Senior Model Steward-3

6 - 11 years

7 - 11 Lacs

Posted:1 day ago| Platform: Naukri logo

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Full Time

Job Description


As a Senior Model Steward, you will collaborate with the Data and Model Governance team, inside Data and Analytics, to champion Governance and Ethics with model developers and owners.You will play a key role in shaping and translating our Model Governance and Ethics framework into effective controls and scalable implementation practices for the portfolio of AI/ML models you are assigned to .
About the Role:Your responsibilities will include:

  • Model Lifecycle ManagementOversee and document the end-to-end lifecycle of models, from development to deployment and decommission, ensuring compliance with external expectations and internal policies and standards. You will track compliance progress for your portfolio and report it to the Data and Model Governance team.

  • CollaborationWork closely with cross-functional teams, including data scientists, engineers, and business stakeholders, to integrate model governance controls into the model development and deployment processes.

  • Risk AssessmentEvaluate risks associated with AI use cases, considering factors such as reliability, use of third-party models, performance degradation, bias, fairness, and interpretability. Develop and implement strategies to mitigate identified risks.

  • Documentation and RegistrationCreate and maintain comprehensive documentation for AI use cases, including preprocessing steps, training techniques and model architecture. Promote transparency in model development and decision-making processes, ensuring high data quality of all governance-related artifacts.

  • Monitoring and Performance EvaluationEstablish monitoring protocols to track the performance of deployed models in real-world scenarios. Configure (semi-)automated systems to detect drifts, and other performance issues.

  • Education and TrainingPrepare trainings and upskilling opportunities on best practices for model governance. Stay current on industry trends and advancements in model governance and ethics, and share knowledge within the organization via the Data and Model Stewardship Network.

  • About You:
    Youre a fit for the role of Senior Model Steward if you meet all or most of these criteria:
  • EducationBSc/ MSc or equivalent experience in a relevant technical field (e.g., Data Science, Statistics, Computer Science, etc.).
  • Strong programming skills (Python, R, etc.), experience with data science libraries (TensorFlow, PyTorch, scikit-learn) and cloud technologies (AWS, Azure, GCP).
  • Excellent communication and stakeholder management skills.

  • 6+yrs Experience and proven track-record applying collaborative problem-solving, negotiation, and change management skills.
  • Proven experience in model governance, risk management with expertise in one of the following specializations:- Research SpecialistProven experience in researching and implementing model governance strategies, especially for Large Language Models (LLMs).- EngineerBackground in DevOps engineering, with a focus on AI model deployment.- Analyst / Data EngineerExpertise in data engineering, analytics, and data processing, with a focus on ensuring high-quality input data for models.

  • #LI-KP2Whats in it For You

  • Hybrid Work Model Weve adopted a flexible hybrid working environment (2-3 days a week in the office depending on the role) for our office-based roles while delivering a seamless experience that is digitally and physically connected.

  • Flexibility & Work-Life Balance: Flex My Way is a set of supportive workplace policies designed to help manage personal and professional responsibilities, whether caring for family, giving back to the community, or finding time to refresh and reset. This builds upon our flexible work arrangements, including work from anywhere for up to 8 weeks per year, empowering employees to achieve a better work-life balance.

  • Career Development and Growth: By fostering a culture of continuous learning and skill development, we prepare our talent to tackle tomorrows challenges and deliver real-world solutions. Our Grow My Way programming and skills-first approach ensures you have the tools and knowledge to grow, lead, and thrive in an AI-enabled future.

  • Industry Competitive Benefits We offer comprehensive benefit plans to include flexible vacation, two company-wide Mental Health Days off, access to the Headspace app, retirement savings, tuition reimbursement, employee incentive programs, and resources for mental, physical, and financial wellbeing.

  • Culture: Globally recognized, award-winning reputation for inclusion and belonging, flexibility, work-life balance, and more. We live by our valuesObsess over our Customers, Compete to Win, Challenge (Y)our Thinking, Act Fast / Learn Fast, and Stronger Together.

  • Social Impact Make an impact in your community with our Social Impact Institute. We offer employees two paid volunteer days off annually and opportunities to get involved with pro-bono consulting projects and Environmental, Social, and Governance (ESG) initiatives.

  • Making a Real-World Impact:We are one of the few companies globally that helps its customers pursue justice, truth, and transparency. Together, with the professionals and institutions we serve, we help uphold the rule of law, turn the wheels of commerce, catch bad actors, report the facts, and provide trusted, unbiased information to people all over the world.

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