Quick Overview
Work Type
Hybrid
Level
Mid Senior
Job Description
Python production-grade.
Agentic / multi-agent architecture; orchestration (LangGraph or equivalent), typed state, tool contracts; context and prompt engineering; evaluation engineering.
Demonstrable judgment on deterministic versus probabilistic system design you can point to systems where you deliberately kept the model out of the critical path.
RAG and code/knowledge-graph design; retrieval-pipeline design and tuning.
Production LLM systems at scale on AWS (Bedrock) or equivalent.
Evaluation harnesses: golden sets, confidence calibration, regression suites that gate model and prompt changes.
Spec-driven development; power user of AI coding agents (Claude Code, Cursor, Codex).
Outstanding written and verbal articulation.
Skills
AWS
LLM
Python
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