mach
Machine Learning Engineer
At a Glance
- Location
- Huntington Beach, California, United States
- Employment
- FULL_TIME
- Compensation
- {'@type': 'MonetaryAmount', 'currency': 'USD', 'value': {'@type': 'QuantitativeValue', 'minValue': 120000, 'maxValue': 160000, 'unitText': 'YEAR'}}
- Department
- Mach Industries
- Posted
- 2026-07-28
Key Requirements
Required Skills
Domain Knowledge
- Construction
- Defense
- Education
- Embedded Systems
- Engineering
- Government
- Insurance
- Manufacturing
- Mining
- Robotics
Benefits & Perks
rs benefits such as health insurance, retirement plans, and opportunities fo
Requirements
Strong generalist software engineering: Python for ML and tooling, plus production C++ on Linux; profiling, optimization, and rigorous testing discipline.
Proven experience building ML data and training pipelines end to end: dataset construction, labeling/QA, augmentation, experiment tracking, and reproducible training.
Hands-on training and fine-tuning in PyTorch across modern detection/segmentation/tracking architectures (CNN/Transformer).
Edge and real-time deployment: model compression (INT8/FP16), runtime optimization (TensorRT/ONNX Runtime), and meeting latency/SWaP constraints on embedded GPU (Jetson-class) hardware.
Data and MLOps infrastructure: SQL/Parquet, dataset/versioning tools, CI-based validation, and scalable multi-GPU training.
BS/MS/PhD in CS/EE/Robotics or similar, or equivalent experience, with a track record shipping ML models to production or hardware.
Responsibilities
Mach Industries is building an AI-forward autonomy stack for contested environments where GPS and other sensing are unavailable or unreliable.
you will own and scale the training, data, and edge-inference backbone that every vision and multi-sensor model on our product lines depends on
for detection, tracking, search, navigation, targeting, and automatic target recognition.
This is a broad, high-ownership role: you'll stand up the data and training infrastructure that lets the autonomy team iterate fast, generate synthetic data to cover the long tail, and get research-grade models running in real time on embedded hardware in flight.
We are generalists, so you'll move fluidly between infrastructure, modeling, and deployment.
Own and evolve the training and data infrastructure the autonomy team builds on: ingestion from flight/sim/HITL, curation and mining, labeling/QA workflows, dataset versioning (DVC/Parquet), and reproducible dataset builds.
About the Company
Founded in 2022,
Mach Industries
is a rapidly growing defense technology company focused on developing
next-generation autonomous defense platforms
. At the core of our mission is the commitment to delivering
scalable, decentralized defense systems