Artificial Intelligence Engineer
AgilytiFull Description
Agentic AI Engineer (US – Remote)
We are building next-generation agentic AI systems that will redefine how clinical and life-sciences workflows are designed, validated, and executed.
This is not a prompt engineering role. This is not a research-only role.
What You’ll Do
* Design and implement multi-agent systems with planning, execution, and validation loops.
* Build tool-using agents (RAG, APIs, database access, external systems integration).
* Develop orchestration logic and stateful workflows (LangGraph or custom frameworks).
* Implement hybrid memory systems (vector stores, knowledge graphs, structured retrieval).
* Write clean, production-quality Python code.
* Collaborate with data, platform, and QA teams to ship reliable systems in regulated environments.
What You Bring
* Experience building multi-agent systems with planning, execution, and validation loops.
* Experience implementing tool-using agents (RAG, APIs, database access, external tools).
* Experience with LangGraph, custom orchestration frameworks, or equivalent state machines.
* Understanding of memory systems (vector stores, hybrid retrieval, knowledge graphs).
* Strong Python (required); other systems languages a plus.
* Experience building complex, distributed systems.
* Comfortable working in ambiguous, fast-moving startup environments.
LLM & Model Integration
* Hands-on experience building with Anthropic Claude (Claude 3/4 family) in production environments.
* Experience implementing tool use, structured outputs, and reasoning chains.
* Familiarity with Claude Code, prompt versioning, and evaluation loops.
* Experience with fallback routing and multi-model orchestration (Claude + OpenAI + open-weight models).