What the job involves
The main requirements, responsibilities and hiring steps.
Requirements
- 3+ years of experience in Data Science Applied Research or algorithmic product optimization preferably in marketplaces or pricing systems
- Strong background in statistics optimization and causal inference
- Proven ability to move from problem formulation to production-grade solutions
- Proficiency in Python SQL and experience with production ML systems
Nice to have
- Economic modeling
- Control systems
- RL
- Online optimization
- Real-time systems
Day to day
- Design and evolve dynamic pricing systems for a unique bid-based marketplace
- Model supply and demand response under uncertainty and delayed feedback to improve pricing decisions
- Develop test and deploy real-time pricing algorithms and analyze experiments to measure impact
- Collaborate with engineering to productionize robust scalable models and monitor long-term system behavior
- Contribute to methodological choices across optimization control and RL-inspired approaches