79 Stratification Jobs - Page 4

Job Description Who we are The Goldman Sachs Group, Inc. is a leading global financial services firm providing investment banking, securities and investment management services to a substantial and diversified client base that includes corporations, financial institutions, governments, and high-net-worth individuals. The firm is headquartered in New York and maintains offices in London, Frankfurt, Tokyo, Hong Kong, India and other major financial centers around the world. Global Banking & Markets Our core value is building strong relationships with our institutional clients, which include corporations, financial service providers, and fund managers. We help them buy and sell financial products on exchanges around the world, raise funding, and manage risk. This is a dynamic, entrepreneurial team that includes individuals who have a passion for the markets and who thrive in fast-paced, changing environments and are energized by a bustling trading floor. At Goldman Sachs, our culture is one of teamwork, innovation, and meritocracy. We often say our people are our greatest asset and we take pride in supporting each colleague both professionally and personally. From collaborative workspaces and ergonomic services to wellbeing and resilience offerings, we offer our professionals the flexibility and support they need to reach their goals in and outside the office. GBM Third Party Risk Management & Strategy The GBM Third Party Risk Management & Strategy team within GBM oversees the control framework and guides GS managers implement oversight on a broad spectrum of processes managed by Vendors. The Quality Control position in GBM Third Party Risk Management & Strategy team provides an opportunity for a dynamic and risk-aware individual to take part in shaping GBM’s Third Party control framework related to a broad spectrum of firm policies and processes, including but not limited to Customer Due Diligence, Regulatory Reform, FICC Ops, Equities, PB Ops, Pre-matching, Settlements etc. The role is part of a team responsible for overseeing aspects of policy implementation, quality assurance, audit facilitation and relative analytics for the GBM teams. The successful candidate will be able to exercise independent judgment, discretion, and decision-making. How You Will Fulfill Your Potential Work with Senior Leadership, Sourcing, Third Party Risk Resilience teams and Vendors to develop, implement and deliver complex and strategic cross divisional initiatives Build data tracking and management tooling which can be leveraged for reporting to senior stakeholders. Implement quality assurance and testing approaches for vendor engagements by understanding the procedures, doing quality checks for balancing risk and control Responsibilities Supporting the divisions to ensure they comply with the firms Vendor Management (VM) programs. Equipping Vendor Relationship Owners with skills, training, and awareness on their roles Engaging with Risk Partners across the organization (e.g. compliance, technology), as needed, helping the divisions to understand third party risks Reporting to divisional stakeholders on VM activities, including outstanding risks and ongoing initiatives Evaluating and providing guidance to key divisional stakeholders to support implementation and compliance with the Vendor Management Policy and Standard, and challenging divisional TPRM activities, where appropriate Engage with the divisions to raise awareness of the third-party risk management framework as well as develop the risk management skills of all Vendor Relationship Owners Developing and providing periodic global and regional reporting on vendor landscape, risks, controls, and overall status of divisional execution against the program requirements Support and help lead aspects of global TPRM program initiatives and priorities, working with global program and capability leads, as well as the global team overall. Champion and advocate for program maturity and development with key partners across the organization, ensuring alignment with GBMs overall third-party strategy. Design the appropriate framework and operating model to support the integration of risk control and business functions, the ongoing management of the third-party lifecycle, and maturing the existing third-party segmentation, risk tiering, and stratification. Skills & Experience We’re Looking For 6+ years’ experience in a business / Non-Financial Risk management/Third Party Risk Management pertaining to vendor services/ applications and Contingent Workers Experience in dealing with external vendors single handedly. Experience in managing/ coordinating with multiple functions including business functions, technology teams, compliance etc. Experience in data analysis and in creating dashboards using BI tools like Tableau, Altryx etc. would be an added advantage. A deep understanding of the different risk domains pertaining to third parties (e.g., Information/ Cyber Security, Cloud concepts, Privacy, Compliance, BCP etc.) and their unique requirements. In depth understanding of SDLC and experience in coordinating deployment cycles Strong experience addressing senior-level leadership and the ability to collaborate and lead cross-functional teams and initiatives. Designing, testing, or monitoring of internal risk controls. Passion for delivering and promoting quality in all aspects of your work and applying professional judgement. Creativity/Innovation - Looks for new ways to improve current processes and develop creative solutions that are grounded and have practical value. Managing and developing junior team members through delegation, supervision, and coaching About Goldman Sachs At Goldman Sachs, we commit our people, capital and ideas to help our clients, shareholders and the communities we serve to grow. Founded in 1869, we are a leading global investment banking, securities and investment management firm. Headquartered in New York, we maintain offices around the world. We believe who you are makes you better at what you do. We're committed to fostering and advancing diversity and inclusion in our own workplace and beyond by ensuring every individual within our firm has a number of opportunities to grow professionally and personally, from our training and development opportunities and firmwide networks to benefits, wellness and personal finance offerings and mindfulness programs. Learn more about our culture, benefits, and people at GS.com/careers. We’re committed to finding reasonable accommodations for candidates with special needs or disabilities during our recruiting process. Learn more: https://www.goldmansachs.com/careers/footer/disability-statement.html © The Goldman Sachs Group, Inc., 2023. All rights reserved. Goldman Sachs is an equal employment/affirmative action employer Female/Minority/Disability/Veteran/Sexual Orientation/Gender Identity Show more Show less

Job Description: Medical Intern (Data Annotation & Clinical Curation) Company: Akrys AI Healthcare Pvt Ltd Location: Karnataka, Andhra Pradesh, Telangana (Remote/On-site options available) Reporting To: Project Manager / Senior Medical Data Scientist Role Summary: Medical Interns at Akrys AI Healthcare will play a critical role in annotating medical data, curating clinical rules, structuring diagnostic flowcharts, standardizing guidelines, and refining phonetic correction. This position is ideal for medical students or recent graduates passionate about clinical informatics, AI-driven diagnostics, and digital health transformation. Key Responsibilities: 1. Annotation of Medical Data: o Accurately annotate clinical notes, patient histories, radiological reports, and lab findings for AI model training. o Ensure data is structured for optimal machine learning efficiency and accuracy. o Collaborate with the Data Science team to identify gaps or inconsistencies in annotated data. 2. Curation of Clinical Rules: o Assist in creating and validating clinical decision support rules based on evidence-based guidelines. o Contribute to the development of automated triggers for early diagnosis and risk stratification. o Map clinical rules to diagnostic criteria for streamlined model training. 3. Critical Question Checklist Development: o Develop structured checklists for differential diagnosis, history-taking, and follow-up recommendations. o Ensure questions are clinically relevant, unambiguous, and follow standard medical protocols. 4. Guidelines Standardization: o Work with SMEs (Subject Matter Experts) to ensure clinical guidelines are current and region-specific. o Support the integration of ICMR, WHO, and CDC guidelines into AI diagnostic pathways. o Regularly update guidelines based on new evidence or clinical feedback. 5. Diagnostic Flowchart Structuring: o Assist in creating intuitive, decision-based flowcharts for various medical conditions. o Map symptoms, investigations, differential diagnoses, and next-step actions clearly. o Validate flowcharts against clinical cases to ensure reliability. 6. Phonetic Correction for MTI (Mother Tongue Interference): o Work with the Speech-to-Text (STT) team to correct phonetic errors commonly found in MTI scenarios. o Create correction libraries for major Indian languages to enhance model accuracy. Qualifications: • MBBS final year students or recent graduates. • Strong understanding of clinical terminology and medical workflows. • Excellent attention to detail and a structured approach to medical data annotation. • Familiarity with medical guidelines (ICMR, WHO) and clinical decision-making. • Good communication skills and ability to work collaboratively in a team. Preferred Skills: • Exposure to digital health platforms or AI-based diagnostic tools. • Knowledge of regional languages for phonetic correction (Hindi, Telugu, Kannada, Tamil). • Experience in clinical research or data annotation is a plus. Benefits: • Hands-on experience with cutting-edge AI-driven healthcare solutions. • Opportunity to work alongside data scientists and medical experts. • Stipend and certification upon successful completion of the internship. Application Process: Interested candidates can send their resume and a brief statement of interest to Sravya@akrys.ai .Shortlisted candidates will be contacted for a virtual interview. Akrys AI Healthcare Pvt Ltd is committed to fostering a diverse and inclusive workplace. We encourage applications from all qualified individuals, including women, minorities, and those with disabilities.

At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all. Structured Finance – Transactions – CMBS The opportunity The Structured Finance Team specializes in addressing varying needs of market participants in the securitization marketplace across asset classes, including asset- backed securities (ABS), commercial mortgage- backed securities (CMBS), residential mortgage- backed securities (RMBS) and collateralized loan obligations (CLO). The securitization market is a dynamic marketplace, continuously evolving with new regulations and technological advances every day. This a great opportunity to work in this fast-paced transaction business, support diverse engagement teams, work with a wide variety of clients and lead business development activities on strategic and global priority accounts. Your Key Responsibilities The primary role of the SFT transaction team is to perform agreed-upon procedures (AUP) to help clients execute securitization transactions successfully.Work with and interact with front-office investment banking clients dailyPerform loan document review and data reviews on loan files, recalculating fields on data tapes and run exception reports to tie out with clientsCreate collateral stratification tables used for assessing loan pool characteristicsReview offering documents to verify information is accurate, complete, and conforming with industry and market standardsMultitask and work under pressure to meet strict deadlinesArticulate issues and problems and communicate clearly to the seniorsAbility to work collaboratively with team members as part of the team Skills And Attributes For Success Strong leadership, teaming, technical and relationship- building skills and integrity. These skills along with having a consistent commitment to delivering only the highest quality of work products to your clients, will allow you to easily integrate into the SFT transaction team and reach your professional development goals. To qualify for the role, you must have A bachelor's degree in Accounting, Finance, Economics, or a related discipline and approximately 2 years of related work experience; MBA or equivalent preferredExcellent prioritization skills and a commitment to meeting client deadlinesStrong communication skills for report writing, client presentations and client interactionsProficient skills with MS Office, including Excel, Word, and PowerPointFlexibility and willingness to work more than standard hours when necessary to meet client deadlinesWillingness to work in shift based on the role hired for Ideally, you’ll also have Prior structured finance experience What We Look For Individuals who demonstrate in-depth technical capabilities and professional knowledgeStrong analytical skills with attention to detail & accuracyAbility to quickly assimilate to new knowledge and possess good business acumenPolished verbal and written communication skills in English What We Offer EY Global Delivery Services (GDS) is a dynamic and truly global delivery network. We work across six locations – Argentina, China, India, the Philippines, Poland, and the UK – and with teams from all EY service lines, geographies, and sectors, playing a vital role in the delivery of the EY growth strategy. From accountants to coders to advisory consultants, we offer a wide variety of fulfilling career opportunities that span all business disciplines. In GDS, you will collaborate with EY teams on exciting projects and work with well-known brands from across the globe. We’ll introduce you to an ever-expanding ecosystem of people, learning, skills, and insights that will stay with you throughout your career. Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way. Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs. Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs. EY | Building a better working world EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets. Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate. Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.

Job Information Date Opened 08/04/2025 Job Type Full time Work Experience 5+ years Industry IT Services Number of Positions 1 City Chennai State/Province Tamil Nadu Country India Zip/Postal Code 600086 About Us Why a career in Zuci is unique! Constant attention is the source of our perfection. We fundamentally believe that building a career is all about consistency. If you jog or walk for a few days, it won’t bring in big results. If you do the right things every day for hundreds of days, you'll become lighter, more flexible, and you'll start enjoying your work and life more. Our customers trust us because of our unwavering consistency. Enabling us to deliver high-quality work and thereby give our customers and Team Zuci the best shot at extraordinary outcomes. Do you see the big picture? Is Digital Engineering your forte? Job Description Job Title: Machine Learning Engineer Experience Level: 5 - 8 Years Location: Chennai About the Role: We are seeking a highly skilled and experienced Machine Learning Engineer to join our innovative team within the U.S. healthcare payer sector. You will be instrumental in designing, developing, and deploying cutting-edge machine learning models that address critical business challenges, improve operational efficiency, and enhance member outcomes. This role demands a strong understanding of ML principles, robust software engineering practices, and familiarity with the unique complexities of healthcare data. Responsibilities: Design, develop, and implement scalable machine learning models and algorithms to solve complex problems related to claims processing, fraud detection, risk stratification, member engagement, and predictive analytics within the payer landscape. Collaborate closely with data scientists, product managers, and other engineering teams to translate business requirements into technical specifications and deliver end-to-end ML solutions. Develop and optimize ML model training pipelines, ensuring data quality, feature engineering, and efficient model iteration. Conduct rigorous model evaluation, hyperparameter tuning, and performance optimization using statistical analysis and best practices. Integrate ML models into existing applications and systems, ensuring seamless deployment and operation. Write clean, well-documented, and production-ready code, adhering to high software engineering standards. Participate in code reviews, contribute to architectural discussions, and mentor junior engineers. Stay abreast of the latest advancements in machine learning, healthcare technology, and industry best practices, actively proposing innovative solutions. Ensure all ML solutions comply with relevant healthcare regulations and data privacy standards (e.g., HIPAA). Required Technical Skills: Programming Language: Expert proficiency in Python. Machine Learning Libraries: Strong experience with PyTorch and scikit-learn. Version Control: Proficient with Git and GitHub. Testing: Solid understanding and experience with Python unittest framework and Pytest for unit, integration, and API testing. Deployment: Hands-on experience with Dockerized deployment on AWS or Azure cloud platforms. CI/CD: Experience with CI/CD pipelines using AWS CodePipeline or similar alternatives (e.g., Jenkins, GitLab CI). Cloud Platforms: Experience with AWS or Azure services relevant to ML workloads (e.g., Sagemaker, EC2, S3, Azure ML, Azure Functions).