Senior Forward Deployed Engineer - AI/ML
Core
Design, develop, and deploy AI/ML solutions for manufacturing applications including visual inspection, defect classification, anomaly detection, predictive analytics, and yield improvement.
Role type
Senior Forward Deployed AI/ML Engineer
Builds
Production AI/ML models and workflows for manufacturing sites
Domain
Advanced manufacturing (semiconductor, photonics, electronics, optical components)
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, scikit-learn, OpenCV, LangChain/LlamaIndex, SQL/Oracle, LLMs/generative AI, manufacturing data analysis, root-cause analysis, end-to-end prototyping
Preferred skills
Semiconductor/photonics manufacturing experience, MES/SPC/yield management systems experience
Technologies
PyTorch, TensorFlow, scikit-learn, OpenCV, LangChain, LlamaIndex, Oracle, SQL
Responsibilities
Embed with manufacturing teams to identify AI opportunities; conduct operational assessments and interviews; design and productionize AI/ML solutions; translate business problems into technical designs; work with diverse manufacturing data sources; mentor local engineers on AI adoption
Seniority
Senior, hands-on IC
