Role: Agentic AI Lead (Data Engineering → GenAI Transformation)

Role Intent (Recent – Critical)

We are seeking senior Data Engineering leaders who have evolved into hands-on GenAI /

Agentic AI practitioners. This role is not for pure research, academic, or experimentationfocused profiles. The expectation is production-grade delivery, grounded in strong data

engineering fundamentals and scaled enterprise systems.

Key Responsibilities

Lead Agentic AI Delivery at Enterprise Scale

• Lead end-to-end architecture, design, and production deployment of Agentic AI

solutions for complex enterprise and Life Sciences use cases

• Build, deploy, and optimize multi-agent systems involving planning, reasoning,

orchestration, tool usage, and memory management

• Drive GenAI implementations beyond POCs into stable, scalable, and observable

production systems

Deep Integration with Enterprise Data Platforms

• Architect and integrate Agentic AI systems with Databricks, data lakes, data

warehouses, streaming platforms, and enterprise APIs





• Design and optimize scalable ETL / ELT pipelines (batch and streaming) to power AI,

ML, and GenAI workflows

• Ensure data quality, lineage, freshness, and governance for AI-driven applications

AI Architecture, Optimization & Governance

• Define architecture patterns, guardrails, and governance frameworks for enterprise

Agentic AI

• Optimize agent workflows through prompt engineering, tool selection, orchestration

strategies, and memory design

• Define approaches for context management, token efficiency, latency optimization,

and cost control

• Ensure reliability, observability, security, and performance of AI systems in

production

Leadership & Stakeholder Engagement

• Partner with business stakeholders to identify high-impact AI use cases and translate

them into scalable solutions

• Mentor and lead cross-functional teams across Data Engineering, AI/ML, and

Application Engineering

• Participate in client discussions, roadma

📌 Gen AI Lead/Architect (Noida)
🏢 Axtria - Ingenious Insights
📍 Noida