Full-Time

Staff Machine Learning Engineer

Posted on 11/1/2024

Affirm

Affirm

1,001-5,000 employees

Provides buy now, pay later financing solutions

Fintech
Financial Services

Compensation Overview

$178k - $228kAnnually

+ Equity Rewards

Senior, Expert

Company Historically Provides H1B Sponsorship

Remote in Canada

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Scikit-learn
Kubernetes
Python
Airflow
Pytorch
Apache Spark
SQL
Machine Learning
Docker
Pandas
NumPy

You match the following Affirm's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • 8+ years of experience as a machine learning engineer. Relevant PhD can count for up to 2 YOE
  • Experience developing machine learning models at scale from inception to business impact
  • Proficiency in machine learning with experience in areas such as Generalized Linear Models, Gradient Boosting, Deep Learning, and Probabilistic Calibration
  • Strong engineering skills in Python and data manipulation skills like SQL
  • Experience using large scale distributed systems like Spark or Ray
  • Experience using open source projects and software, such as scikit-learn, pandas, NumPy, XGBoost, PyTorch, Kubeflow
  • Experience with Kubernetes, Docker, and Airflow is a plus
  • Excellent written and oral communication skills and the capability to drive cross-functional requirements with product and engineering teams
  • Persistence, patience and a strong sense of responsibility – we build the decision making that enables consumers and partners to place their trust in Affirm
Responsibilities
  • Use Affirm’s proprietary and other third party data to develop machine learning models that predict the likelihood of default and make an approval or decline decision to achieve business objectives
  • Partner with platform and product engineering teams to build model training, decisioning, and monitoring systems
  • Research ground breaking solutions and develop prototypes that drive the future of credit decisioning at Affirm
  • Implement and scale data pipelines, new features, and algorithms that are essential to our production models
  • Collaborate with the engineering, credit, and product teams to define requirements for new products
Desired Qualifications
  • Experience with Kubernetes, Docker, and Airflow is a plus

Affirm offers point-of-sale financing solutions as an alternative to traditional credit cards. It allows consumers to make purchases and pay over time through installment plans, often without hidden fees or deferred interest. Affirm partners with merchants to integrate its payment options into online and in-store shopping experiences, using user-friendly plugins and APIs. The company generates revenue from interest and fees on loans to consumers, as well as fees from merchants for offering its services. Affirm also provides a merchant dashboard for transaction processing and promotional tools to help businesses market financing options effectively. The goal of Affirm is to empower consumers with flexible payment solutions while providing value to merchants in the e-commerce and retail sectors.

Company Stage

IPO

Total Funding

$1.1B

Headquarters

San Francisco, California

Founded

2012

Growth & Insights
Headcount

6 month growth

-4%

1 year growth

-4%

2 year growth

-10%
Simplify Jobs

Simplify's Take

What believers are saying

  • Affirm's partnership with Liberty Mutual boosts funding capacity and consumer access to loans.
  • Inclusion of BNPL data in FICO scores could improve consumer credit scores using Affirm.
  • Affirm's entry into the UK market offers growth opportunities amid rising BNPL volumes.

What critics are saying

  • Increased competition in the UK from PayPal and Klarna may challenge Affirm's market share.
  • CFPB's push for BNPL regulation could impose new compliance costs on Affirm.
  • Macroeconomic factors may negatively impact investor sentiment towards BNPL companies like Affirm.

What makes Affirm unique

  • Affirm offers transparent installment loans with no hidden fees, unlike traditional credit cards.
  • Affirm partners with over 2,000 merchants, enhancing consumer purchasing power at checkout.
  • Affirm's user-friendly APIs enable seamless integration with online and in-store shopping platforms.

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Benefits

Spending wallets: Access tech, food, lifestyle, and family planning wallets for your expenses

Supportive communities: Get involved with our employee resource groups and community groups

Remote-first workforce: If your role is remote, you can set up shop anywhere in your home country

Generous time off: Take the time you need when life happens

Health benefits: Get a plan that fits your needs

Mental healthcare: Take care of your mind with great mental health programs

Parental leave: Birth and non-birth parents get 18 weeks paid leave. Plus, a 4-week return-to-work transition program, at full base pay.

Compensation: We have a simple, flexible, and transparent remote-first compensation structure so you can make the best decisions for yourself and your family.

Away days: We offer 24 company-wide paid days off—which help our teams collectively pause to recharge.

Learning & development: Engage in exciting learning programs to level up your growth.

INACTIVE