Key skills
PySparkPythonSQLMachine LearningDeep LearningCommunication
About this role
Role Overview
- Develop Price Elasticity and Price Recommendation algorithms
- Build scalable models for pricing and assortment optimization
- Ensure transparency on algorithmic recommendations
- Prepare accurate data for model training
- Document developed frameworks and concepts
Requirements
- MS/PhD in Data Science or related field with 4+ years of experience
- Sound knowledge of Python, SQL, PySpark, and Machine Learning libraries
- Experience with building Optimization/Reinforcement Learning models
- Track record of training and deploying vision models at scale
- Business analytical mindset and effective communication skills
- Experience in deep learning, reinforcement learning, and optimization
- Ability to take projects from scoping to launch
- Passion for fixing data issues and optimizing models
Tech Stack
- PySpark
- Python
- SQL
Benefits
- Incentive awards for performance
- 401(k) match
- Stock purchase plan
- Paid maternity and parental leave
- PTO
- Multiple health plans
- Short-term and long-term disability
- Company discounts
- Adoption and surrogacy expense reimbursement