Artificial Intelligence Engineer
5 days ago
AI Technical Architect / Engineering Lead (Generative AI & Agentic
Systems)
Experience: 8–14 years overall; 2–4 years hands-on with GenAI/LLMs
Location: Pune (Hybrid)
Function: Architecture + Hands-on Engineering Leadership
About the role
You will lead the architecture, delivery, and evolution of production-grade AI systems with a
primary focus on Generative AI and agentic workflows. You’ll guide a high-impact
team across the full stack—from data and infrastructure to APIs and front-end—
ensuring performance, safety, and reliability at scale.
What you’ll do
1. Own AI architecture: Design end-to-end systems—ingestion, retrieval,
agentic reasoning (planning, memory, tool use), guardrails, evaluation,
and observability.
2. Deliver agentic workflows: Build multi-agent, tool-augmented systems with robust
orchestration, fallback, human-in-the-loop, and recovery patterns.
3. GenAI solutions: Implement RAG, structured outputs, function/tool calling;
combine LLMs with deterministic microservices and domain logic.
4. Full-stack leadership: Oversee backend services (Python/Java), APIs/middleware, and
modern web front-ends (React/Angular/Vue) for AI-powered UX.
5. Data & retrieval: Architect hybrid retrieval (vector + keyword + rerankers), schema
design, chunking strategies, embeddings, and freshness policies.
6. LLMOps/MLOps: Know-How of establishing CI/CD for prompts/models,
offline/online evals, canaries, rollback, and cost/latency budgets.
7. Cloud & platform: Deploy and scale on Azure/AWS using Docker/Kubernetes; define
IaC, networking, secrets, and runtime policies.
8. Security & governance: Implement defenses for prompt injection, data leakage/PII,
toxicity; enforce RBAC/ABAC, auditability, and compliance.
9. Engineering excellence: Champion coding standards, testing/eval culture,
performance profiling, and production SLOs/SLAs.
10. Team & stakeholders: Lead a 3–8 engineer pod; mentor developers; partner with
PM/Design; translate business goals into technical roadmaps.
11. Platform stewardship: Champion and evolve our internal Purple Fabric AI platform;
drive adoption and integration across products.
12. Delivery practices: Run Agile rituals; manage scope, risks, and timelines using
JIRA and Confluence.
Must-have skills
1. Shipped AI systems: Track record of 2+ production LLM/GenAI solutions with real
users and measurable impact.
2. GenAI depth: RAG, tool/function calling, prompt engineering, structured outputs,
grounding strategies, LangChain/LangGraph/LlamaIndex and hallucination mitigation.
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