Physical AI Engineer - SW

About this role

As a Physical AI Engineer at Archer, you will play a crucial role in developing machine learning models that approximate physical systems for advanced aerospace applications. This position blends scientific machine learning and software engineering to innovate and streamline design processes for electric vertical takeoff and landing aircraft.

What you'll do

• Develop and validate machine-learning models for engineering applications
• Create large-scale synthetic datasets for model training and testing
• Integrate learned models with traditional simulation tools
• Incorporate foundation models into engineering workflows
• Ensure outputs are reliable and traceable
• Collaborate with engineers across disciplines to automate workflows

What they're looking for

• Proficient in Python programming
• Experience in machine learning and model evaluation
• Knowledge of scientific machine learning concepts
• Familiarity with synthetic data generation
• Understanding of foundation models and their applications
• Strong collaboration and communication skills
• Solid Git and software development best practices
• Interest in aviation and machine learning systems

Benefits

• Working in a diverse and inclusive environment
• Opportunity to contribute to sustainable air mobility
• Hands-on research and development experience
• Collaboration with a team of aerospace engineers
• Support for personal and professional growth
• Engagement with innovative technology