AI Engineer, Physical Systems and Sensing

The role

You will build AI-driven analysis pipelines for hardware-in-the-loop test systems. You will design LLM-powered workflows to interpret system telemetry and develop automated test frameworks for software, firmware, and FPGA systems.

What you will do

• Build AI-driven analysis pipelines for hardware-in-the-loop test systems
• Design and deploy LLM-powered workflows that interpret system telemetry
• Develop end-to-end automated test and validation frameworks using Python
• Create intelligent monitoring and reporting dashboards using ML
• Work closely with systems engineers, hardware engineers, and software teams
• Help establish and scale the team's testing and validation capabilities

Required qualifications

• 5+ years of experience applying AI/ML to physical or IoT systems
• Strong Python proficiency with experience building production data pipelines and ML workflows
• Experience with real-world sensor data including time-series analysis, signal processing, or anomaly detection
• Familiarity with LLMs and AI tooling in engineering workflows
• Background working with hardware-in-the-loop systems, embedded systems, or real-time data streams
• CI/CD experience (Jenkins, Azure, Bitbucket)
• Comfort with Dockerized/cloud-deployed environments
• Ability to work cross-functionally with hardware and systems engineering teams

Nice to have

• Defense or aerospace domain experience (radar, RF/IQ data processing, sensor fusion)
• Experience with CUDA, FPGA workflows, or GPU-accelerated computing
• Background in autonomous systems, self-driving vehicles, or robotics perception pipelines
• Performance testing, fault injection, or simulation-based validation
• Experience scaling AI/ML systems from prototype to production in regulated environments

Benefits

• Medical, dental, and vision benefits 100% paid for by the company
• 401k with 50% company match up to 6% of pay
• FSA
• HSA
• life insurance
• Free daily lunch
• No meeting Fridays
• unlimited PTO
• casual dress code
• pre-IPO stock option grants
• relocation assistance

About the company

CHAOS Industries is a defense company founded in 2022 that uses Coherent Distributed Networks (CDN™) to empower warfighters and commercial operators. The company is headquartered in Los Angeles with global offices.