Clair is looking to solve the problem of delayed paycheck delivery to America's workers by creating a digital banking platform that allows them to get paid as soon as they clock out of work.
Requirements
- 5+ years of experience in machine learning engineering, data science, data engineering, or a related technical field.
- Strong experience in feature engineering, particularly with large-scale transactional or time-series datasets.
- Proficiency in Python, SQL, and modern ML frameworks (e.g., PyTorch, XGBoost, sci-kit learn).
- Experience building production ML pipelines and deploying models in cloud environments
- Strong understanding of data modeling, forecasting, and statistical analysis.
- Software engineering proficiency with a sensible adherence to good software design patterns
- Experience with Plaid or similar financial data providers.
Responsibilities
- Engineer high-quality features from financial and behavioral data to support credit modeling.
- Build and maintain scalable pipelines for feature computation, income detection, and financial signal extraction.
- Develop forecasting and predictive models for income timing, user stability, and financial behavior patterns.
- Deploy, monitor, and optimize ML models and feature pipelines in production using AWS, Snowflake, or other tooling.
- Contribute to the development of Clair’s Data Science platform, including model deployment workflows, feature stores, and monitoring systems.
- Collaborate with engineering, product, and risk teams to understand their workflows and ensure data products have high availability for their use cases
- Prototype new modeling techniques and evaluate their impact on credit and underwriting performance.
Other
- Clear and effective communication skills when working with product, engineering, and business stakeholders.
- Demonstrated ability to execute end-to-end: from raw data exploration to production ML implementation.
- Medical, Dental, & Vision Coverage, with option to extend to your family
- Fully-paid parental leave
- Company-sponsored 401k, HSA, and FSA
