Description
Job Overview:
We are looking for a Senior GenAI Developer to design, build, and productionize agentic AI systems—LLM-powered agents that can plan, use tools, orchestrate workflows, and operate reliably under enterprise constraints. You will own key parts of the agent architecture (planning, tool use, memory, evaluation, safety/guardrails, and observability) and deliver end-to-end solutions across RAG, function/tool calling, multi-agent coordination, and scalable deployment.
Key Responsibilities
- Design and implement agentic systems: single-agent and multi-agent architectures (planner/executor, supervisor-worker, routing, reflection, critique, task decomposition).
- Build robust tool-using agents: function calling, tool schemas, tool authorization, retries, rate limiting, and sandboxing.
- Implement RAG + memory patterns: retrieval strategies, hybrid search, context assembly, long-term memory, and grounding/citation behaviors.
- Develop workflow orchestration for agent execution (state machines/graphs), concurrency controls, and deterministic execution where possible.
- Productionize GenAI services: APIs, background jobs, streaming responses, caching, and cost/latency optimization.
- Establish agent evaluation: golden sets, simulation-based evals, LLM-as-judge with mitigations, task success metrics, regression testing.
- Build observability and safety: tracing, token/tool telemetry, anomaly detection, prompt injection defenses, data leakage prevention, policy enforcement.
- Collaborate with product, security, and platform teams to deliver enterprise-ready solutions and integrate with internal systems (data, identity, workflow).
- Mentor engineers, set coding standards, and contribute to architecture reviews and technical roadmaps.
Required Qualifications
- 6+ years software engineering experience; 2+ years building LLM/GenAI systems in production.
- Strong programming skills in Python (required) and/or TypeScript/Node.js.
- Hands-on experience building agents (tool calling, planning, routing, multi-step workflows) beyond simple chatbots.
- Solid understanding of prompting, context window management, grounding, hallucination failure modes, and mitigation strategies.
- Experience with RAG: embeddings, vector databases, chunking strategies, hybrid retrieval, re-ranking.
- Proven ability to ship production services: Docker/Kubernetes, REST/gRPC, CI/CD, monitoring, incident response basics.
- Strong data/security instincts: secrets management, PII handling, secure tool access, least privilege
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