Full-Time

Staff Data Scientist

Posted on 9/4/2025

Tilt Finance

Tilt Finance

51-200 employees

Crowdfunding platform for group fundraising

Compensation Overview

$185k - $230k/yr

Remote in USA

Remote

Category
Data & Analytics (1)
Required Skills
Scikit-learn
Python
Tensorflow
Keras
Pytorch
Xgboost
SQL
Requirements
  • BS degree in engineering, computer science, finance or mathematics
  • 6+ years industry experience in data mining, machine learning, statistical analysis, and/or predictive modeling
  • Deep understanding of statistics and machine learning techniques, including regression, classification, clustering and optimization
  • Experience building predictive models from scratch
  • Strong programming skills in Python with intermediate to advanced knowledge of SQL
  • Demonstrable experience with machine learning packages: scikit-learn, LightGBM, XGBoost, SparkML, etc.
  • Knowledge in deep learning and experience with deep learning toolkits (Tensorflow, Keras, PyTorch) is preferred though not required
  • Comfort working with a variety of cross functional partners in tech, product, credit, and business
  • Exceptionally strong problem solving and communication with the ability to both get in the weeds and communicate to an executive audience
Responsibilities
  • Own creating and improving credit risk models, building machine learning based paycheck detection algorithms to help the business decrease loss rates and increase approval rates
  • Grow user base and increase retention through machine learning and analytics
  • Build machine learning models with large scale data sets to address business priorities
  • Design and influence strategies on underwriting, marketing, fraud and customer experience
  • Work closely with the engineering team as you implement models in production
  • Collaborate effectively with operations and product to ensure the work fits into the broader strategy and business context
  • Develop data standards and analytics pipelines to facilitate current and future analysis
Desired Qualifications
  • Knowledge in deep learning and experience with deep learning toolkits (Tensorflow, Keras, PyTorch) is preferred though not required

Tilt Finance began as Crowdtilt, a social payments and crowdfunding platform that lets groups pool money for events and campaigns. Users create campaigns with a funding goal, or “tilt point,” and funds are collected only if the threshold is met, reducing risk for contributors. The platform moved to a fee-free model for organizers while taking a 3% processing fee on credit card payments, and it focused on social organizers and college campuses for shared expenses. In 2017, Airbnb acquired Tilt in an acquihire to boost its group travel and payments capabilities, and the Tilt platform was retired; the goal was to make group funding safer and easier by ensuring campaigns reach their funding goals before money changes hands.

Company Size

51-200

Company Stage

Series B

Total Funding

$60.1M

Headquarters

San Francisco, California

Founded

2012

Simplify Jobs

Simplify's Take

What believers are saying

  • Tilt Credit Cards launched August 2025 targeting non-prime customers with cash back rewards.
  • Mexico consumer credit business established 2022, rebranding to Tilt in coming months.
  • Interchange, interest, and transaction fees from Petal and Thrive affiliate products diversify revenue.

What critics are saying

  • CFPB enforcement against cash advance practices forces repayment caps, eroding user base.
  • Petal's superior cash back rewards capture 20-30% of Tilt's non-prime market share.
  • WebBank partnership termination halts credit card revenue amid regulatory pressure on high-risk cards.

What makes Tilt Finance unique

  • Uses 250+ real-time financial signals instead of traditional credit scores for underwriting.
  • Product ladder from cash advances to credit cards enables credit-building progression.
  • Profitable since 2022 with 3M+ active US subscribers and $22.1M annual revenue.

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Benefits

Remote Work Options

Home Office Stipend

Company Equity

Health Insurance

Paid Holidays

Performance Bonus

Growth & Insights

Headcount

6 month growth

-14%

1 year growth

-14%

2 year growth

-14%
INACTIVE