Wayve

Staff Machine Learning Engineer Interview Experience - San Francisco, California

November 8, 2025

Neutral ExperienceNo Offer

Process

I applied through a recruiter. The process took 4 weeks.

As the following:

HR reach and call to check background
programming
PyTorch Debugging
System design
Technical Leadership
Hiring manager meet
Leadership interview.

There really long interview loop.

Questions

easy coding and colab debugging

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Interview Statistics

The following metrics were computed from 1 interview experience for the Wayve Staff Machine Learning Engineer role in San Francisco, California.

Success Rate

0%

Pass Rate

Wayve's interview process for their Staff Machine Learning Engineer roles in San Francisco, California is extremely selective, failing the vast majority of engineers.

Experience Rating

Positive0%

Neutral100%

Negative0%

Candidates reported having mixed feelings for Wayve's Staff Machine Learning Engineer interview process in San Francisco, California.

Wayve Work Experiences

Great work culture

Software Engineer • Current Employee

London, England

November 19, 2022

Pros: Wayve is a growing, yet tight-knit company that has great leadership and focuses a lot on its people and protecting its culture.

Cons: Wayve’s work is very much in a research phase and will continue to be so in the near future.

Great work culture

Software Engineer • Current Employee

London, England

November 19, 2022

Pros: Wayve is a growing, yet tight-knit company that has great leadership and focuses a lot on its people and protecting its culture.

Cons: Wayve’s work is very much in a research phase and will continue to be so in the near future.

Mechanical Engineering

Hardware Engineer • Current Employee

London, England

September 12, 2025

Pros: An extremely open-minded company and an incredibly welcoming place.

Cons: A tendency for workers to stay longer than set hours

Mechanical Engineering

Hardware Engineer • Current Employee

London, England

September 12, 2025

Pros: An extremely open-minded company and an incredibly welcoming place.

Cons: A tendency for workers to stay longer than set hours

Great trajectory

Software Developer • Current Employee

London, England

Pros: The technology is at the cutting edge. It has exciting developments and is moving very quickly. It has good culture and leadership.

Cons: The company is growing very fast, and performance is benchmarked against other employees. This is very subjective and is often biased. Progression and career prospects have worsened over time.

Great trajectory

Software Developer • Current Employee

London, England

Pros: The technology is at the cutting edge. It has exciting developments and is moving very quickly. It has good culture and leadership.

Cons: The company is growing very fast, and performance is benchmarked against other employees. This is very subjective and is often biased. Progression and career prospects have worsened over time.

Great work culture

Software Engineer • Current Employee

London, England

November 19, 2022

Pros: Wayve is a growing, yet tight-knit company that has great leadership and focuses a lot on its people and protecting its culture.

Cons: Wayve’s work is very much in a research phase and will continue to be so in the near future.

5.0
Great work culture
Software Engineer • Current Employee
London, England
November 19, 2022
Pros: Wayve is a growing, yet tight-knit company that has great leadership and focuses a lot on its people and protecting its culture.
Cons: Wayve’s work is very much in a research phase and will continue to be so in the near future.

Mechanical Engineering

Hardware Engineer • Current Employee

London, England

September 12, 2025

Pros: An extremely open-minded company and an incredibly welcoming place.

Cons: A tendency for workers to stay longer than set hours

5.0
Mechanical Engineering
Hardware Engineer • Current Employee
London, England
September 12, 2025
Pros: An extremely open-minded company and an incredibly welcoming place.
Cons: A tendency for workers to stay longer than set hours

Great trajectory

Software Developer • Current Employee

London, England

Pros: The technology is at the cutting edge. It has exciting developments and is moving very quickly. It has good culture and leadership.

Cons: The company is growing very fast, and performance is benchmarked against other employees. This is very subjective and is often biased. Progression and career prospects have worsened over time.

4.0
Great trajectory
Software Developer • Current Employee
London, England
March 21, 2024
Pros: The technology is at the cutting edge. It has exciting developments and is moving very quickly. It has good culture and leadership.
Cons: The company is growing very fast, and performance is benchmarked against other employees. This is very subjective and is often biased. Progression and career prospects have worsened over time.

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