What shows up most at Uber
These are the question clusters that appear most often in the raw records and should shape how candidates allocate prep time.
Statistics and experimentation
12 mentionsMost questions test probability, statistics, and A/B testing to evaluate analytical rigor and causal reasoning.
SQL and data manipulation
9 mentionsInterviewers emphasize writing queries, performing joins, aggregations, and cleaning data using SQL or Python tools.
Modeling and ML signal
7 mentionsCandidates are asked to design models, handle features, and discuss ML trade-offs in real-world applied scenarios.
Where Uber puts the most pressure
The stage distribution tells candidates where the loop concentrates effort and what kind of reasoning tends to matter most in each round.
Phone Screen
10 recordsInitial interviews typically probe statistical understanding and problem-solving with brief coding or SQL exercises.
Technical Interview
9 recordsLonger sessions focus on SQL queries, A/B testing, metrics, and modeling scenarios to assess analytical depth.
Take Home
2 recordsAssignments involve practical coding, driver incentives, or data extraction tasks, testing real-world problem-solving skills.
Onsite
1 recordsThis stage appears in the dataset but does not yet have a richer written summary.
Outcome mix
What Uber usually signals
Representative questions from the visible record set
These examples help users understand the concrete question flavor without dumping the entire raw database into the public page.
Design a SQL query based on a given business context.
What are the metrics to consider in A/B testing?
Explain the basic process of A/B testing.
How can we incentivize drivers to visit high traffic areas?
Write a query that returns every employee that has ever worked for the company.
How can we incentivize drivers to visit high traffic areas? Select and develop a model to track the effectiveness of this incentive.
How to prepare for Uber
The prep layer should stay practical: what to review, which interview themes recur, and how GhostInterview fits the live round instead of just prep week.
Prep focus
Use GhostInterview during the actual interview
GhostInterview is not just for prep. Use it during live interview loops and follow-up pressure while the conversation is still happening. On supported platforms, the overlay is designed to stay hidden on screen share.
Related Interview themes
These are the recurring interview themes worth reviewing before a similar loop.
Statistics
Core for evaluating probability, distributions, and analytical reasoning in DS interviews.
Experimentation
A/B testing questions measure ability to assess causality and interpret metrics correctly.
Probability
Essential for problem-solving, experiment design, and risk evaluation in analytical tasks.
Open representative Uber records
This public page summarizes the pattern. The database is where users inspect the actual record detail, stage context, and full write-up.
2025(Oct - Dec) · Phone Screen · Rejected
Uber phone screen record for a Data Scientist role that ended in rejected. Phone Screen record for Uber for a Data Scientist role. Sharing an interview experience. I thi…
Open in leaked questionsScientist phone screen2025(Jul - Sep) · Phone Screen · Pending
Uber phone screen record for a Data Scientist role that ended in pending. Phone Screen record for Uber for a Data Scientist role. This year, Uber has merged the data sci…
Open in leaked questionsUber DS HR Call Interview Experience2025(Jul - Sep) · Phone Screen · Offer
Uber phone screen record for a Data Scientist role that ended in offer. Phone Screen record for Uber for a Data Scientist role. A total of 15 minutes, asked basic questi…
Open in leaked questionsRelated GhostInterview pages
FAQ
What is the dominant interview stage at Uber for Data Scientists?
Phone Screen is the most frequent stage, often used to assess fundamental statistics and problem-solving skills.
Which topics appear most often in Uber DS interviews?
Statistics and experimentation, SQL and data manipulation, and modeling with machine learning are highly recurring.
Are take-home assignments common for Uber DS roles?
Take-home tasks are less frequent but focus on real-world coding, driver incentives, or complex data extraction problems.
What coding skills should I prioritize?
Strong SQL proficiency and familiarity with Python/pandas data manipulations are crucial for technical interviews.
Can GhostInterview help during the actual Uber interview?
Yes. Use GhostInterview during live coding rounds, system design discussion, and follow-up pressure while the interview is happening. On supported platforms, the overlay is designed to stay hidden on screen share.