Senior Research/Data Scientist, Revenue Science

Posted 15 Hours Ago
Easy Apply
2 Locations
Remote
150K-207K Annually
Senior level
Artificial Intelligence • Fintech • Machine Learning • Social Impact • Software
Upstart is dedicated to improving access to credit for all. Why? Because credit really matters.
The Role
The Senior Data Scientist conducts analyses and experiments to optimize loan terms and improve the marketing model, collaborating closely with product managers and stakeholders.
Summary Generated by Built In

About Upstart

Upstart is the leading AI lending marketplace partnering with banks and credit unions to expand access to affordable credit. By leveraging Upstart's AI marketplace, Upstart-powered banks and credit unions can have higher approval rates and lower loss rates across races, ages, and genders, while simultaneously delivering the exceptional digital-first lending experience their customers demand. More than 80% of borrowers are approved instantly, with zero documentation to upload.

Upstart is a digital-first company, which means that most Upstarters live and work anywhere in the United States. However, we also have offices in San Mateo, California; Columbus, Ohio; and Austin, Texas.

Most Upstarters join us because they connect with our mission of enabling access to effortless credit based on true risk. If you are energized by the impact you can make at Upstart, we’d love to hear from you!

The Team: 

Upstart’s Revenue Science  team is responsible for building models to optimize our borrower/lender marketplace. Our current focus is on modeling borrower rate sensitivity to optimize how we set fees and target returns to optimize Upstart’s business objectives while satisfying various capital constraints. There is also a borrower <> lender matching system that we believe has major optimization opportunities.  We are currently interested in predicting competitive rates to improve our pricing competitiveness. 


Senior Data Scientist: 

As a Senior Data Scientist  at Upstart, you will design, implement, and analyze experiments to understand how borrowers respond to changes in the loan terms we offer them and measure the business impact of  our attempts to optimize  those loan terms. You’ll do regular deep dive analyses to understand why we’re seeing what we’re seeing and to assess the potential opportunities of optimizing new areas of the marketplace. You will regularly communicate with product managers and the business to explain your results, understand their concerns and interests, and partner with them to come up with novel analyses to answer as yet unanswered business questions. 

Senior Research Scientist:

As a Senior  Research Scientist at Upstart you will  work on optimizing our models through feature and architecture improvements, building new models for novel use-cases, and building decision systems based on these models to optimize our marketplace performance. You will collaborate with product, engineering, and other scientists and communicate your approach and results to both technical and non-technical audiences, and contribute positively to the team’s culture.


How you’ll make an impact [Data Scientist]

  • Conduct detailed analysis and make recommendations to improve our models or our business
  • Design, run, and analyze A/B tests and other experiments
  • Write clean, readable code to execute reproducible analyses 
  • Develop and socialize approaches in collaboration with other scientists and cross-functional stakeholders
  • Communicate and socialize findings to get buy in for recommended next steps


How you’ll make an impact [Research Scientist]

  • Independently execute ML modeling and research projects, both to improve existing models and develop entirely novel models for new use cases
  • Develop and socialize approaches in collaboration with other scientists and cross-functional stakeholders
  • Write clean, production quality code to train and deploy our models
  • Communicate and socialize findings to get buy in for recommended next steps


Minimum Qualifications [Both]

  • Strong academic credentials with a master's degree in statistics, mathematics, economics, computer science, or other quantitative areas of study
  • Knowledge of causal inference techniques and experimentation
  • Programming skills in Python 
  • Proficiency in a broad array of mathematical, statistical learning and machine learning concepts and applications
  • Ability to proactively and effectively communicate results and methodologies to both technical and non-technical stakeholders 
  • Strong sense of intellectual curiosity balanced with humility, drive and teamwork
  • Experience solving real-world machine learning problems at a tech company
  • Experience working as part of a diverse, cross-functional team.


Preferred Qualifications

  • PhD in  in statistics, mathematics, economics, computer science, or other quantitative areas of study
  • [DS] Expertise in causal inference and experimentation
  • [RS] Expertise with causal ML techniques 
  • Experience with forecasting, especially demand forecasting
  • Experience working on pricing systems 
  • [RS] Full-stack expertise with all steps of the modeling process from ideation to productionalizing code; OR deep expertise in either statistical modeling or machine learning
  • [RS] Knowledge of MLops, pipelines, and engineering architecture 

Position location This role is available in the following locations: Remote

Travel requirements As a digital first company, the majority of your work can be accomplished remotely. The majority of our employees can live and work anywhere in the U.S but are encouraged to to still spend high quality time in-person collaborating via regular onsites. The in-person sessions’ cadence varies depending on the team and role; most teams meet once or twice per quarter for 2-4 consecutive days at a time.


What you'll love: 

  • Competitive Compensation (base + bonus & equity)
  • Comprehensive medical, dental, and vision coverage with Health Savings Account contributions from Upstart 
  • 401(k) with 100% company match up to $4,500 and immediate vesting and after-tax savings
  • Employee Stock Purchase Plan (ESPP)
  • Life and disability insurance
  • Generous holiday, vacation, sick and safety leave  
  • Supportive parental, family care, and military leave programs
  • Annual wellness, technology & ergonomic reimbursement programs
  • Social activities including team events and onsites, all-company updates, employee resource groups (ERGs), and other interest groups such as book clubs, fitness, investing, and volunteering
  • Catered lunches + snacks & drinks when working in offices

 

#LI-REMOTE

#LI-Associate 

At Upstart, your base pay is one part of your total compensation package.  The anticipated base salary for this position is expected to be within the below range. Your actual base pay will depend on your geographic location–with our “digital first” philosophy, Upstart uses compensation regions that vary depending on location. Individual pay is also determined by job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.

In addition, Upstart provides employees with target bonuses, equity compensation, and generous benefits packages (including medical, dental, vision, and 401k).

United States | Remote - Anticipated Base Salary Range

$149,800$207,000 USD

Upstart is a proud Equal Opportunity Employer. We are dedicated to ensuring that underrepresented classes receive better access to affordable credit, and are just as committed to embracing diversity and inclusion in our hiring practices. We celebrate all cultures, backgrounds, perspectives, and experiences, and know that we can only become better together. 

If you require reasonable accommodation in completing an application, interviewing, completing any pre-employment testing, or otherwise participating in the employee selection process, please email [email protected]

https://www.upstart.com/candidate_privacy_policy

Top Skills

Causal Inference
Machine Learning
Python

What the Team is Saying

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The Company
HQ: San Mateo, CA
1,500 Employees
Remote Workplace
Year Founded: 2012

What We Do

Upstart is the leading AI lending marketplace, connecting millions of consumers to more than 100 banks and credit unions that leverage Upstart’s AI models and cloud applications to deliver superior credit products. With Upstart's AI, lenders can approve more borrowers at lower rates across races, ages, and genders, while delivering the exceptional digital-first experience customers demand. More than 80% of borrowers are approved instantly, with zero documentation to upload. Founded in 2012, Upstart’s platform includes personal loans, automotive retail and refinance loans, home equity lines of credit, and small-dollar “relief” loans.

If you are energized by the impact you think you could make at Upstart, we'd love to hear from you!

Why Work With Us

Connection to our mission creates a special environment where people feel passionately about the impact they make in the world. Upstart is fast-paced, and we encourage ownership at all levels of the organization. As a result, culture at Upstart is driven by Upstarters. Upstarters are proactive, talented, multi-dimensional and collaborative.

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Upstart Offices

Remote Workspace

Employees work remotely.

Upstart has a digital-first model enabling most Upstarters can live and work anywhere in the U.S. We also offer in-person options from our office locations in San Mateo, California; Columbus, Ohio; and Austin, Texas.

Typical time on-site: None
HQSan Mateo, CA
Austin, TX
Columbus, OH
New York, NY
Learn more

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