FAB Statistician
SOH02 - Singapore HP Campus Block 1A (SOH02)
SGD 96K-132K (estimate) Mid-level Full Time
Tasks
- Advise on internal and external audits
- Build SQL analytics solutions
- Build machine learning models for excursion detection
- Compute process capability metrics
- Define sampling strategies
- Design experiments using DOE
- Develop SPC systems
- Develop data pipelines
- Develop yield prediction models
- Optimize processes using analytics
- Perform measurement system validation
- Support continuous improvement initiatives
- Support quality system sampling and monitoring
- Train teams on statistical methods
Perks/Benefits
- N/A
Skills/Tech-stack
Capability analysis | Data Pipelines | Design of Experiments | JMP | Machine Learning | Measurement Systems Analysis | Measurement systems | Process Capability | Process Capability Analysis | Process control | Python | R | SQL | Sampling plans | Statistical Process Control | Statistics | Systems Analysis
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
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