Data Scientist and AI Engineer
Core
Develop predictive and prescriptive analytics and AI models to optimize semiconductor manufacturing operations, focusing on yield, productivity, and equipment performance.
Role type
Senior IC data scientist and AI engineer (semiconductor manufacturing)
Builds
Predictive analytics solutions, machine learning models, and data models for manufacturing processes
Domain
Semiconductor manufacturing / Industry 4.0
Deliverable
production ML models
Required skills
predictive analytics, prescriptive analytics, machine learning, artificial intelligence, statistical analysis, large-scale data processing, Python, SQL, data modeling
Preferred skills
semiconductor manufacturing domain knowledge, MES/SPC/process control expertise, Azure/OCI/Snowflake platform experience
Technologies
Python, SQL, Azure, OCI, Snowflake
Responsibilities
Develop predictive and prescriptive analytics solutions, design and implement ML/AI models, analyze production and equipment data, collaborate with manufacturing engineers, support smart manufacturing initiatives, present findings to stakeholders
Seniority
Senior, hands-on IC