Principal Data Scientist at Upstart

Job description

About Upstart At Upstart, we’re united by a mission that matters: to radically reduce the cost and complexity of borrowing for all Americans. Every day, we bring creativity, experimentation, and advanced AI to reshape access to credit, helping millions move forward financially with clarity and confidence. As the leading AI lending marketplace, we partner with banks and credit unions to expand access to affordable credit through technology that’s both radically intelligent and deeply human. Our platform runs over one million predictions per borrower using more than 3,000 signals, powering smarter, fairer decisions for millions of customers. But the numbers only hint at the impact. Every idea, every voice, and every contribution moves us closer to a world where credit never stands between people and their financial progress. We’re proudly digital-first, giving most Upstarters the flexibility to do their best work from wherever they thrive, alongside teammates across 80+ cities in the US and Canada. Digital-first doesn’t mean distant. We’re intentional about in-person connection through team onsites, planning sessions, and moments that spark creativity and trust. And whether you choose to work primarily from home or collaborate in-person from one of our offices in Columbus, Austin, the Bay Area, or New York City, you’ll have the support to work in the way that works best for you. If you’re energized by tackling meaningful problems, excited to innovate with purpose, and motivated by work that truly matters, we’d love to hear from you. The Team: Upstart's Product & Growth Analytics team drives strategic insights and evidence-based decision-making across our expanding portfolio of credit products. Our team works at the intersection of product strategy, data science, and business impact, partnering with product leaders, the ML organization, and finance to shape how Upstart evolves its offerings and delivers value to borrowers and banking partners. We're entering a new chapter. As Upstart expands into subscription-based products, we need to rethink how we approach data science and analytics from the ground up. This requires people who don't just answer questions, but ask the right ones first. People who dive into ambiguity, surface what matters, and guide the business toward smarter decisions. As a Principal Data Scientist, you'll be a strategic thought partner to product, marketing, finance, and ML leaders, helping them optimize the decisions in their domains. You'll combine deep technical expertise with the judgment to know which problems merit rigorous experimentation, which require causal inference, and which first demand foundational business understanding. You will additionally build out technical tools to improve our understanding of the business, with examples including forecasting models, spend allocation optimization, marketing incrementality, and attribution models. How you’ll make an impact Shape strategic direction by identifying the gaps and questions others miss. You're not waiting for orders; you're setting the agenda. Be a thought partner to leaders across product, finance, and ML. You help them understand complex problems from first principles and define what actually matters. Design, build, and own tools that are leveraged across the team, such as models for forecasting change, optimizing spend allocation, marketing incrementality, and attribution. Design and execute experiments, from classic A/B tests to complex causal inference analyses, with full ownership of hypothesis development, experiment design, and results interpretation. Build metrics frameworks and measurement strategies, helping stakeholders understand what to optimize for and why. Collaborate with our ML organization on high-complexity technical challenges, bringing statistical rigor and causal reasoning to our work. Translate ambiguous, multifaceted business problems into clear frameworks that guide decision-making. Take ownership of your work end-to-end: from scoping the question, to analysis, to storytelling, to driving organizational change based on insights. Influence without direct authority across engineering, product, finance, and executive leadership, creating clarity and alignment where understanding is incomplete. Minimum Qualifications 8+ years of experience in data science or quantitative roles with direct impact on product or business strategy. Demonstrated mastery of experimental design and A/B testing, with rigorous experience designing and interpreting experiments and translating findings into meaningful business actions. Deep statistical expertise, including causal inference methods, with the ability to select and apply the right method to ambiguous business problems and derive causal insights rather than surface-level correlations. Strong coding experience in Python or equivalent, with a demonstrated ability to build technical tools that create leverage across the organization rather than just executing ad hoc analyses. Track record of partnering with non-technical stakeholders to translate data into actionable business decisions, not just delivering analyses. Comfort operating in ambiguous environments where the right questions aren't predetermined, and the ability to shape direction through thoughtful inquiry. Exceptional communication skills, demonstrated ability to move fluidly between strategic questions and tactical details, and excellence in translating complex technical bodies of work into clear narratives. Exposure to ML applications and ability to partner effectively with ML/data science teams on technical challenges. Familiarity with personalization, recommendation systems, or matching algorithms. Preferred Qualifications Experience with at least one of the following is highly preferred: forecasting, spend allocation optimization, marketing incrementality, or attribution. 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 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. #LI-REMOTE #LI-MidSenior 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 $195,300 — $270,400 USD 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). Canada | Remote - Anticipated Base Salary Range $182,800 — $230,000 CAD What you'll love At Upstart, our benefits for full-time employees are designed to support your health, financial well-being, family, and personal growth. Here’s what you can expect: Competitive compensation, including base pay, bonus opportunities, and annual equity grants that vest quarterly Retirement benefits to help you plan for the future, including a 401(k) or Group Retirement Savings Plan with a company match of $2 for every $1 contributed, up to $15,000 annually (USD in the US, CAD in Canada) Employee Stock Purchase Plan (ESPP) with discounted stock purchase options for eligible employees (US only) Comprehensive health coverage designed to support you and your family, including medical, dental, vision, and wellness resources for US and supplemental health coverage for Canada. Health Savings Account contributions from Upstart for eligible plans (US only) Income protection benefits, including life insurance and disability coverage for added financial security Paid time off, sick leave, and company holidays, in line with local requirements Paid family and parental leave to support caregiving and major life moments (duration varies by country) Family-centered benefits to support fertility, parenthood, and caregiving needs Employee Assistance Program (EAP) offering mental health support and life-centered resources Financial wellness resources, including access to financial planning tools and a financial concierge service (US Only) Annual wellness allowance to support your physical and emotional well-being and personal development, based on what matters most to you Annual productivity allowance to invest in relevant tools and resources you need to do your best work, no matter where you work from Connection and community through team events, all-company updates, and employee resource groups (ERGs) Onsite perks, including catered lunches and fully stocked micro-kitchens when working from one of our offices in the Bay Area, Austin, Columbus, and New York City For roles based in Canada, please note that we are not currently able to hire in Quebec. Upstart is a proud Equal Opportunity Employer. Just as we are dedicated to improving access to affordable credit for all, we are committed to inclusive and fair hiring practices. 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 candidate_accommodations@upstart.com upstart.com

Requirements

Must-haves

8+ years of experience in data science or quantitative roles with direct impact on product or business strategy.
Demonstrated mastery of experimental design and A/B testing, with rigorous experience designing and interpreting experiments and translating findings into meaningful business actions.
Deep statistical expertise, including causal inference methods, with the ability to select and apply the right method to ambiguous business problems and derive causal insights rather than surface-level correlations.
Strong coding experience in Python or equivalent, with a demonstrated ability to build technical tools that create leverage across the organization rather than just executing ad hoc analyses.
Track record of partnering with non-technical stakeholders to translate data into actionable business decisions, not just delivering analyses.
Comfort operating in ambiguous environments where the right questions aren't predetermined, and the ability to shape direction through thoughtful inquiry.
Exceptional communication skills, demonstrated ability to move fluidly between strategic questions and tactical details, and excellence in translating complex technical bodies of work into clear narratives.
Exposure to ML applications and ability to partner effectively with ML/data science teams on technical challenges.
Familiarity with personalization, recommendation systems, or matching algorithms.
#LI-MidSenior
At Upstart, our benefits for full-time employees are designed to support your health, financial well-being, family, and personal growth. Here’s what you can expect:
Employee Stock Purchase Plan (ESPP) with discounted stock purchase options for eligible employees (US only)
Health Savings Account contributions from Upstart for eligible plans (US only)
Family-centered benefits to support fertility, parenthood, and caregiving needs
Financial wellness resources, including access to financial planning tools and a financial concierge service (US Only)
Annual wellness allowance to support your physical and emotional well-being and personal development, based on what matters most to you
Annual productivity allowance to invest in relevant tools and resources you need to do your best work, no matter where you work from
Connection and community through team events, all-company updates, and employee resource groups (ERGs)
Onsite perks, including catered lunches and fully stocked micro-kitchens when working from one of our offices in the Bay Area, Austin, Columbus, and New York City
For roles based in Canada, please note that we are not currently able to hire in Quebec.
Upstart is a proud Equal Opportunity Employer. Just as we are dedicated to improving access to affordable credit for all, we are committed to inclusive and fair hiring practices.

Nice-to-haves

Experience with at least one of the following is highly preferred: forecasting, spend allocation optimization, marketing incrementality, or attribution.
Position location This role is available in the following locations: Remote
Competitive compensation, including base pay, bonus opportunities, and annual equity grants that vest quarterly

Application prep

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Keywords to mirror

aimlpython

Platform: greenhouse
Effort: quick

Benefits

Benefits detected in the listing.

Dental

Vision

401k

401(K)

Paid Time Off

Parental Leave

Wellness