(USA) Staff, Data Scientist
(USA) Crossman Respect Building CA SUNNYVALE Home Office, United States
USD 110K-286K Senior-level Full Time
Tasks
- Apply graph based modeling for substitution and cannibalization
- Apply optimization and reinforcement learning
- Build deep learning demand sensing models
- Collaborate and mentor machine learning engineers
- Create explainable pricing systems
- Design and deploy prescriptive ML pricing models
- Develop causal inference and elasticity solutions
- Drive AgentOps workflows for price explainability and what if planning
- Establish evaluation and monitoring
- Implement uncertainty quantification
- Own price recommendation lifecycle
- Perform elasticity analysis
Perks/Benefits
- 401k match
- Company discounts
- Education benefit program
- Multiple health plans
- PTO
- Paid parental leave
- Stock purchase plan
Skills/Tech-stack
A/B | A/B Testing | B testing | Backtesting | Bayesian Methods | CI/CD | Calibration | Causal Inference | Conformal Prediction | Constrained optimization | DQN | Deep learning | Deep reinforcement learning | Double Machine Learning | Drift Detection | Elasticity Modeling | Explainable AI | GNNs | Graph Neural Networks | Instrumental Variables | MLOps | Machine Learning | Multi-Armed Bandits | Neural Networks | PPO | Prescriptive Analytics | PyTorch | Python | Reinforcement Learning | TensorFlow | Uplift Modeling
Education
Roles
Regions
Countries
States
Cities
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