Data Science & AI Specialist
Bangalore, Karnataka, India
INR 3000K-5000K (estimate) Senior-level Full Time
Tasks
- Analyze data and evaluate alternate models
- Build prototypes for evaluation and customer demonstrations
- Collaborate with customers and business units to architect solutions
- Create process control and scheduling algorithms
- Create scalable models and algorithms for integration into products
- Develop machine learning models for industrial assets
- Develop proof of concepts using agile methods
- Develop statistical and predictive models for equipment monitoring
- Implement optimization algorithms for process optimization and scheduling
- Package optimization outputs into business value applications
Perks/Benefits
- N/A
Skills/Tech-stack
Combinatorial Optimization | Constraint Programming | Deep learning | Docker | Global Optimization | Gurobi | IBM CPLEX | Integer Programming | Kubernetes | Linear Programming | MATLAB | MLflow | Machine Learning | Mixed Integer | Mixed-Integer Programming | Model-Predictive Control | Multi-Objective Optimization | Nonlinear Programming | OR-Tools | Objective optimization | Optimization | Predictive Modeling | Predictive control | PyTorch | Python | Quadratic Programming | R | SciPy | Statistical modeling | TensorFlow | Travelling Salesman Problem
Education
Bachelor of Engineering | Master of Science | Master of Technology | PhD
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