Machine Learning Engineer
Core
Building the AI decision system that turns raw signals into trusted operational decisions across device, cloud, and offline environments for high-stakes physical world operations.
Role type
Senior IC machine learning engineer (cyber-physical security)
Builds
Production AI systems for elite users (Olympic delegations, F1, government officials)
Domain
Cyber-physical security, AI decision systems
Deliverable
production ML models
Required skills
System design, Python, Go/TypeScript, production AI system ownership, edge/cloud system integration, debugging production systems
Preferred skills
Streaming systems (Kafka), production LLM/inference pipelines, adversarial/security environment design, on-device/cloud system design, early-stage startup experience
Technologies
Python, Go, TypeScript, Kafka
Responsibilities
Design ingestion → reasoning → decision systems, drive inference reliability and transparent reasoning, close the loop from deployments to system learning, partner with RF/hardware/field teams
Seniority
Senior, hands-on IC
