loan servicing and contact center applications like FiServ LoanServ, Five9, and Tempo. · Triage and manage cases, service requests, and enhancement tickets using internal ticketing systems (e.g., Jira). · Ensure servicing and lending applications are fully operational and implement rapid resolution strategies in case of service disruption. · Provide a high level of support to internal business users while adhering to strict SLAs for response and resolution. · Perform problem determination, implement workarounds, and support root cause analysis and incident resolution. · Test and verify service releases, Encompass patches, feature deployments, and custom configurations. · Assist with the maintenance and support of internal applications, data integrations, and infrastructure as needed. · Maintain detailed documentation of issue resolutions, standard operating procedures, and platform configurations. · Responsibilities may require occasional late night and weekend work to support key deployments and maintenance windows. What We're Looking For · BE/BTech degree in Computer Science, Information Technology, or related field · 7–9 years of IT Production/Application Support experience, with at least 2+ years focused on Encompass LOS administration · Familiarity with US mortgage origination and servicing processes including Lending Compliance · Strong knowledge of ticketing tools, issue management, and stakeholder communication · Excellent analytical, debugging, and root cause analysis skills · Hands-on experience with Microsoft Office tools and SQL for querying and data validation · Ability to understand business workflows, logic flows, and software configurations · Effective written and verbal communication skills and a strong commitment to customer service · Previous experience supporting application users through phone, email, and in-person troubleshooting · Experience coordinating with QA, development, and product teams on platform enhancements · Ability to work independently and collaboratively in a cross-functional team environment

Onsite in Hyderabad , 6:30 PM to 3:30 AM IST to align with US Central Time (8:00 AM – 5:00 PM CST) for first 3 months Can potentially be able to work core IDT hours after proven ability to work independently This position is paying between ₹10-20 LPA Required Qualifications 5+ years professional full stack software development experience 5+ years professional front-end development experience with React 5+ years experience with NodeJS or Python in a back-end framework (Express, Hapi, Flask, Django or related preferred) Experience working in a Linux based environment Preferred Experience AWS cloud development experience Proficiency at querying SQL and NoSQL databases and ability to build and maintain processes to retrieve and integrate data from various sources Experience with containerization and orchestration tools (Docker, Kubernetes, Ansible, etc.) CI / CD experience and knowledge Day to Day We are seeking an Off-Shore Full Stack Developer to join its Automated Continuous Validation & Testing team. This developer will work on a proprietary internal application that accelerates testing processes and supports the lab operations organization. The role involves 70% front-end development using React and 30% back-end work with Node.js, with responsibilities including designing, testing, and documenting new features, integrating cable device automation, building dynamic forms and views, and exploring AI-driven enhancements to improve user experience. Operating in an Agile environment, the position is highly hands-on, with 80–90% of the time spent coding and conducting code reviews, making it ideal for someone passionate about building robust, user-centric applications.

Make an impact with NTT DATA Join a company that is pushing the boundaries of what is possible. We are renowned for our technical excellence and leading innovations, and for making a difference to our clients and society. Our workplace embraces diversity and inclusion – it’s a place where you can grow, belong and thrive. Your day at NTT DATA The Business Intelligence Analyst is a seasoned subject matter expert, tasked with participating in the transformation of data into insights that drive business value using data analytics, data visualization, and data modelling techniques and technologies. This role is required to transform data into critical information and knowledge that can be used to make sound business decisions and is also responsible for the establishment of system applications and/or tools that the company uses to record, organize, store, secure, and access data. This role is required to have seasoned technical specialist proficiency in generating visual analytics, dashboards, and ad hoc reports for the business. Key responsibilities: Analyzes complex business problems and issues using data from internal and external sources to provide insight to decision-makers. Creates forecasts, recommendations and strategic/tactical plans based on business data and market knowledge. Creates specifications for reports and analysis based on business needs and required or available data elements. Accountable for contributing to the definition, development, enhancement and tracking of metrics and dashboard requirements to deliver results and provide insight and recommendations on trends. Works across multiple teams, using data analysis and tools to ensure analytics are valid, meaningful, and provides actionable and comprehensive insights. Analyzes data across various platforms, including social media, and present trends and patterns. Designs and maintains business intelligence reports and analytics. Extracts and analyzes data, statistics, and information from various sources and interpret and produce the relevant reports, summaries, and briefing notes that will be used to inform business decisions. Works with a variety of internal stakeholders to translate needs into data reports, data insights, and extracts. Optimizes visual information for easier consumption and actionable metrics. Maintains processes for ensuring data accuracy and current relevance and representation. Reviews and edits requirements, specifications, business processes, and recommendations related to proposed solutions. Ensures that the client receives the required support to implement recommendations and solutions. To thrive in this role, you need to have: Good understanding of data mining principles, predictive analytics, mapping, collecting data from multiple data systems on premises and cloud-based data sources. Ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy. Ability to identify solutions in sprawling data sets and the business mindset to convert insights into strategic opportunities. Excellent analytical, problem-solving, and communication skills. Excellent ability to work independently and collaborate across multiple teams and build sound working relationships. Excellent understanding of current data protection and privacy laws. Passionate about achieving results and statistics. Technical expertise and knowledge of statistical concepts. Ability to identify trends, business opportunities, etc. Excellent awareness of critical business issues and priorities. Programming skills with querying languages, SLQ, SAS, etc. Good understanding of statistical analysis and reporting packages. Academic qualifications and certifications: Bachelor's degree or equivalent in Data Science, Business Analytics, Mathematics, Economics, Statistics, Engineering, Computer Science, Computer Engineering or another quantitative field is preferred. Required experience: Seasoned experience working in an analytics capacity. Seasoned experience working with data collection tools and software. Seasoned experience working with social media platforms such as LinkedIn, Facebook, etc. Seasoned experience producing Excel-based reporting. Workplace type: Hybrid Working About NTT DATA NTT DATA is a $30+ billion trusted global innovator of business and technology services. We serve 75% of the Fortune Global 100 and are committed to helping clients innovate, optimize and transform for long-term success. We invest over $3.6 billion each year in R&D to help organizations and society move confidently and sustainably into the digital future. As a Global Top Employer, we have diverse experts in more than 50 countries and a robust partner ecosystem of established and start-up companies. Our services include business and technology consulting, data and artificial intelligence, industry solutions, as well as the development, implementation and management of applications, infrastructure, and connectivity. We are also one of the leading providers of digital and AI infrastructure in the world. NTT DATA is part of NTT Group and headquartered in Tokyo. Equal Opportunity Employer NTT DATA is proud to be an Equal Opportunity Employer with a global culture that embraces diversity. We are committed to providing an environment free of unfair discrimination and harassment. We do not discriminate based on age, race, colour, gender, sexual orientation, religion, nationality, disability, pregnancy, marital status, veteran status, or any other protected category. Join our growing global team and accelerate your career with us. Apply today.

About BiteSpeed Hey there! We are a Sequoia-backed SaaS startup building an AI-native Marketing, Support & Sales suite for e-commerce brands. We’re currently working with 3000+ e-commerce brands globally across 50+ countries and are fortunate to have raised $5.5M+ along the journey with marquee investors like Sequoia Capital India, Kunal Shah, Gaurav Munjal & more backing us. 💡 Read more about our mission and the story of commerce here- https://www.notion.so/bitespeed/BiteSpeed-s-Mission-the-Future-of-Commerce-b3cf14a080d94654ba46693c8cacd24f Check out more about us here - https://www.bitespeed.co/ and do read through our 200+ odd 5-star reviews to get a sense of what our customers say about us here - https://apps.shopify.com/bitespeed-fb-messenger-chatbot (we openly brag about this 😉) We’ve had some solid investors back us (making it easier for you to stalk us since you’d do this anyway):- BiteSpeed Raises USD 3.5M Funding, Led by Peak XV’s Surge- https://www.businesswireindia.com/e-commerce-ai-startup-bitespeed-raises-usd-3-5m-funding-led-by-peak-xvs-surge-92455.html E-commerce AI start-up BiteSpeed raises $3.5 million funding led by Peak XV’s Surge- https://www.thehindubusinessline.com/info-tech/e-commerce-ai-start-up-bitespeed-raises-35-million-funding-led-by-peak-xvs-surge/article68863058.ece BiteSpeed Raises $1.9 Million Seed Funding From Sequoia India's Surge- https://www.entrepreneur.com/en-in/business-news/bitespeed-raises-19-million-seed-funding-from-sequoia/418414 About the role Our product function so far has been founder-led largely built on internal tribal knowledge. This will be an early product hire for us with which means high product ownership . Given our multi-product DNA , there is now increasing breadth and depth in our products with each product taking a life of its own and we see value to bringing some order to the chaos with this role :). This role is as early-stage product as it gets. Morning stand-ups, scrambling through customer conversations during the day, data digging in the evenings and finally getting to those PRDs at night! The role is also at an interesting intersection of B2B SaaS customer conversations and B2C experimentation given our space. What you’ll do Own and drive the product roadmap , including product decisions, prioritisation and execution. Lots of user interviews & speaking to sales and CS teams to inform product decisions . Create detailed product specification documents for the design & development team. Work closely with design teams to go from ideas to user flows . Work closely with engineering on product delivery . Querying databases and monitoring dashboards to track product metrics. Research the market and competitive landscape to have a pulse of market direction. What makes you a good fit 2+ years of product management experience (B2B SaaS not necessary). Comfortable with early stage startup imperfections and able to operate in disorder. Rigour, thoroughness and detail-orientation in thought and action. Extremely high agency and adaptability. Willingness to get hands dirty with data, customer interviews and so on. Some recent experience dabbling into LLMs (nice to have, but not a deal-breaker). Salary and Location Location: Bangalore Expected CTC: We pay top of market for the right folks and also offer generous equity (ESOP) to everyone in the team. Our Way Of Life - https://www.notion.so/bitespeed/Way-Of-Life-At-BiteSpeed-44d9b9614d9641419da910189b1e9f8e. Our Purpose At BiteSpeed, work is personal. You could blame this on us being existential, but most of us are spending the best years of our lives doing this and we want to be purposeful about the kind of workplace we’re trying to create. Our purpose is about why we’re here and what we care about:- Personal Transformation Wealth Creation Winning Together Our Values Our values are about how we do what we do. Values define the right thing to do. We hire, reward and sometimes have to let go based on our values. We have 5 core values:- Go Above And Beyond Making Things Happen Say It Like It Is Progress Over Perfection Don’t Take Yourself Seriously, Take Your Work Seriously Perks & Benefits Small things we’ve done to ensure we take care of our wellness, learning & keep things fun:- Health Insurance - Health insurance cover and accident coverage for extra cushion and mental peace when rainy days hit us. Quarterly Off-sites - Quarterly off-sites are a core part of the BiteSpeed culture. Our off-sites range from intense quarter planning sessions to crazy mafia nights and competitive cricket matches (with a lot of trash talking). Cult Fitness Membership - All work and no play makes jack a dull boy. Cult Fit and Cult Play passes to make sure we hit the gym more often. Personal Development - We sponsor courses, conference tickets, books on a case to case basis to ensure we’re constantly growing. Salary In Advance - Trust first, by default. We pay out salaries in the first week of the month. Know someone who might be a great fit? Refer them to us, if they end up joining we'll send you an Apple AirPods Pro as a gesture of thanks! For any queries feel free to write to talent@bitespeed.co.

Project Role : Data Platform Engineer Project Role Description : Assists with the data platform blueprint and design, encompassing the relevant data platform components. Collaborates with the Integration Architects and Data Architects to ensure cohesive integration between systems and data models. Must have skills : Snowflake Data Warehouse Good to have skills : NA Minimum 5 Year(s) Of Experience Is Required Educational Qualification : 15 years full time education Summary: As a Data Platform Engineer, you will assist with the data platform blueprint and design, encompassing the relevant data platform components. Your typical day will involve collaborating with Integration Architects and Data Architects to ensure cohesive integration between systems and data models, while also engaging in discussions to refine and enhance the overall data architecture. You will be involved in various stages of the data platform lifecycle, ensuring that all components work harmoniously to support the organization's data needs and objectives. Roles & Responsibilities: - Expected to be an SME. - Collaborate and manage the team to perform. - Responsible for team decisions. - Engage with multiple teams and contribute on key decisions. - Provide solutions to problems for their immediate team and across multiple teams. - Facilitate knowledge sharing sessions to enhance team capabilities. - Monitor and evaluate team performance to ensure alignment with project goals. Professional & Technical Skills: - Must To Have Skills: Proficiency in Snowflake Data Warehouse. - Strong understanding of data modeling and ETL processes. - Experience with cloud data warehousing solutions. - Familiarity with SQL and data querying techniques. - Ability to troubleshoot and optimize data workflows. Additional Information: - The candidate should have minimum 5 years of experience in Snowflake Data Warehouse. - This position is based at our Bengaluru office. - A 15 years full time education is required.

Role : Data Scientist Experience : 5 years to 8 years Location : Hyderabad, Pune, Bangalore Job Description: Mandatory Skills :Machine Learning, Python Programming Tools Python Pandas NumPy Matplotlib Seaborn Scikit learn SQL complex queries joins CTEs window functions Git Data Analysis Visualization Exploratory Data Analysis EDA trend and correlation analysis hypothesis testing dashboards Power BI Tableau storytelling with data Databases Data Handling SQL Server MySQL basic knowledge of Spark BigQuery Hive is a plus Statistics ML Foundational Descriptive and inferential statistics regression classification clustering KMeans model evaluation metrics accuracy precision recall AUC over fitting under fitting cross validation LLMAI Exposure Familiarity with prompt engineering OpenAI APIs basic usage of GPT models for data text automation awareness of LLM limitations and applications in analytics Soft Skills Strong problem solving ability attention to detail stakeholder communication ability to translate business problems into data solutions Experience Highlights Conducted in depth data analysis to uncover trends patterns and anomalies that informed strategic decisions across product marketing and operations teams Designed and implemented scalable data pipelines and automated data workflows using Python and SQL Developed and maintained analytical models and dashboards to track key business metrics and performance indicators Applied statistical methods and machine learning techniques to solve real world business problems such as forecasting segmentation and performance optimization Collaborated with stakeholders to gather requirements translate business questions into analytical approaches and communicate findings with clarity Explored the use of LLMs eg OpenAI GPT for enhancing internal workflows and accelerating data driven tasks such as querying summarization and content generation