Falcomm · 21 hours ago
AI/CAD Software Engineer
Atlanta, GA
Full-time
Onsite
Entry, Mid Level
2+ years expFalcomm is revolutionizing wireless communications by integrating AI-driven solutions into the design of their energy-efficient Power Amplifier products. They are seeking an AI/CAD Software Engineer to lead the development of intelligent tools that enhance RF workflows and automate complex EM simulations.
Internet of ThingsManufacturingMobileSemiconductorWireless
No H1B
U.S. Citizen Only
Responsibilities
End-to-End ML Pipeline Development: Architect and maintain robust code for training and serving ML models that predict and optimize RF performance metrics
PA Design Automation: Automate the creation and management of large-scale datasets derived from PA load-pull and electromagnetic (EM) simulations
Tool Integration: Seamlessly integrate ML inference engines into existing RF EDA infrastructure to provide real-time feedback to PA designers
Software Engineering Excellence: Establish best practices including comprehensive testing, CI/CD pipelines, and code reviews within an agile hardware team
Cross-Functional Collaboration: Partner closely with RF/PA architects to translate complex impedance matching and linearity requirements into deployable software solutions
Qualification
Required
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: Advanced scripting, object-oriented programming, and automation skills
ML Framework Expertise: Experience building models using PyTorch, TensorFlow, or scikit-learn
Data Engineering: Strong grasp of data processing libraries (pandas, numpy, scipy) and file I/O operations
Software Fundamentals: Solid understanding of algorithms, data structures, and version control (Git)
Preferred
RF & PA Domain Knowledge: Experience with Power Amplifier design
RF front-end architectures, or a strong understanding of RF metrics (PAE, Gain, ACLR, EVM)
RF/EM Simulation Tools: Hands-on experience with Cadence Virtuoso
Ansys HFSS, or Keysight ADS
Open Source Innovation: Experience utilizing or contributing to open-source RF/EDA alternatives (e.g., gdsfactory, KLayout, Qucs, openEMS)
Simulation Scripting: Familiarity with automating RF simulations via SKILL, AEL, or Python APIs
Physics-Informed ML: Interest or experience in applying ML to physics-based problems 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
Company
Falcomm
Falcomm is a fabless semiconductor chip startup developing ultra-efficient front-end modules and power amplifiers for the 5G mmWave market.
11-50 employees
Funding
Current Stage
Early StageTotal Funding
$9.8MKey Investors
Squadra Ventures
2025-10-06Seed· $5.8M
2023-09-22Seed· $4M
2021-05-15Pre Seed
Recent News
2025-10-10
2025-01-03
Company data provided by crunchbase