Optimization ML Specialist
Tasks
- Collaborate on architectural decisions and code reviews
- Create stochastic modeling and optimization approaches for industrial systems
- Design and evaluate models
- Develop statistical models of industrial systems based on sensor data and experimentation
- Link machine models to optimize whole industrial systems
- Translate physical processes into mathematical and computational abstractions
Perks/Benefits
- N/A
Skills/Tech-stack
Agent-based | Agent-based modeling | Bayesian optimization | C++ | Combinatorial Optimization | Data analytics | Discrete Event Simulation | Discrete event | Event simulation) | High Performance | High-Performance Computing | Machine Learning | Markov Chains | Performance Computing | Python | Scientific Computing | Sensor data | Sensor data analytics | Simulation | Stochastic Modeling
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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