Scientist in Industrial Engineering and Data Analytics
Core
Analyze production data and equipment status to extract key features affecting efficiency and quality; develop process optimization and diagnosis models to improve production line capacity and quality.
Role type
Senior IC industrial data scientist (production optimization)
Builds
Production process optimization solutions and quality diagnosis models for HV product manufacturing lines
Domain
Industrial engineering + data analytics for high-voltage equipment manufacturing
Deliverable
production ML models | product features
Required skills
data mining, statistical analysis, machine learning, optimization algorithm design, mathematical programming, root cause analysis, industrial data processing
Preferred skills
quality management methodologies, manufacturing technologies, Python, Matlab
Technologies
Python, Matlab
Responsibilities
Analyze production data and equipment status to extract key features affecting efficiency and quality; Develop production process optimization solutions using modeling and algorithms; Develop production process diagnosis models to identify quality issues and propose solutions; Collaborate with HV product and multi-physics experts to drive optimization initiatives; Ensure compliance with internal and external regulations and procedures.
Seniority
Senior, hands-on IC