Position Details
About this role
This role involves leading the development and deployment of machine learning models for pricing and profitability, working closely with cross-functional teams to optimize financial outcomes.
Key Responsibilities
- Lead ML modeling for pricing
- Deploy and monitor models
- Collaborate with product and finance teams
- Design experiments and RCTs
- Ensure model governance
Technical Overview
Focus on ML model development, deployment, and monitoring using Python, SQL, AWS, with expertise in reinforcement learning and experimental design within financial datasets.
Ideal Candidate
The ideal candidate is a senior data scientist with 5+ years of experience in pricing and profitability modeling, proficient in Python and SQL, with expertise in ML, reinforcement learning, and large datasets, preferably within financial services.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience with ML model lifecycle, No experience with Python or SQL, No background in pricing or profitability modeling, Unfamiliarity with reinforcement learning
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