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Senior Software Engineer
Machine Learning, Credit Engineering
Posted on 8/24/2022
INACTIVE
Locations
Remote
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Kafka
Data Analysis
Data Structures & Algorithms
Docker
NumPy
Pandas
Pytorch
Kubernetes
Python
Requirements
  • Bachelors in a technical field with 4+ years of industry experience. Relevant Ph.D can count for up to 2 YOE
  • Proficiency in machine learning with experience in areas such as gradient boosting, deep learning, graph based modeling, and calibration
  • Strong programming skills in Python
  • Experience using large scale distributed data processing systems like Spark(or similar)
  • Experience using machine learning frameworks such as scikit-learn, pandas, numpy, xgboost, pytorch, and mllib (one or more)
  • Excellent written and oral communication skills and the capability to drive cross-functional requirements with product and engineering teams
  • The ability to present technical concepts and results in an audience-appropriate way
  • Persistence, patience and a great sense of responsibility - we build the decision making that enables consumers and partners to place their trust in Affirm!
  • Targeted Gross Monthly Salary: 22,042-27,550PLN
  • Flexible Spending Wallets for tech, food and lifestyle
  • Generous time off policies
  • Away Days - wellness days to take off work and recharge
  • Learning & Development programs
  • Parental leave
  • Robust health benefits
  • Employee Resource & Community Groups
Responsibilities
  • Use Affirm's data to develop machine learning models that predict cash flows, financing programs, and optimize pricing for merchants
  • Build financial forecasting applications for Affirm's two-sided marketplace
  • Research ground breaking solutions and develop prototypes that drive the future of decisioning at Affirm
  • Implement and scale data pipelines, new features, and algorithms that are essential to our production models
  • Collaborate with the engineering, quantitative markets, merchant pricing, and product teams to define requirements for new products
  • Evaluate new data sources to use in a cost-effective way in our models to add value
Desired Qualifications
  • Experience with Kubernetes, Docker, Kafka, Flink, and Airflow is a plus
Affirm

1,001-5,000 employees

Point of sale installment loans for consumers
Company Overview
Affirm seeks to deliver honest financial products—to improve lives. The company operates a buy-now-pay-later platform for consumers at the point of sale.
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.
Company Core Values
  • People come first: We consider our impact on people’s lives before we think about our own interests.
  • No fine print: We are completely transparent and honest—with our customers and with each other.
  • It's on us: We take full accountability for our actions, never shirking responsibility or passing the buck.
  • Simpler is better: We make complex things simple and clear.
  • Push the envelope: We never stop innovating, taking smart risks, and raising the bar.