Machine Learning Scientist 4 - Pricing Science
Tasks
- Build and productionize causal inference pipelines
- Conduct elasticity and willingness to pay research
- Design causal measurement approaches
- Estimate impact of pricing actions
- Evolve measurement and analytics tools
- Monitor and iterate production models
- Own end to end ML initiatives from ideation to deployment
- Translate statistical findings into business recommendations
Perks/Benefits
- 401k Retirement Plan Employer Match
- Disability programs
- Family-forming benefits
- Flexible spending accounts
- Flexible time off
- Health plans
- Health savings account
- Mental health support
- Paid leave
- Paid time off
- Stock Option Program
Skills/Tech-stack
Causal Inference | Deployment | Difference-in-differences | Elasticity | Experimental Design | Feature Engineering | Instrumental Variables | JAX | Machine Learning | Model Monitoring | PyTorch | Python | Quasi Experimental | Quasi-Experimental Design | Scikit-learn | Synthetic control | TensorFlow | Willingness-to-Pay
Education
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