Machine Learning Modeler applicants have rated the interview process at Barclays with 4 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 72.6% positive. This is according to Glassdoor user ratings.
Common stages of the interview process at Barclays as a Machine Learning Modeler according to 1 Glassdoor interviews include:
One on one interview: 50%
Skills test: 50%
Here are the most commonly searched roles for interview reports -
I applied online. I interviewed at Barclays (Singapore) in Oct 2025
Interview
1. MCQ critical skill test on paper within an hour in the first round, including a lot of math, statistics, machine learning and computer science questions. If you don't know, better not to answer because they will give you minus scores.
2. Long technique skills interview in the 2nd round. Algorithms and machine learning, deep learning questions will be asked. Each question is not too difficult but you must understand it very well because they will ask you about every detail.
3. presentation. I did not go to this round.
Interview questions [1]
Question 1
Linear regression with reasoning process, Logit regression, RNN, multiple-classification, etc. The interviewer will give you some hints and explain details about every question.