TPG IE Operations Engineer
Core
Apply industrial engineering principles and data modeling to optimize semiconductor manufacturing workflows and systems.
Role type
Industrial engineering operations engineer (data & analytics)
Builds
Data collection pipelines, warehousing workflows, automated cleansing procedures, and production dashboards
Domain
Semiconductor manufacturing / Industrial engineering
Deliverable
production ML models | dashboards & analysis
Required skills
Industrial engineering principles, data modeling, data cleansing, SQL, Python, data visualization, AI tool usage
Preferred skills
MES integration experience, end-to-end data analytics solution development
Technologies
SQL, Python, AI tools
Responsibilities
Design and maintain data collection pipelines and warehousing workflows; Develop automated data cleansing and validation frameworks; Build data visualizations and reporting dashboards for production metrics; Analyze bottlenecks and optimize floor operations using engineering methodologies; Perform root-cause analyses and model complex operational problems; Partner with process and operations teams to translate requirements into data solutions