Lead Machine Learning Engineer Interview Experience - London, United Kingdom
March 28, 2025
Positive ExperienceGot Offer
Process
I applied through a recruiter. The process took four weeks.
- A phone screen to introduce yourself and your skills and experiences, and to get the job details. The recruiter explained that the next stage would be a take-home ML task, which was fairly standard. Monzo provided a dataset and a requirements document.
- An onsite or video interview with two to three rounds. One round was with product to go through a case study, covering how you would approach and solve the problem, metrics, and evaluation.
Questions
There was a case study to solve a customer pain point using ML/NLP.
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Interview Statistics
The following metrics were computed from 1 interview experience for the Monzo Lead Machine Learning Engineer role in London, United Kingdom.
Success Rate
0%
Pass Rate
Monzo's interview process for their Lead Machine Learning Engineer roles in London, the United Kingdom is extremely selective, failing the vast majority of engineers.
Experience Rating
Positive100%
Neutral0%
Negative0%
Candidates reported having very good feelings for Monzo's Lead Machine Learning Engineer interview process in London, United Kingdom.
Monzo Work Experiences
1.0
if Monzo == 'PIP' then 'apply'
Lead Machine Learning Engineer • Current Employee
London, England
February 12, 2024
Pros: There was free breakfast and decent pay check levels.fyi
Cons: I had the misfortune of working at Monzo Bank, and I say it was the most dreadful experience of my professional life. The work-life balance was non-existent. Expectations were unrealistic, and the workload was overwhelming. Overtime was mandatory. Forget about having a personal life or any semblance of work-life balance. The office culture was toxic, with backstabbing and office politics rampant. It felt like a high school clique rather than a professional environment (Full of those tech bros) - the worst is the VP of data. Honestly join a different company OR enjoy your PIP.
5.0
Simply loving it
Senior Backend Engineer • Current Employee
London, England
January 5, 2024
Pros: - Transparent leadership
- Challenging and interesting work
- Flexibility in working hours and location
Cons: - Management sometimes lacks technical expertise.
- It is difficult to socialise with your team frequently due to remote peers.
- Pay is not the best on the market.
4.0
Great remote work environment but limited growth opportunities
Senior Software Engineer • Current Employee
London, England
June 28, 2026
Pros: - great tooling and eng practices
- good people around
- very comfortable, amazing for working remotely
Cons: - hard to grow quickly
- most people join by leveling down and get stuck for years
- no bonuses
- 1.0if Monzo == 'PIP' then 'apply'Lead Machine Learning Engineer • Current EmployeeLondon, EnglandFebruary 12, 2024Pros: There was free breakfast and decent pay check levels.fyiCons: I had the misfortune of working at Monzo Bank, and I say it was the most dreadful experience of my professional life. The work-life balance was non-existent. Expectations were unrealistic, and the workload was overwhelming. Overtime was mandatory. Forget about having a personal life or any semblance of work-life balance. The office culture was toxic, with backstabbing and office politics rampant. It felt like a high school clique rather than a professional environment (Full of those tech bros) - the worst is the VP of data. Honestly join a different company OR enjoy your PIP.
- 5.0Simply loving itSenior Backend Engineer • Current EmployeeLondon, EnglandJanuary 5, 2024Pros: - Transparent leadership - Challenging and interesting work - Flexibility in working hours and locationCons: - Management sometimes lacks technical expertise. - It is difficult to socialise with your team frequently due to remote peers. - Pay is not the best on the market.
- 4.0Great remote work environment but limited growth opportunitiesSenior Software Engineer • Current EmployeeLondon, EnglandJune 28, 2026Pros: - great tooling and eng practices - good people around - very comfortable, amazing for working remotelyCons: - hard to grow quickly - most people join by leveling down and get stuck for years - no bonuses
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