
Posted 14 hours ago
AI/CAD Software Engineer
FalcommAI/CAD Software Engineer
Perks & benefits
Education AllowanceHealth InsurancePaid Leave
Requirements
Bachelor's or Master's in CS or EE, 2+ years software or ML experience, Proficiency in Python, Experience with PyTorch, TensorFlow, or scikit-learn, Knowledge of RF metrics
Skills
PythonPyTorchTensorFlow
About the role
Responsibilities
- Architect and maintain robust code for training and serving ML models that predict and optimize RF performance metrics
- Automate the creation and management of large-scale datasets derived from PA load-pull and electromagnetic (EM) simulations
- Integrate ML inference engines into existing RF EDA infrastructure to provide real-time feedback to PA designers
- Establish best practices including comprehensive testing, CI/CD pipelines, and code reviews
- Partner with RF/PA architects to translate complex impedance matching and linearity requirements into software solutions
Requirements
- Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, or a related field
- 2+ years of professional experience in software engineering or machine learning
- Proficiency in Python including advanced scripting and object-oriented programming
- Experience building models using PyTorch, TensorFlow, or scikit-learn
- Strong grasp of data processing libraries like pandas, numpy, and scipy
- Solid understanding of algorithms, data structures, and Git
- Understanding of RF front-end architectures or RF metrics (PAE, Gain, ACLR, EVM)
Preferred Qualifications
- Experience with Power Amplifier design
- Hands-on experience with Cadence Virtuoso, Ansys HFSS, or Keysight ADS
- Experience with open-source RF/EDA tools like gdsfactory, KLayout, Qucs, or openEMS
- Familiarity with automating RF simulations via SKILL, AEL, or Python APIs
- Interest in physics-informed ML or electromagnetic modeling
Benefits
- Competitive Salary and Equity Package
- Comprehensive Health, Dental, and Vision Insurance
- 401(k) Retirement Plan
- Paid Time Off (PTO) and Sick Leave
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Falcomm · Atlanta
