Principal Applied Scientist
Tasks
- Build conversion modeling approaches across customer journey stages
- Define technical vision for offer decisioning systems
- Design interfaces between decision systems and optimization or constraint components
- Drive cross functional technical alignment across teams
- Ensure downstream impact accounting for models and decision policies
- Propose unified architecture and decisioning strategy
- Prototype models and support experimentation
- Review code and help operationalize models in production
- Scope and lead large ambiguous initiatives
- Translate analytical insights into production approaches
Perks/Benefits
- 401k match
- Bonus opportunities
- Dental insurance
- Employee stock purchase plan
- Equity grants
- Health insurance
- Retirement benefits
- Vision insurance
- Wellness resources
Skills/Tech-stack
Causal Inference | Causal Machine Learning | Constrained Decision Making | Decision Making | Machine Learning | Operations Research | Optimization | Probability | Production Machine Learning | Statistics
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