Senior Applied Scientist, Industrial Robotics Group
Tasks
- Build ML models for constraint prediction and dispatch optimization
- Collaborate with software engineering and robotics simulation teams
- Create technical documentation and design narratives
- Design and implement optimization algorithms for manufacturing flow optimization
- Develop and improve machine learning systems for real time manufacturing decisions
- Develop evaluation benchmarks for throughput and constraint utilization
- Execute reproducible experimentation and analysis
- Publish research results and mentor scientists
Perks/Benefits
- 401k matching
- Adoption reimbursement
- Dental insurance
- Employee assistance program
- Flexible spending accounts
- Health insurance
- Life insurance
- Paid time off
- Parental leave
- Surrogacy reimbursement
- Vision insurance
Skills/Tech-stack
AWS SageMaker | C++ | Combinatorial Optimization | Constraint Programming | ERP | Execution systems | Experimental Design | Java | MLOps | Machine Learning | Manufacturing execution | Manufacturing execution systems | Optimization | Physics-informed machine learning | Predictive Modeling | Python | Real Time | Real-time Systems | Reinforcement Learning | SCADA | Sim-to-Real | Stochastic Modeling | Time Systems
Education
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