AI Engineering Manager_Machine Learning

Responsibilities

• End-to-End AI Feature Ownership
• Design and implement AI-powered features (LLM workflows, copilots, and agent-based systems with tool use and multi-step reasoning)
• Own the Full Lifecycle: prototyping, evaluation, production, deployment, iteration
• Ensure solutions are reliable, performant, and aligned with product needs
• AI System Implementation
• Build and optimize prompt pipelines for specific use cases
• Build retrieval systems (embeddings, chunking, ranking)
• Implement RAG-based workflows where needed
• Iterate on outputs to improve quality, accuracy, and consistency
• Design scalable and cost-efficient AI architectures for production workloads
• Select and evaluate models (hosted vs open-source) based on use case constraints
• Agent-Based Systems (AgentCore)
• Design and build agentic workflows capable of multi-step reasoning and decision-making
• Integrate agents with tools, APIs, and internal systems to perform real-world actions
• Implement planning, execution, and reflection loops for complex tasks
• Manage context, memory, and state across multi-step interactions
• Balance deterministic workflows vs. agent autonomy for reliability and control
• Experimentation & Evaluation
• Run structured experiments to compare approaches (prompting, retrieval, models)
• Define and track key metrics for AI performance (quality, latency, cost)
• Debug and improve non-deterministic system behavior
• Build and maintain evaluation datasets and benchmarks
• Implement automated evaluation pipelines for continuous improvement
• Collaboration & Contribution
• Drive technical direction and influence AI adoption across teams
• Partner with product managers and designers to scope AI features
• Contribute to shared patterns and reusable components
• Participate in code reviews and design discussions
• Support and mentor mid-level engineers where needed

Qualifications

• Engineering Degree BE/ME/BTech/MTech/BSc/MSc
• Technical certification in multiple technologies is desirable.