Machine Learning Engineer II, ROA, LTV ML

Posted 7 hours ago

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About the role

  • Machine Learning Engineer II developing production ML models for Affirm’s pay-over-time platform. Building credit decisioning systems, scalable pipelines, and algorithms that predict default and guide approvals.

Responsibilities

  • Develop machine learning models using proprietary and third-party data to predict default likelihood and make approval or decline decisions
  • Partner with platform and product engineering teams to build model training, decisioning, and monitoring systems
  • Research solutions and develop prototypes for credit decisioning
  • Implement and scale data pipelines, features, and algorithms for production models
  • Collaborate with engineering, credit, and product teams to define requirements for new products

Requirements

  • 2+ years of experience as a machine learning engineer or PhD in a relevant field
  • Proficiency in machine learning, including Generalized Linear Models, Gradient Boosting, Deep Learning, and Probabilistic Calibration
  • Strong engineering skills in Python
  • Data manipulation skills such as SQL
  • Experience with large-scale distributed systems such as Spark or Ray
  • Experience with scikit-learn, pandas, NumPy, XGBoost, and Kubeflow
  • Experience developing machine learning models at scale from inception to business impact
  • Excellent written and oral communication skills
  • Ability to drive cross-functional requirements with product and engineering teams
  • Ability to present technical concepts and results appropriately
  • Domain knowledge in credit risk is a plus

Benefits

  • Monthly stipends for health, wellness and tech spending
  • 100% subsidized medical coverage for employees and dependents
  • Dental and vision coverage for employees and dependents
  • Flexible time off
  • Generous holiday calendars
  • Employee stock purchase plan (ESPP) to buy Affirm stock at a discount
  • Remote-first flexibility
  • In-person onboarding experience
  • Inclusive interview process and accommodations for candidates with disabilities

Job type

Full Time

Experience level

JuniorMid level

Salary

CA$133,000 - CA$183,000 per year

Degree requirement

No Education Requirement

Tech skills

Distributed SystemsNumpyPandasPythonRayScikit-LearnSparkSQL

Location requirements

RemoteCanada

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