Staff Engineer, Process Engineering (Data Analytics)
Bayan Lepas, MY, 11900
USD 109K-160K (estimate) Senior-level Full Time
Tasks
- Acquire real time data or batch data via industrial protocols
- Apply Six Sigma for continuous improvement
- Automate manufacturing model coverage
- Build end to end data pipeline
- Calibrate thresholds with guardrails
- Containerize and deploy model inference
- Coordinate IT OT network infrastructure
- Create deployment scripts for production
- Define SOP for model capability drift detection
- Design processing algorithms
- Develop AI ML mathematical models
- Enhance prediction power
- Ensure cybersecurity for model deployment
- Execute model recalibration
- Integrate edge computing units with machine systems
- Integrate with MES interfaces
- Maintain model versioning and configuration management
- Optimize feature extraction
- Perform root cause analysis
- Reduce compute cost
- Reduce inference latency
- Select ML AI techniques
- Troubleshoot algorithmic errors
- Troubleshoot communication issues
- Troubleshoot edge device connectivity
- Troubleshoot inference failures
- Validate AI ML mathematical models
Perks/Benefits
- N/A
Skills/Tech-stack
Artificial Intelligence | Configuration Management | Containerization | Continuous integration | Cybersecurity | Data pipeline | Edge Computing | Feature extraction | Industrial Automation | Industrial Protocols | MES | Machine Learning | Model Inference | Model versioning | Python | Signal Processing
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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