Before You Take the Test

You have reached a critical step on your path to joining Uber — the analytical test. This is not just another screening; it is a gatekeeper that filters thousands of applicants every day. Being invited to this test means you have made the cut so far. The actual job now is to perform under pressure, with precision, and within a limited timeframe.

The stakes are high. Uber receives an enormous volume of applications, and the analytical test is designed to assess your ability to reason quantitatively, interpret operational data, and communicate insights clearly. If you do not prepare properly, you risk self-sabotage.

The stakes: why this test matters

Uber’s analytical test is a proxy for the kind of problem-solving and communication expected from their product managers. It is not just about getting the right answer. It is about demonstrating structured thinking, data literacy, operational understanding, and clear communication.

In every cohort at Pragmatic Leaders, I see candidates overlook one or more of these aspects. They either panic at the data files, struggle with time management, or fail to articulate their reasoning in essay questions. The result is a failed test even if their raw analytical ability is good.

Your actual job before the test is to understand what you will face, how to approach it, and how to create the conditions for peak performance.

What the test looks like

According to multiple feedback sources — including test takers’ reports on glassdoor.com — Uber’s analytical test varies in length and format by region. The most common version has 32 questions, but there are also 20- and 10-question variants.

Your recruiter will tell you how many questions you will get. Be sure to confirm this in advance.

The test is online, timed (usually 2 hours for the 32-question version), and taken in one sitting. You will download two CSV files with operational data related to Uber’s marketplace — trips, driver metrics, app usage, and so on.

The questions fall into three broad categories:

• Math and data analysis: Calculations and interpretations based on the CSV files. For example, computing ratios, identifying trends, and answering quantitative queries.

• Operations knowledge: Conceptual questions about marketplace dynamics, driver incentives, surge pricing, and Uber’s business model.

• Essay-type open-ended questions: These assess your ability to communicate effectively, present insights, and demonstrate empathy toward drivers and customers.

The test we provide in this course is a faithful simulation built from scratch by real test takers. The questions and data files are original but designed to replicate Uber’s test experience closely without copyright infringement.

How to prepare your environment and mindset

Before you start the test, set yourself up for success.

• Find a quiet, comfortable place where you will not be disturbed for two hours.

• Have a reliable internet connection and your computer ready with spreadsheet software to open CSV files.

• Eliminate distractions: silence your phone, close unrelated tabs, and inform people around you not to interrupt.

• Keep water and snacks nearby but avoid anything that might disrupt your focus.

• Prepare mentally: the test is intense and requires sustained concentration. Practice calming techniques if you tend to get anxious.

• Remember, you must complete the test in one sitting. There are no breaks or pauses.

What the test is assessing beyond raw math

Uber is not just looking for candidates who can crunch numbers. The test measures:

• Data literacy: Your ability to explore, filter, and extract insights from raw data.

• Operational understanding: Do you grasp how marketplace mechanics affect supply and demand, driver behavior, and customer experience?

• Communication skills: Can you write clear, polite, and persuasive answers, especially when addressing drivers or stakeholders?

• Problem-solving: Are your answers practical and grounded in Uber’s context, not generic?

This means you must do more than get the right number. You must show how you think and communicate.

Tips for essay-type questions

Uber’s essay questions are often about operational scenarios or driver relations. Here is what Uber expects:

• Show empathy: Address drivers as partners, not just resources. Use encouraging and motivational language.

• Be practical: Suggest feasible ideas, not impossible or impractical ones.

• Use data: Reference metrics or trends from the CSV files when relevant.

• Be polite and friendly: Your tone should be professional but approachable.

• Inject personality: A little humor or warmth is acceptable; Uber does not want robotic answers.

• Know Uber services: Be familiar with UberX, Uber Black, UberPOOL, UberEATS, etc., as questions may reference them.

For example, if asked how to convince drivers to accept higher commission rates, you might emphasize transparent communication about benefits, incentives, and long-term partnership.

What real test takers say

Feedback from candidates who have taken Uber’s analytical test reveals common pitfalls:

• Trying to answer all questions simultaneously and running out of time.

• Getting stuck on complex Excel operations without moving on.

• Writing overly generic or overly technical essay answers that lack warmth or operational insight.

• Ignoring the data files and guessing answers.

The solution is disciplined time management, familiarity with the test format, and combining analytical rigor with clear communication.

Sample test formats

We provide two sample tests in this course:

• A 32-question test with math, operations, and essay questions, replicating the standard Uber test length.

• A 20-question harder test focusing on math and probability, provided as an online link for practice under timed conditions.

Use these to simulate the real test environment. Give yourself two hours and attempt the test in one sitting.

What comes after the analytical test

Passing the analytical test is just the beginning. Usually, Uber conducts three more interview rounds, which may be phone calls, video calls, or in-person panels depending on location.

Typical questions at later stages include:

• Why don’t taxi drivers like credit cards?

• How would you onboard drivers in a new city without an Uber office?

• How to scale supply from 100 to 1,000 drivers?

• What KPIs would you use to assign new drivers?

• How would you roll out a feature fix from a driver’s perspective?

These build on the analytical test by assessing your operational knowledge, communication skills, and problem-solving in live conversations.

Test yourself: Setting up your test environment

Sample essay question: Driver communication

Here is an example of an essay-type question you might encounter:

"Write a two-paragraph email to convince drivers in a new city to join Uber, highlighting the benefits and addressing common concerns."

A strong answer would include:

• A warm greeting and clear introduction.

• Emphasis on Uber’s support, earnings potential, and community.

• Acknowledgment of concerns like safety and flexible hours.

• Encouragement to contact Uber support for questions.

Practice writing such answers with a friendly yet professional tone.

Where to go next

• Build your analytical foundation: Data Analysis and Excel Skills

• Learn to communicate with operational stakeholders: Driver and Partner Communication

• Practice marketplace problem-solving: Marketplace Dynamics and Liquidity

• Prepare for behavioral and situational interviews: PM Interview Preparation

• Advance your product sense: Product Thinking Fundamentals

PL alumni now work at Flipkart, Google, Razorpay, PhonePe, Swiggy, Amazon, Microsoft, and 30+ other companies.