Manufacturing AI Data Engineer — ML Analytics & Insights

COHERENT; Fremont (CA); On-site; USD 82,000 - 135,000; Full time

Job summary

Coherent Corp. in Fremont, CA, is seeking a data scientist specialized in AI/ML to analyze datasets from wafer fabrication, equipment, sensors, and metrology systems.

You will drive multiple projects, develop data pipelines, dashboards, and model-monitoring methods, and translate results into actionable engineering insights. The role requires at least 2 years of AI/ML experience, a Bachelor's degree in a related field (Master's preferred), and strong Python/SQL skills.

Qualifications

• Minimum 2 years of experience applying ML/AI to real-world manufacturing problems.
• Bachelor’s degree in Data Science, Engineering, Science, CS or Math is required; Master’s preferred.
• Strong Python and SQL skills with experience in data processing and ML libraries.

Responsibilities

• Analyze datasets from wafer fabrication, equipment, sensors and metrology systems.
• Develop reusable data pipelines, dashboards, and model-monitoring methods.
• Communicate findings to engineers and managers; translate results into actionable insights.
• Collaborate across Engineering, Manufacturing, MES Data Systems and AI/ML teams.

Skills

Machine learning

Data analysis

Python

SQL

Cloud ML

Experimentation

Education

Bachelor's degree

Master's degree preferred

Tools

REST APIs

Docker

Kubernetes

AWS/Azure/GCP

Job description

Coherent Corp. in Fremont, CA, is seeking a data scientist specialized in AI/ML to analyze datasets from wafer fabrication, equipment, sensors, and metrology systems.

You will drive multiple projects, develop data pipelines, dashboards, and model-monitoring methods, and translate results into actionable engineering insights. The role requires at least 2 years of AI/ML experience, a Bachelor's degree in a related field (Master's preferred), and strong Python/SQL skills.