Staff Engineer, Agentic AI
Core
Design and lead the core agent intelligence layer that executes multi-step workflows across desktop CAD, simulation, and PLM tools for hardware engineers.
Role type
Staff Engineer, Agentic AI (Technical Lead)
Builds
Intelligent agents operating within proprietary desktop engineering software (CAD, PLM, simulation)
Domain
Engineering software (CAD, CAE, PLM) + Agentic AI
Deliverable
production ML models
Required skills
LLM application architecture, tool calling, state management, error recovery, model routing, context management, Python, evaluation frameworks, desktop automation (COM), user story mapping
Preferred skills
Public benchmarks, publications, open-source agentic AI projects
Technologies
Python, LLM function calling, tool APIs, observability, tracing, COM
Responsibilities
Lead development of agent intelligence layer, define evaluation frameworks, set token budgets, build reproducible evaluation infrastructure, translate user stories into testable evals, own agent architecture decisions, write production code and review designs, collaborate on POCs
Seniority
Staff, technical leadership with hands-on coding