ML Engineer - AI Governance
The Nielsen Company
Bengaluru, Karnataka, IndiaMID
Job Description
Help implement and operationalize Nielsen’s AI Governance framework.
Responsibilities
- Implement AI governance requirements across the ML lifecycle by embedding controls into engineering workflows and delivery practices.
- Build and maintain technical guardrails, monitoring, and governance tooling to support responsible, scalable AI deployment.
- Define and apply technical standards, documentation requirements, and deployment controls for governed AI delivery.
- Develop automation, APIs, and workflows to streamline compliance checks, traceability, audit support, and governance operations.
- Strengthen observability, validation, and reporting across AI systems, including models, prompts, responses, tool usage, and end-to-end AI activity.
- Partner with data science, product, legal, security, and other stakeholders to ensure AI solutions are implemented responsibly and aligned with governance expectations.
- Support AI security framework alignment, technical risk mitigation, and governance-by-design adoption across engineering teams.
- Contribute to governed MLOps implementation, including CI/CD integration, model versioning, reproducibility, and operational monitoring.
Qualifications
- Strong Python programming and experience with ML frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Hands-on knowledge of MLOps, CI/CD, model versioning, reproducibility, and operational monitoring.
- Understanding of AI governance, responsible AI, fairness, observability, traceability, and auditability concepts.
- Familiarity with AI security controls, technical guardrails, and risk mitigation practices.
- Strong communication and collaboration skills, with the ability to work effectively across technical and non-technical teams
- Bachelor’s degree in Computer Science, Information Management, or a related field.
- Ideally 0-5+ years of experience in machine learning engineering, with a focus on responsible AI development and deployment.
- Fluency in English and local language required.
Nice to have
- Experience in regulated industries.