Principal Optimization Engineer
Georgia, United States
R
USD 89K-158K (estimate) Senior-level Full Time
Tasks
- Apply control theoretic tools for robustness and stability
- Apply machine learning and surrogate methods for optimization
- Build models for system level optimization of HVAC energy systems
- Capture computational problems from product projects
- Create optimization based supervisory control workflows
- Deploy computational methods tools and algorithms for supervisory control design
- Design and deploy real time optimization algorithms for estimation and control
- Develop and deploy product design methods and sales tools
- Develop technology roadmaps
- Develop thermo fluid models for reliable numerical optimization
- Formulate nonlinear programming and mixed integer optimization models
- Mentor junior engineers
- Organize optimization trainings
- Provide technical leadership for numerical optimization of thermo fluid systems
- Supervise student internships
Perks/Benefits
- Domestic and international travel up to 10 percent
- Hybrid work option
- Onsite work at Kennesaw GA facility
Skills/Tech-stack
Cloud Computing | Control Theory | Functional analysis | HPC | Integer Programming | Interior Point Method | Machine Learning | Mathematical Modeling | Mixed Integer | Mixed-Integer Programming | Model-Predictive Control | Nonlinear Programming | Nonlinear Solvers | Numerical Optimization | Numerical analysis | Optimization Algorithms | Predictive control | Pyomo | Python | Quadratic Programming | Real Time | Real-time Optimization | Robustness Analysis | Sequential Quadratic Programming | Stability analysis | Surrogate modeling | Time optimization
Education
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