AI-CAD Software Engineer: RF Design & EM Automation

Front Door Defense; Atlanta, Northern (GA, KY); Hybrid; USD 130,000 - 180,000; Full time

Job summary

Falcomm is seeking a full-time AI/CAD Software Engineer in Atlanta, GA to develop AI-driven CAD tools for RF PA design and EM simulations. You will lead ML-driven data pipelines, automate PA datasets, and integrate ML inference into RF EDA workflows to accelerate PA tape-outs.

The role combines software engineering, machine learning, and RF physics, offering collaboration with RF/PA architects and a fast-paced hardware team.

Responsibilities

• End-to-End ML Pipeline Development: Architect and maintain code for training and serving ML models.
• PA Design Automation: Automate datasets from PA load-pull and EM simulations.
• Tool Integration: Integrate ML inference into RF EDA to provide feedback to PA designers.
• Software Eng. Excellence: Implement testing, CI/CD, code reviews in an agile hardware team.
• Cross-Functional Collaboration: Work with RF/PA architects on impedance matching and linearity requirements.

Skills

Machine learning

Python

RF design

EM simulations

CI/CD

Tools

ML libraries

CI/CD pipelines

RF EDA tools

Job description

Falcomm is seeking a full-time AI/CAD Software Engineer in Atlanta, GA to develop AI-driven CAD tools for RF PA design and EM simulations. You will lead ML-driven data pipelines, automate PA datasets, and integrate ML inference into RF EDA workflows to accelerate PA tape-outs.

The role combines software engineering, machine learning, and RF physics, offering collaboration with RF/PA architects and a fast-paced hardware team.