VectorMatch
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Lead MLOps Engineer

Bengaluru | Hybrid5–8 years

Posted 21 September 2026

Job Summary

More about the role

Leads product ownership of enterprise AI and Generative AI solutions built on Copilot and LLM platforms, driving adoption, governance, and business value across the AI Champions ecosystem. Acts as the primary technical and functional owner for Copilot-based solutions, managing the lifecycle of AI use cases and ensuring alignment with enterprise policies and standards.

Works closely with AI Champions, business stakeholders, and engineering teams to enable, support, and scale GenAI solutions. In addition to Copilot ownership, contributes to broader AI initiatives involving AWS and Snowflake-based architectures, ensuring integration with enterprise data platforms and scalable solution design.

Key Areas of Responsibility

Copilot Product Ownership Own roadmap, prioritization, and lifecycle of Copilot-based solutions and GenAI use cases.
AI Champions Enablement & Support Act as the central contact for AI Champions, guiding use case development, onboarding, troubleshooting, and adoption.
Use Case Identification & Scaling Partner with business teams to identify high-impact AI use cases and drive scaling across functions.
LLM & GenAI Solution Guidance Provide expertise in LLM-based solutions including prompt engineering, RAG, conversational AI, and multi-agent workflows.
Agent Lifecycle Management Oversee development, testing, publishing, and monitoring of Copilot agents across environments.
Multi-Agent / Copilot Ecosystem Enablement Guide implementation of multi-agent architectures for complex workflows and decision support.
Governance, Compliance & Risk Ensure adherence to enterprise AI governance (PIA/BIA, security, privacy, DLP policies) and responsible AI practices.
Issue Management & Operational Support Manage and resolve Copilot, agent, licensing, and platform-related issues to ensure smooth operations.
AI Catalogue & Reporting Track AI use cases, agent adoption, performance, and business impact.
AWS & Snowflake Project Support (Secondary Responsibility) Support AI/ML and GenAI projects leveraging AWS and Snowflake, contributing to solution design, data integration, and platform alignment where required.
Stakeholder Management & Communication Collaborate across business, technical, and governance teams and communicate updates to senior leadership.
AI Adoption & Community Building Drive enterprise adoption through training, workshops, and active participation in AI Champions initiatives.

Critical Experiences

Experience Minimum 5+ years of experience in Machine Learning, Data Science, AI Engineering, or related roles, with exposure to GenAI and LLM-based solutions.
Education & Certifications Bachelor’s or Master’s degree in Computer Science, Data Science, AI, or related field. Relevant certifications in AI/ML or cloud platforms are desirable.
ML & LLM Expertise Strong understanding of ML and LLM concepts including prompt engineering, RAG, agent-based systems, and conversational AI.
Copilot / GenAI Platforms Hands-on experience or strong exposure to Microsoft Copilot, Copilot Studio, or similar enterprise GenAI platforms.
Product Ownership / Delivery Experience Experience managing product backlog, prioritization, and stakeholder engagement for AI or digital products.
AI Champions / Federated AI Model Exposure Experience working in federated AI environments or enabling business users to build and scale AI solutions.
AWS & Snowflake Exposure (Supporting Role) Working knowledge or project exposure to AWS and Snowflake, including data integration, ML workflows, and enterprise data platforms.
Governance & Compliance Understanding of AI governance processes (PIA/BIA, security, privacy, DLP).
Agent Lifecycle & Platform Understanding Experience or familiarity with agent development, deployment, environment management, and monitoring.
Technical Skills Proficiency in Python and SQL with ability to analyze data and evaluate AI outputs.
Leadership & Communication Strong stakeholder management and ability to work across business and technical teams.

Skills

RAGLLMOpsSnowflakeAgentic AIPythonSQLAWSCopilot

Good to have

Agentic workflow