Senior Data Scientist (Fintech)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Data Scientist (Fintech): Developing and maintaining next-generation credit risk and repayment models for a digital banking platform with an accent on predictive systems and transaction-level feature engineering. Focus on productionizing ML models via AWS and Snowflake to optimize underwriting and credit decisions for hourly workers.
Location: Hybrid in New York City (minimum 3 days per week in office)
Salary: $165,000 – $172,000 + Equity
Company
is a digital banking platform focused on creating financial freedom for hourly workers by providing on-demand pay and embedded financial products.
What you will do
- Develop and maintain credit risk and repayment models that power underwriting and decision systems.
- Design and engineer predictive features using transaction-level data to forecast income flows and spending behaviors.
- Deploy, monitor, and optimize production ML models using AWS and the Snowflake ML Platform.
- Investigate credit performance and identify root causes of model drift or unexpected repayment behaviors.
- Collaborate with product, risk, and engineering teams to translate data insights into credit strategy refinements.
Requirements
- 5+ years of professional experience in data science and machine learning.
- Proven track record of leading end-to-end ML projects from research and development to deployment and monitoring.
- Experience building and productionizing credit or risk assessment models.
- Strong proficiency in Python and ML libraries such as TensorFlow, PyTorch, or XGBoost.
- Strong command of SQL for working with large transactional and time-series datasets.
- Must be based in New York City to support the hybrid work schedule (Tuesdays, Wednesdays, and Thursdays in office).
Nice to have
- Experience in fintech or specific credit risk modeling.
- Experience with cloud ML environments (AWS, Azure, Snowflake ML Platform).
- Familiarity with model explainability techniques and financial compliance requirements.
- Expertise in time-series analysis, forecasting, and temporal feature engineering.
Culture & Benefits
- Comprehensive Medical, Dental, and Vision coverage.
- Fully-paid parental leave.
- Company-sponsored 401k, HSA, and FSA.
- Unlimited vacation for salaried roles.
- Work-from-home setup allowance.
- Direct access to earnings through the platform.
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