Staff Machine Learning Engineer (Credit International ML)

Responsibilities

• You will be responsible for setting technical strategy for your team on a year-long time scale, and help your team tie it together with critical, business-impacting projects.
• You will collaborate with ML Platform, product, engineering, and risk leadership to shape long-term modeling capabilities needed for scalable international expansion.
• You will act as a force-multiplier for your team through your definition and advocacy of technical solutions and operational processes.
• You will foster a culture of quality and ownership on your team by setting code review and design standards.
• You will help develop talent on your team by providing feedback and guidance, and leading by example.
• What we look for
• 8+ years of experience researching, designing, deploying, and operating large-scale, real-time machine learning systems. A relevant PhD can count for up to 2 YOE.
• Strong Python skills and experience writing production-quality code.
• Experience building and evaluating models for tabular classification problems (including gradient-boosted decision trees like LightGBM/XGBoost, and deep learning frameworks like PyTorch).
• Experience working with distributed data processing or parallel compute frameworks (e.g. Spark, Ray).

Languages