GrepJob
Block

Staff Machine Learning Engineer, Underwriting and Credit

Block
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about 4 hours ago

Base Salary

$277k - $415k/yr

Responsibilities

  • Build, evaluate, and maintain underwriting and decisioning models across Cash App Borrow and Afterpay.
  • Design and evolve credit decision frameworks, including modeling and automation.
  • Run experiments to evaluate model performance and inform credit policy decisions.
  • Develop an understanding of borrower behavior and repayment dynamics.
  • Contribute analysis that informs portfolio-level decisions.
  • Manage the full modeling lifecycle from formulation to iteration in production.
  • Build workflows that accelerate development and documentation.
  • Collaborate with various teams to ensure credit systems meet business and regulatory expectations.
  • Share modeling context and approaches across teams.
  • Shape the adoption of AI developer tooling across the team.

Requirements

  • Bachelor's degree in a quantitative field; advanced degrees are welcome.
  • 10+ years of experience in AI, machine learning, or statistical modeling in decisioning contexts.
  • Experience with probabilistic models and decision systems.
  • Strong experimentation skills in model evaluation.
  • Experience with model monitoring and retraining strategies.
  • Proficiency with AI-native development workflows.
  • Ability to explain modeling concepts to senior stakeholders.
  • Experience working across disciplines in constrained environments.

Benefits

  • Remote work options available.
  • Medical insurance and flexible time off.
  • Retirement savings plans.
  • Modern family planning support.

Tech Stack

Apache AirflowAWSGoogle Cloud PlatformLightGBMMLflowNumPyPandasPythonPyTorchscikit-learnSnowflakeSQLXGBoost

Categories

AI & MLData Science