FEA/AI Methods Engineer
Core
Drive automation and AI-powered transformation of the FEA workflow for Apple products (iPhone, iPad, Mac, etc.) from model setup through post-processing.
Role type
Senior IC FEA/AI Methods Engineer
Builds
Automation tooling and AI agents for FEA workflows
Domain
Consumer electronics + Finite Element Analysis
Deliverable
production ML models
Required skills
Solid mechanics, FEA (implicit/explicit), Python software development, Engineering workflow automation, Git-based workflows, Verification/validation of automated tools
Preferred skills
AI agents/LLM-based tools, FEA pre/post-processing tools (ANSA, META, Abaqus), MCP-style server integration, HPC environments, System-level modeling
Technologies
Python, ANSA, META, Abaqus, LLMs, Git, HPC
Responsibilities
Design and deploy automation tooling and AI agents to reduce manual effort in FEA pipelines; Identify repetitive or error-prone steps in the FEA pipeline; Integrate LLM and ML capabilities into day-to-day FEA practice; Partner with FEA engineers and vendors to ensure tool robustness and adoption
Seniority
Senior, hands-on IC
