AI engineer
Core
Building production AI services, multi-agent systems, and LLM-powered pipelines for document processing, chatbots, and CRM automation.
Role type
Senior IC AI engineer (agentic systems & LLM services)
Builds
Production AI services, agents, LLM pipelines, MCP servers, and retrieval/ingestion pipelines
Domain
AI/ML, Agentic Systems, LLMs, RAG, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python (FastAPI, async), LLM tooling (agent frameworks, MCP, RAG), Vector databases, AWS (S3), Docker, CI/CD, Observability, Prompt engineering, Evaluation harnesses
Preferred skills
Salesforce/Atlassian APIs, HR/payroll domain data, Closed/open-weight model evaluation, PII anonymization, AI governance (GDPR, ISO 42001, EU AI Act)
Technologies
Python, FastAPI, Pydantic, SQLAlchemy, Alembic, pytest, Google ADK, LiteLLM, Docker, AWS, MCP
Responsibilities
Design and ship production AI services and multi-agent systems; Develop and maintain MCP servers and integrations; Build retrieval and ingestion pipelines with vector search; Evaluate and improve model quality via benchmarks and regression tests; Operate deployments with observability and PII-safe handling; Contribute to AI governance and documentation
Seniority
Senior, hands-on IC
