Upstart Interview Guide
Everything we know about interviewing at Upstart: the process stage by stage, what each round tests, compensation by level, and reports from candidates who interviewed.
Interviewing at Upstart
What the process looks like, and what Upstart is really testing for.
Upstart runs interview loops that start with recruiter coordination and then shift into repeated, structured technical conversations. Across candidate reports, the tone is often described as friendly or professional, interviewers let you lead parts of the discussion, and they still cover specific questions they need to complete.
What the loop most consistently tests is a mix of Probability plus Data Analysis, alongside Python and Communication. The extracted topic data shows Probability (percentile 100), Data Analysis (94), Python (89), Communication skills (80 for leadership and 90 for soft skills/communication), and Project Management (100) are all highly prominent. Stakeholder Management (80) also appears strongly, and SQL is still prominent (73).
Expect multiple stages, sometimes with a virtual onsite loop described as four to five one-hour meetings that can include live coding, statistics, machine learning architecture, and behavioral interviews. Candidate reports also show some loops can include timed assessments with CoderPad-style sessions and machine learning or project-style discussions, but offer rates in the aggregated reports are 0.0%, so you should plan for the possibility of rejections even when the interviews feel smooth.
The highest prominence topics are Probability and Data Analysis, plus Communication and Project Management, so you are not only being tested on coding. If you can explain your reasoning clearly and frame how you would deliver, it matches what shows up most in their question data.
The Upstart interview process
5 stages, based on 371 candidate reports.
Recruiter Screen
Varies by candidateYou start with a recruiter call to discuss your background, career goals, and alignment with the role. The step commonly includes basic statistics questions to verify foundational knowledge and conversation about compensation expectations.
Technical Interviews
Varies by candidateYou move into technical interviews that assess practical coding skills and architectural thinking, reported across senior engineering and manager discussions. Expect a mix of technical skills conversations that tie to the role, and often use timed problem formats in candidate reports.
Hiring Manager Interview
Varies by candidateYou then meet the hiring manager for a deep-dive on core product experience, domain knowledge, and technical project management experience. Candidate reports describe project walk-throughs and role discussions where the interviewer probes your approach and how you handle responsibilities.
Virtual Onsite Loop
4-5 hours total, across 4-5 one-hour meetingsThe onsite is described as four to five one-hour meetings covering machine learning architecture, live coding, and statistics, with multiple deep-dive technical rounds and behavioral interviews. Candidate reports reinforce timed coding and additional design or project-style prompts that may require adapting to follow-up questions.
Final Leadership Review
Varies by candidateSome roles include sessions with senior leadership, including VPs or directors, alongside peer analysts and HR partners. Where present, there is a final leadership review for strategic alignment and final fit.
What Upstart evaluates
How often each skill shows up across reported interview loops.
Interview guides by role
Each guide has the questions Upstart interviewers actually ask, the loop structure, and total compensation by level.
What Upstart pays, by level
Estimated total compensation: base salary plus stock and annual cash bonus.
Insider tips
Patterns from candidates who got offers, and the mistakes that most often sink a loop.
Real interview experiences by role
Read what candidates said about interviewing at Upstart: the loop, difficulty, and outcomes, straight from recent reports for each role.
Upstart interview FAQ
Answered from real candidate and workplace data, marked up for rich results.
What people say about Upstart
Verbatim snippets pulled from employee and candidate reviews.
Newcomers may find it challenging to adapt, especially if they are not familiar with the codebase.
Upstart offers great pay and well-organized standups, making it an appealing workplace.
Be prepared to work hard and familiarize yourself with the codebase to succeed.
Great pay with organized standups, but challenging for newcomers.
The pay is excellent, and the standup meetings are well organized.
Newcomers may find it challenging to adapt if they are not familiar with the codebase.
Related company guides
Companies that hire for the same data roles, with the same depth of prep.
