Governance and Operations Lead
McCain Foods · Gurugram · onsite · Posted 58d ago
About a minute. You'll make an account on the way through.
About this role
Position Title:Governance and Operations Lead
Position Type: Regular - Full-Time
Requisition ID: 43985
- Own and continuously evolve McCain s Responsible AI standards across fairness, accuracy, reliability, transparency, privacy, and accountability.
- Define evaluation methodologies, quality thresholds, and stage-gate criteria for AI use cases throughout their lifecycle.
- Lead and operate governance reviews from solution design through deployment and post-production monitoring.
- Maintain evaluation frameworks, red-teaming practices, golden datasets, and testing processes across the McCain AI technology stack.
- Oversee the Green, Yellow, and Red (RAG) risk classification framework and ensure consistent application across the AI portfolio.
- Partner with Enterprise Risk, Privacy, and Architecture teams to align governance standards, policies, and compliance requirements.
- Provide portfolio-level reporting on AI use case status, quality metrics, value realization, adoption, model accuracy, drift, and incident trends.
- Drive continuous improvement initiatives that strengthen quality, operational excellence, and responsible AI practices.
- Lead and develop governance team members, including Responsible AI and evaluation specialists, portfolio analysts, and future governance resources.
- Ensure audit readiness through comprehensive documentation, model cards, decision logs, regulatory support, and external assessment coordination.
- Bachelor s degree in Computer Science, Engineering, Risk Management, or a related field; advanced degree preferred.
- 10+ years of experience in AI/ML governance, model risk management, technology audit, risk management, or a closely related discipline.
- 2+ years of people leadership and team management experience.
- Hands-on experience with AI/ML evaluation, testing methodologies, and performance validation practices.
- Strong knowledge of Responsible AI frameworks such as NIST AI RMF, EU AI Act, ISO/IEC 42001, or equivalent standards.
- Experience designing and operating risk classification frameworks, model governance processes, and stage-gate review methodologies.
- Proven ability to establish rigorous quality standards while enabling delivery speed and business value.
- Experience developing executive-level reporting, portfolio analytics, and governance dashboards.
- Strong communication and stakeholder management skills with the ability to engage senior leaders, auditors, regulators, and cross-functional teams.
- Experience within consumer packaged goods (CPG), regulated industries, or large enterprise environments is considered an asset.
- Familiarity with modern AI ecosystems, cloud platforms, enterprise data environments, and AI application governance practices.
McCain Foods is an equal opportunity employer. As a global family-owned company, we strive to be the employer of choice in the diverse communities around the world in which we live and work. We recognize that inclusion drives our creativity, resilience, and success and makes our business stronger. All qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, sex, age, veteran status, disability, or any other protected characteristic under applicable law.
McCain is an accessible employer. If you require an accommodation throughout the recruitment process (including alternate formats of materials or accessible meeting rooms), please let us know and we will work with you to find appropriate solutions.
Your privacy is important to us. By submitting personal data or information to us, you agree this will be handled in accordance with McCain s Global Privacy Policy and Global Employee Privacy Policy , as applicable. McCain leverages AI in the hiring process, though all final decisions are made by humans. You can understand our approach to AI and how your personal information is being handled here .
Job Family: Information Technology
Location(s): IN - India : Haryana : Gurgaon
Company: McCain Foods(India) P Ltd
"Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
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About McCain Foods
McCain Foods
FMCG
2.5k+
employees
1996
30 years old
Mehsana, Gujarat
India
₹11.6L PA avg
Avg at McCain Foods
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