ML Engineer
Core
Building the intelligence layer for a supply chain company serving aerospace and defense manufacturers, focusing on cut-time prediction, nesting optimization, demand intelligence, and vision/OCR systems.
Role type
Senior IC ML Engineer (Manufacturing/Supply Chain)
Builds
Cut-time models, nesting scoring/optimization models, demand intelligence models, NLP/LLM features for order parsing, vision/OCR systems for certification and inspection.
Domain
Manufacturing, Supply Chain, Aerospace & Defense
Deliverable
production ML models | product features
Required skills
Python, modern ML frameworks (PyTorch, JAX), MLOps, model monitoring/retraining, data collection/labeling, API/UI development, end-to-end ML lifecycle ownership
Preferred skills
manufacturing/logistics/supply chain ML, computer vision/CV, optimization/operations research, NLP/LLM, hardware integration (PLC/CNC)
Technologies
PyTorch, JAX, Python
Responsibilities
Own ML end-to-end from research to production deployment; build cut-time and nesting optimization models; develop demand intelligence and procurement models; implement NLP/LLM features for sales order parsing; build vision and OCR systems for automation; build data infrastructure and feature pipelines; partner with software teams to embed ML into products; collect and structure training data from real-world systems.
Seniority
Senior, hands-on IC