Tesla

Autopilot Engineer Interview Experience - United States

February 20, 2025

Positive ExperienceNo Offer

Process

This is a very standard process.

The recruiter will reach out and schedule a phone screen interview.

It starts with a brief chat and an introduction of the team and your background and past projects.

Then, the technical questions begin.

Allow 5 minutes for your additional questions.

Questions

Given image tensors, decompose them into patches and implement the K-means algorithm to cluster them.

Using NumPy and also need to implement a convergence criterion.

Need to convert data type from uint8 to float.

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Interview Statistics

The following metrics were computed from 2 interview experiences for the Tesla Autopilot Engineer role in United States.

Success Rate

0%

Pass Rate

Tesla's interview process for their Autopilot Engineer roles in the United States is extremely selective, failing the vast majority of engineers.

Experience Rating

Positive50%

Neutral0%

Negative50%

Candidates reported having mixed feelings for Tesla's Autopilot Engineer interview process in United States.

Tesla Work Experiences

Toxic, get some experience and leave

Autopilot Engineer • Current Employee

Palo Alto, California, United States

August 24, 2025

Pros: Great Product, some good teammates

Cons: Management people are filled with egos. They will fire in an instant without any prior notification. It's not employee friendly. Work conditions are poor.

Toxic, get some experience and leave

Autopilot Engineer • Current Employee

Palo Alto, California, United States

August 24, 2025

Pros: Great Product, some good teammates

Cons: Management people are filled with egos. They will fire in an instant without any prior notification. It's not employee friendly. Work conditions are poor.

Terrible work culture

Autopilot Engineer • Current Employee

Palo Alto, California, United States

Pros: Pay is decent, and opportunities to get promoted because senior engineers keep quitting.

Cons: Poor management style where managers take their employees' credit in meetings. People gate-keep to gain better visibility. Gender and racial discrimination cases. Bro culture.

Terrible work culture

Autopilot Engineer • Current Employee

Palo Alto, California, United States

Pros: Pay is decent, and opportunities to get promoted because senior engineers keep quitting.

Cons: Poor management style where managers take their employees' credit in meetings. People gate-keep to gain better visibility. Gender and racial discrimination cases. Bro culture.

Ownership, Compute, But Poor Wlb

Autopilot Engineer • Current Employee

Pros: High ownership. Access to a large amount of compute and data. A young and hard-working team.

Cons: Limited perks Poor WLB (no WFH) Mostly applied ML, long-term research projects are not encouraged

Ownership, Compute, But Poor Wlb

Autopilot Engineer • Current Employee

Pros: High ownership. Access to a large amount of compute and data. A young and hard-working team.

Cons: Limited perks Poor WLB (no WFH) Mostly applied ML, long-term research projects are not encouraged

Toxic, get some experience and leave

Autopilot Engineer • Current Employee

Palo Alto, California, United States

August 24, 2025

Pros: Great Product, some good teammates

Cons: Management people are filled with egos. They will fire in an instant without any prior notification. It's not employee friendly. Work conditions are poor.

2.0
Toxic, get some experience and leave
Autopilot Engineer • Current Employee
Palo Alto, California, United States
August 24, 2025
Pros: Great Product, some good teammates
Cons: Management people are filled with egos. They will fire in an instant without any prior notification. It's not employee friendly. Work conditions are poor.

Terrible work culture

Autopilot Engineer • Current Employee

Palo Alto, California, United States

Pros: Pay is decent, and opportunities to get promoted because senior engineers keep quitting.

Cons: Poor management style where managers take their employees' credit in meetings. People gate-keep to gain better visibility. Gender and racial discrimination cases. Bro culture.

2.0
Terrible work culture
Autopilot Engineer • Current Employee
Palo Alto, California, United States
June 17, 2025
Pros: Pay is decent, and opportunities to get promoted because senior engineers keep quitting.
Cons: Poor management style where managers take their employees' credit in meetings. People gate-keep to gain better visibility. Gender and racial discrimination cases. Bro culture.

Ownership, Compute, But Poor Wlb

Autopilot Engineer • Current Employee

Pros: High ownership. Access to a large amount of compute and data. A young and hard-working team.

Cons: Limited perks Poor WLB (no WFH) Mostly applied ML, long-term research projects are not encouraged

4.0
Ownership, Compute, But Poor Wlb
Autopilot Engineer • Current Employee
March 25, 2025
Pros: High ownership. Access to a large amount of compute and data. A young and hard-working team.
Cons: Limited perks Poor WLB (no WFH) Mostly applied ML, long-term research projects are not encouraged

Tesla Interview Questions

Course Schedule

Determine if it is possible to finish all courses given prerequisites. Some courses must be taken before others; can you find a valid order?

Longest Substring Without Repeating Characters

Find the length of the longest substring within a given string that contains no repeating characters. The substring must be contiguous.

StringsSliding Windows

Minimum Changes To Make Alternating Binary String

Determine the fewest modifications needed to transform a binary string into an alternating pattern (e.g., "0101" or "1010"). You can change '0' to '1' or '1' to '0'.

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