35 Stratification Jobs - Page 2

JOB DESCRIPTION Description for Internal Candidates About Goldman Sachs At Goldman Sachs, we connect people, capital and ideas to help solve problems for our clients. We are 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 individuals. For us, it’s all about bringing together people who are curious, collaborative and have the drive to make things possible for our clients and communities. Global Banking & Markets Our core value is building strong relationships with our institutional clients, which include financial service providers, and fund managers. We help them buy and sell financial products exchanges around the world, raise funding, and manage risk. This is a dynamic, entrepreneurial with a passion for the markets, with individuals who thrive in fast-paced, changing environments and energized by a bustling trading floor. Business Unit / Role Overview Loan Management primarily supports the Global Banking & Markets Division at Goldman Sachs. This team is responsible for overseeing and facilitating due diligence at both the deal and asset levels for financing, asset management, and sales/securitizations of various loan portfolios across the US, EMEA, and APAC regions. The US/EMEA/APAC Mortgage desk is involved in market-making for loan businesses and Asset-Backed Securities, with a focus on financing and advisory-related workstreams. This role places Loan Management at the core of the evolving banking and capital markets landscape, designing strategies for Goldman Sachs to be a long-term participant in these new capital flows. Loan Management is currently seeking an Analyst to support the US and EMEA loans business. The successful candidate will be responsible for trade closing analytics, quantitative analysis related to pre-trade collateral analytics and valuation, and ongoing post-trade asset management of loan portfolios. Additionally, the role involves ensuring the integrity, definition, structure, and unity of purpose of data within Goldman Sachs' system of record. Job Responsibilities Analyze client portfolios, including Residential and Commercial Real estate Mortgages, and various Consumer Loans (e.g., Student, Credit Card, Auto, Personal). This involves data extraction, quality checks, portfolio segmentation based on key collateral characteristics, and data stratification. Learn and apply Discounted Cash Flow/ internal loan pricing models for potential financing or advisory purposes. Provide insightful commentary on collateral performance and key valuation drivers. Estimate credit losses using existing valuation models and rating agency models and summarize the output for Desks and Client presentations. Ensure the accuracy of data underlying all analytics, including timely verification of deal-related documents. Participate in transaction management activities for both new and existing positions. Interface with Loan Servicers, Controllers, Operations, Risk, and other relevant teams to ensure accurate data capture and flow to relevant systems. Coordinate with Technology and internal departments to develop new vendor data feeds and enhance internal databases. Manage the file load process for vendor data feeds. Manage and create data quality control checks for internal databases and resolve issues through analytic research. Automate repetitive tasks using industry-standard tools. Assist the mortgage and consumer desk in obtaining market securitization insights. Manage P&L aspects of book portfolios for multiple mortgage desks. Fulfill ad hoc requests from stakeholders. Provide portfolio analytics periodically or on-demand. Basic Qualifications Strong academic background with 2-3 years of related experience in finance, business, math, statistics, or accounting, and a minimum GPA equivalent of 3.0. Highly motivated self-starter with strong mathematical, logical reasoning, and analytical skills. Attention to detail and the ability to prioritize workload and manage expectations until project completion. Demonstrated ability to be a strong team player, collaborating effectively within and across teams. Excellent communication skills, capable of conveying technical concepts clearly and concisely, and managing internal and external relationships. Proactive thinker who anticipates questions, plans for contingencies, finds alternative solutions, identifies clear objectives, and makes defensible judgments regarding workflow. Ability to see the big picture and effectively analyze complex issues. Preferred experience in mortgage banking, fixed income products, bonds/loans, or other financial industry sectors. US/EMEA/APAC experience is an added advantage. Up-to-date with emerging business, economic, and market trends. Proficient in Excel and SQL. Knowledge of coding languages such as Python (pandas/NumPy). Understanding of database objects and data structures. Experience working with large data sets is a plus. Experience in using tools like CAS, Tableau, PowerBI, Alteryx will be good Ability to work under tight time constraints and extended hours as required. Strong project management and organizational skills. Candidates with certifications like CFA or FRM are preferred. 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., 2025. All rights reserved. Goldman Sachs is an equal employment/affirmative action employer Show more Show less

About Improzo At Improzo ( Improve + Zoe; meaning Life in Greek ), we believe in improving life by empowering our customers. Founded by seasoned Industry leaders, we are laser focused on delivering quality-led commercial analytical solutions to our clients. Our dedicated team of experts in commercial data, technology, and operations has been evolving and learning together since our inception. Here, you won't find yourself confined to a cubicle; instead, you'll be navigating open waters, collaborating with brilliant minds to shape the future. You will work with leading Life Sciences clients, seasoned leaders and carefully chosen peers like you! People are at the heart of our success, so we have defined our CARE values framework with a lot of effort, and we use it as our guiding light in everything we do. We CARE! Customer-Centric: Client success is our success. Prioritize customer needs and outcomes in every action. Adaptive: Agile and Innovative, with a growth mindset. Pursue bold and disruptive avenues that push the boundaries of possibilities. Respect: Deep respect for our clients & colleagues. Foster a culture of collaboration and act with honesty, transparency, and ethical responsibility. Execution: Laser focused on quality-led execution; we deliver! Strive for the highest quality in our services, solutions, and customer experiences. About The Role We are seeking a highly motivated RWE-HEOR-Patient Analytics Specialist at the Associate Consultant/Senior Associate Consultant/Consultant/Senior Consultant level to join our dynamic team. In this role, you will play a critical part in leveraging Patient Analytics, Real-World Evidence (RWE) and Health Economics & Outcomes Research (HEOR) methodologies to drive impactful insights and support life sciences clients in optimizing patient outcomes, decoding patient journeys and refining healthcare strategies. You will apply advanced analytical techniques to generate evidence, drive patient-centric insights, influence healthcare decision-making, and support market access strategies. Key Responsibilities Patient Journey Analytics & Segmentation: Lead comprehensive patient journey mapping initiatives, utilizing advanced analytics to identify patient phenotypes, treatment pathways, adherence patterns, and care gaps across diverse therapeutic areas. Predictive Patient Modeling: Develop and deploy machine learning models for patient risk stratification, treatment response prediction, and personalized care pathway optimization using multi-modal healthcare data sources. Patient-Reported Outcomes Analysis: Design and execute sophisticated analyses of patient-reported outcomes (PROs), quality of life measures, and patient satisfaction data to quantify treatment impact from the patient perspective. Real-World Data Integration & Patient Cohort Development: Apply advanced statistical modeling and epidemiological methods to analyze claims data, EMRs, wearable device data, and patient registries with a focus on patient-level insights and longitudinal patient analytics. Health Economics Through Patient Lens: Conduct patient-centered economic evaluations, including cost-per-patient analyses, patient lifetime value modeling, and healthcare resource utilization studies to support value-based care initiatives. Advanced Patient Analytics Solutions: Lead the design and implementation of AI/ML applications for patient behavior prediction, treatment optimization algorithms, and patient engagement analytics to inform precision medicine strategies. Client Engagement & Patient-Centric Strategy: Collaborate with clients to translate patient analytics insights into actionable healthcare strategies, focusing on patient outcomes improvement, care personalization, and patient experience enhancement. Stakeholder Communication & Patient Advocacy: Effectively communicate patient-centered research findings to healthcare providers, payers, pharmaceutical companies, and patient advocacy groups through compelling visualizations, reports, and presentations. Project Leadership & Innovation: Manage complex patient analytics projects end-to-end while fostering innovation in patient data science methodologies and contributing to thought leadership in patient analytics. Team Development & Knowledge Sharing: Mentor team members in patient analytics techniques and contribute to internal capability building in patient-centered research methodologies. Qualifications Education: Bachelor's or Master's degree in Data Science, Biostatistics, Health Informatics, Digital Health, Epidemiology, Health Economics, Public Health, or related quantitative fields with emphasis on patient-centered research. Experience 3-9 years of experience in Patient Analytics, Digital Health Analytics, RWE and HEOR, preferably within the pharmaceutical, consulting, or healthcare industries. Technical Skills Advanced proficiency in statistical software and programming languages (Python, R, SAS, SQL) with emphasis on patient data analysis. Expert-level application of machine learning (scikit-learn, TensorFlow, PyTorch) in patient stratification, cost-effectiveness modeling, and real-world outcomes analytics. Proficiency in advanced data visualization tools (Tableau, Power BI, Python/R visualization libraries) for patient journey visualization and patient outcomes dashboards. Experience with healthcare databases (claims, EHR, patient registries, wearable data) and patient data integration techniques. Knowledge of patient privacy regulations (HIPAA, GDPR) and healthcare data security protocols. Proficient in leveraging clinical trial data, patient-reported outcomes platforms, and digital health technologies for real-world evidence generation and HEOR insights. Analytics Skills Experience with patient cohort identification and matching algorithms. Knowledge of patient engagement analytics and behavioral health analytics. Understanding of care pathway optimization and treatment sequence analysis. Familiarity with patient risk scoring and population health management. Experience to integrate Real-World Evidence (RWE) and Health Economics & Outcomes Research (HEOR) principles Personal Skills Patient-centric mindset with strong analytical and problem-solving abilities focused on improving patient outcomes. Excellent communication skills with ability to translate complex patient analytics into actionable insights for clinical and business stakeholders. Collaborative approach to working with clinical teams, data scientists, and healthcare professionals. Adaptability and continuous learning mindset to stay current with patient analytics innovations, RWE and HEOR trends. Ethical approach to patient data handling and commitment to patient privacy and data security. Benefits Competitive salary and comprehensive benefits package Leadership opportunities in cutting-edge patient analytics, RWE and HEOR initiatives Career development in the rapidly growing patient analytics and precision medicine field Collaborative environment with opportunities to directly impact patient care and outcomes Exposure to innovative healthcare technologies and global life sciences industry trends Professional development support including conferences, certifications, and advanced training in patient analytics, RWE and HEOR methodologies Skills: real-world evidence (rwe),health economics & outcomes research (heor),heor,predictive analytics,patient-reported outcomes,rwe,analytics,patient data integration,predictive modeling,machine learning,rwd,apld,patient analytics,advanced analytics,data visualization,healthcare,statistical modeling Show more Show less

Job Description: You will provide leadership in designing and implementing ground-breaking GPU computers that run demanding deep learning, high-performance computing, and computationally intensive workloads. We seek an expert to identify architectural changes and/or completely new approaches for accelerating our deep learning models. As an expert, you will help us with the strategic challenges we encounter, including compute, networking, and storage design for large scale, high-performance workloads, effective resource utilization in a heterogeneous computing environment, evolving our private/public cloud strategy, capacity modelling, and growth planning across our products and services. As an architect you are responsible for converting business needs associated with AI-ML algorithms in to a set of product goals covering workload scenarios, end user expectations, compute infrastructure and time of execution; this should lead to a plan for making the algorithms production ready Benchmark and optimise the Computer Vision Algorithms and the Hardware Accelerators for performance and quality KPIs. Optimize algorithms for optimal performance on the GPU tensor cores. Collaborate with various teams to drive an end to end workflow from data curation and training to performance optimization and deployment. Assign tasks to the team and monitor as well Skills Required MS or PhD in Computer Science, Electrical Engineering, or related field. A strong background in deployment of complex deep learning architectures . 7+ years of relevant experience in at least a few of the following relevant areas is required in your work history: Machine learning (with focus on Deep Neural Networks), including understanding of DL fundamentals; Experience adapting and training DNNs for various tasks; Experience developing code for one or more of the DNN training frameworks (such as Caffe, TensorFlow or Torch): Numerical analysis, Performance analysis, Model compression and Optimization & Computer architecture. Strong Data structures and Algorithms know-how with Excellent C/C++ programming skills. Hands-on expertise with PyTorch, TensorRT, CuDNN Hand-on expertise with GPU computing (CUDA, OpenCL, OpenACC) and HPC (MPI, OpenMP) In-depth understanding of container technologies like Docker, Singularity, Shifter, Charliecloud. Proficient in Python programming and bash scripting. Proficient in Windows, Ubuntu and Centos operating systems. Excellent communication and collaboration skills. Self-motivated and able to find creative practical solutions to problems. Good to have Hands-on experience with HPC cluster job schedulers such as Kubernetes, SLURM, LSF. Familiarity with cloud computing architectures Hands-on experience with Software Defined Networking and HPC cluster networking. Working knowledge of cluster configuration management tools such as Ansible, Puppet, Salt. Understanding of fast, distributed storage systems and Linux file systems for HPC workloads. About Company: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. We leverage machine and deep learning techniques to develop diagnostic, prognostic, and predictive solutions. Our solutions provide cost benefits in the pharmaceutical domain, by speeding up pre-clinical drug development timelines, and by enhancing the efficiency of environmental monitoring required in manufacturing. In healthcare applications, our solutions improve treatment outcomes by aiding disease stratification and enabling management protocols tailored to individual patients. Our clients and partners include leading hospitals, pharmaceutical companies, CROs, and research labs around the world. Our deep learning platforms with existing network models and pre-built AI applications provide the foundation for fast customizations and help tackle any unique challenges in your image analysis and study management workflows. Our flexible service model enables the swift deployment of these custom solutions with minimal resource and time commitment from your side. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. -- Regards, Surya Prajapati Talent Acquisition Specialist Email : surya.prajapati@airamatrix.com Website : https://www.airamatrix.com Dosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604. Show more Show less

Job Description: Efficiently able to design and implement software features Effective skills in writing quality, re-usable, scalable, and test-supported code. Hands on experience UX design is desirable Build features and applications with a mobile responsive design Perform code reviews and ensure code quality is maintained for products and services delivered by the team. Identify bottlenecks and bugs, and devise appropriate solutions. Expertise in high-quality software engineering practices for agile software development cycle, including source control management, build processes, testing and deployment. Determining and implementing design methodologies and toolsets. Carrying out Live Projects & POCs to ensure that suggested design/technologies meet the requirements. Effective communication with technical teams to collect requirements, and describe software product features and technical designs. Training and Mentoring to the individuals in the team Candidate Profile : Highly proficient in Core Java (version 8 or higher) Expert in JavaScript, TypeScript, Angular 12+, HTML 5 Canvas, CSS (and related web UI development tools), AJAX, Hands-on experience in Spring, Spring Boot, Spring Security, OAuth2.0, and JWT. Hands-on experience in Spring Cloud Gateway, Eureka, Hystrix, and ORM Frameworks. Hands-on experience with Web Services like REST. Experience with relational and non-relational databases. Understanding the functional requirements and analyzing the clients needs in the project context. Solid understanding of OOPs concepts and design patterns. Awareness of secure coding practices. Experience in CICD, Jenkins , SonarQube, Git, JIRA, and JUnit will be an added advantage. Experience in Spring Batch, Kubernetes, and Docker is a plus. Microservices, Hibernate, Data structures, Algorithms, REST services, and Application Servers Need prospects with hands-on coding skills. Academic background Qualification: B.Tech/ M. Tech/MCA candidates. Need prospects with hands-on coding skills. About The Company: AIRA Matrix provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology and ophthalmology workflows across pharmaceutical and healthcare laboratories. We leverage machine and deep learning techniques to develop diagnostic, prognostic, and predictive solutions. Our solutions provide cost benefits in the pharmaceutical domain, by speeding up pre-clinical drug development timelines, and by enhancing the efficiency of environmental monitoring required in manufacturing. In healthcare applications, our solutions improve treatment outcomes by aiding disease stratification and enabling management protocols tailored to individual patients. Our clients and partners include leading hospitals, pharmaceutical companies, CROs, and research labs around the world. Our deep learning platforms with existing network models and pre-built AI applications provide the foundation for fast customizations and help tackle any unique challenges in your image analysis and study management workflows. Our flexible service model enables the swift deployment of these custom solutions with minimal resource and time commitment from your side. Our Application Development Team plays an important role in developing competent customer facing applications to access our AI solutions and enterprise-level image management systems in life sciences. It has successfully developed several innovative solutions, such as a one-of-a-kind image viewing platform for histopathology images enabled with digital collaboration, custom web applications with built-in workflows for microbial monitoring, and custom libraries for UI to support unique features and audit traceability across applications among other functionalities. With absolute flexibility to choose and use the latest technologies, our AppDev team comes up with best-in-class enhancements and feature upgrades which are highly appreciated by the customers. Show more Show less

The Services Program Management Office (Org PMO) provides governance to programs and projects in its Book of Work (BoW), with a robust set of PM governance procedures, reporting/metrics information and PM Quality guidelines and processes. The critical operating principles of this Org PMO are to comply with its responsibilities in a standard, simple and independent manner. Services Org PMO Lead Analyst (C13) – Program Management Lead The Services Org PMO Lead Analyst will provide analysis, guidance and challenge across many dimensions of the BoW – completeness, stratification, investment category. This function responds to PM Risk Appetite Breaches, Quality and Hygiene challenges. The Services Org PMO Lead Analyst will support the implementation of the strategy, procedure, execution and quality assurance of all BoW oversight products. Success for this team is: Develop and maintain excellent client relationships with the Services business partners and managers of Strategic work in addition to Program and Project Managers. Provide thorough challenge to the complete BoW including but not limited to strategic work efforts to assure the right work is classified and that the work is receiving required challenge. Maintain a deep understanding of metrics and insights to the health and performance of the complete Services BoW. Responsibilities: Support the Services Org PMO strategy and framework for challenging the complete Services BoW. This includes sustaining the hygiene, completeness, stratification and health of the BoW. Maintain excellent client relationships with the Business & Functional Partners and work effort managers. Client relationships are mandatory to assess status, understand direction and decisions and to follow the execution of critical bodies of work. Take an active role in Services BoW reviews at an initiative, program and/or project level. Be able to assess performance and trends related to the BoW that is being reviewed. Track application (and where applicable, enforce usage of) Citi’s Enterprise Program and Project Management Policy and Standards across the Markets book of work Contribute to the design and delivery of Services specific project and PMO guidelines and provide subject matter expertise for internal queries relating to project management Assist with the PMO delivery of programs and projects across a number of Services Business Product lines. Identify, prioritise and proactively manage dependencies, risks, exceptions and issues Coach and develop more junior PMO team members Actively partner with the CPMC and other Org PMO teams as required by the BoW. Escalate Program Management concerns to the documented channels when appropriate. Maintain the accuracy of the PMs reported in the Citi Approved PM Tools. Critical Competencies: Creates and sustains a network of strong partnerships with the business (relationship and product management) and other functions, particularly decision makers and influencers. Provides support on due diligence, planning, and offers creative solutions to help achieve objectives. Ability to communicate well-reasoned, balanced assessments of issues and questions. Strong analytical and problem skills, with high attention to detail Ability to work independently, in a pro-active manner with a ‘can do’ attitude Strong interpersonal, influencing and organizational skills to mobilize and motivate delivery in a co-operative and collaborative working environment Strong process and project management skills including the ability to manage several initiatives simultaneously. Qualifications: Bachelor's degree or equivalent experience in IT or business required. Track record of exceptional performance. 6 - 10 years’ experience in Project, Program Management Governance and Execution Expert knowledge in MS Office (PowerPoint, Excel, Project) is a must. SharePoint experience preferred. PMP Certification highly recommended. Experience with PM Tools and with reporting the Project BoW highly desired. Prior experience in partnering across virtual teams. Knowledge of the Citi PM Policy and PM Standards or the equivalent, and knowledge of the interaction with industry level standards. Excellent analytical and problem-solving skills. Strong oral and written communication skills and ability to facilitate discussions. Knowledge of the Services Organizational construct is a plus. ------------------------------------------------------ Job Family Group: Project and Program Management ------------------------------------------------------ Job Family: Program Management ------------------------------------------------------ Time Type: Full time ------------------------------------------------------ Citi is an equal opportunity employer, and qualified candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other characteristic protected by law. If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career opportunity review Accessibility at Citi. View Citi’s EEO Policy Statement and the Know Your Rights poster. Show more Show less

Job Description This is a remote position. We are looking for an experienced and enthusiastic Sociology Instructor to join our team at Enthuziastic . The ideal candidate should have a deep understanding of sociological theories, concepts, and contemporary issues, along with a passion for teaching and engaging students in meaningful discussions about society, culture, and human behavior. As a Sociology Instructor, you will be responsible for delivering high-quality online classes to students at different academic levels, helping them build a strong foundation in the subject and prepare for academic or competitive exams. Key Responsibilities: Conduct live, interactive online classes on Sociology using platforms like Zoom. Develop engaging lesson plans, presentations, and assessments tailored to students’ academic level (school/college/competitive exams). Explain complex sociological theories and concepts in a simplified, relatable manner. Encourage critical thinking, analytical discussion, and student participation. Provide timely feedback, monitor progress, and offer academic support. Stay updated with the latest syllabus changes and contemporary sociological debates. Requirements Educational Background: Bachelor’s or Master’s degree in Sociology or a related field (Humanities/Social Sciences). B.Ed., NET qualification, or teaching certification is an added advantage. Skills & Experience: Minimum 2 years of teaching experience in Sociology (online or offline). Strong knowledge of core topics such as social institutions, stratification, culture, gender, globalization, etc. Excellent verbal and written communication skills. Ability to create interactive and student-centric lesson plans. Proficiency in using technology and digital tools for remote teaching. Strong organizational and time-management skills. Technical Requirements: Reliable internet connection and a professional online teaching setup. Comfortable using Zoom platform. Ability to use visual aids, digital whiteboards, and other tools to enhance learning. Benefits Benefits: Flexible work hours with 100% remote teaching opportunity. Opportunity to reach learners across the globe and make a meaningful impact. Supportive team and dynamic learning platform. Competitive compensation based on performance and experience. Access to training and development resources for continuous growth. Requirements Sociology Theories, Online Teaching, Lesson Planning, Curriculum Development, Spoken English Show more Show less

Company Description CORE Diagnostics is a clinical laboratory focused on Next Generation Diagnostics for disease stratification and therapy selection. We bring the most advanced testing techniques and expertise to India, aiming to become the destination for all high-end diagnostic needs. Our unique diagnostics come with a second opinion on every test, providing reliable and definitive results within the shortest turnaround time. CORE Diagnostics ensures precise disease stratification and therapy selection to make diagnostics actionable and impactful. Role Description This is a full-time, on-site role for a Laboratory Technician located in Guwahati. The Laboratory Technician will handle day-to-day tasks such as operating laboratory equipment, performing quality control procedures, conducting analytical tests, and applying laboratory skills to support diagnostic processes. The technician will ensure that all laboratory operations adhere to the highest standards of accuracy and efficiency. Qualifications Proficiency with Laboratory Equipment and Laboratory Skills Experience with Quality Control processes Strong Analytical Skills Experience or training as a Laboratory Technician Excellent attention to detail and accuracy Ability to work efficiently in a team environment Relevant certifications or degrees in laboratory science or related fields Prior experience in clinical laboratory settings is a plus Show more Show less

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. 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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.