AI Engineer — Agents & RAG

DevMations · India

FULL TIME

Job Description

Build retrieval pipelines and agent systems for client products, and the evaluation harnesses that prove they work.

full-time Pakistan

You will own AI systems end to end: reading a client’s corpus, designing the retrieval strategy, building the agent loop, and measuring the result. The work is judged on whether the system holds up with real users, not on whether the demo is impressive.

What you will do

Design and build retrieval pipelines — chunking, embedding, hybrid search, re-ranking
Implement agent orchestration with step limits, retries and human handoff
Build eval suites and wire them into CI alongside the systems they measure
Track and reduce per-request cost and p95 latency as first-class metrics
Write up findings for clients in language a non-engineer can act on

What we are looking for

3+ years building production software, with at least one LLM system shipped to real users
Strong Python or TypeScript
Practical experience with vector search and a retrieval framework
Comfortable measuring things rather than asserting them

Nice to have

Experience with MCP or similar tool-calling protocols
Published writing or open-source work on evals or retrieval

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AI Engineer — Agents & RAG

Job Description

What you will do

What we are looking for

Nice to have