Staff Machine Learning Engineer
Tasks
- Define control model validation for safe deployment
- Measure and close sim to real gap
- Own autonomy roadmap for refinery circuits
- Partner with data engineering to shape data platform
- Perform multi objective optimization for recovery reagent energy uptime
- Provide technical direction design review and mentoring
- Set simulator and modeling stack standards
- Solve modeling and control problems with safety constraints
- Translate techno economic insight into strategy
Perks/Benefits
- N/A
Skills/Tech-stack
Control Systems | Data platform | Digital Twin | Economic analysis | Machine Learning | Model Validation | Multi-Objective Optimization | Non Stationary Learning | Objective optimization | Optimization | Real Time | Real-time control | Reinforcement Learning | Safety constraints | Simulation | Techno-economic analysis
Education
N/A
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