Simulation Automation Lead
Core
Building an AI-driven simulation framework to automate RF engineering workflows and reduce manual setup time for Apple products.
Role type
Senior IC simulation automation lead (AI/ML)
Builds
Agentic AI simulation infrastructure and automated pipelines
Domain
Wireless engineering / RF / AI
Deliverable
production ML models
Required skills
Python, EM/RF simulation tools (HFSS, CST, ANSYS), agentic AI frameworks, system architecture, CI/CD pipelines
Preferred skills
Large-scale compute platform architecture, RF/antenna engineering, infrastructure-as-code, tool adoption strategy
Technologies
HFSS, CST, ANSYS, Python, agentic AI frameworks
Responsibilities
Develop and manage product simulation framework from architecture to deployment; Automate end-to-end simulation setup; Advise infrastructure teams on architecture; Partner with engineers to translate workflow pain points into automation; Build simulation pipeline linking hardware design to user experience; Ensure reliability and scalability of the framework
Seniority
Senior, hands-on IC
