Staff Machine Learning Engineer, Credit Products (Square Financial Services)
Related skills
production machine learning data pipelines neural networks data ingestion📋 Description
- Apply scientific mindset to underwriting new segments using external data sources.
- Lead ML Ops and Infrastructure to scale data ingestion and neural networks.
- Design and implement full credit modeling stack and production decisioning.
- Use data science techniques to leverage new data sources and clarify decisions.
- Identify improvements to credit policy; analyze tech/logical shifts for outcomes.
- Support updates to existing models and troubleshoot in production.
- Operate within a regulated bank framework balancing innovation and compliance.
🎯 Requirements
- 8+ years ML/Stats with a degree; or 6+ with MS; or PhD with 3.
- Degree in CS/Math/Stats/Engineering; strong research track.
- Strong quantitative intuition and data visualization.
- Full-stack proficiency across data pipelines to production software.
- Clear communication with technical and non-technical audiences.
- Pragmatic, adaptable; balance business, technical, regulatory constraints.
🎁 Benefits
- Remote work available
- Medical insurance
- Flexible time off
- Retirement savings plans
- Modern family planning
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