Group Data Scientist
Bangalore, Karnataka, India
INR 2500K-3500K (estimate) Senior-level Full Time
Tasks
- Define KPIs and experimentation standards
- Design and develop machine learning solutions
- Design model evaluation frameworks
- Develop benchmark and improve optimization decision models
- Document methodologies and communicate recommendations
- Productionize models with monitoring and versioning
- Prototype and iterate with agentic coding workflows
- Provide technical leadership and mentor scientists
- Translate business problems into mathematical formulations
Perks/Benefits
- N/A
Skills/Tech-stack
Ablation Studies | CP-SAT | Cloud Computing | Constraint Programming | Contextual Bandits | Counterfactual analysis | Deep reinforcement learning | Docker | Git | Integer linear programming | Linear Programming | MLflow | Machine Learning | Mixed Integer | Mixed-Integer Linear Programming | Monte Carlo | Monte-Carlo Tree Search | OR-Tools | Offline Reinforcement Learning | Optimization | Policy learning | Probabilistic Modeling | PyTorch | Python | Ray RLlib | Reinforcement Learning | SQL | Simulation | Stable Baselines | TensorFlow | Tree search | Value-Based Methods | Value-based
Education
N/A
Roles
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