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Candidate-reported interview insights

American Express Data Scientist interviews, decoded.

Explore commonly reported questions, interview rounds, difficulty, duration, and candidate experiences for the Data Scientist role at American Express.

4.1 rating Financial Transaction Processing

Interview overview

Difficulty

Average

Average rounds

2.3

Average duration

~44 days

Difficulty and candidate experience

Interview difficulty

easy10.8%
average67.7%
difficult21.5%

Candidate experience

positive64.6%
neutral16.9%
negative18.5%

Candidate-reported interview process

It was a pretty decent and organized interview process, they really drilled down on SQL, basic ML concepts like boosting and handling imbalanced data, and also how you'd approach business problems such as detecting fraud. They seemed more interested in seeing how you think logically with puzzles and guesstimates than with really hard coding tasks.

So it kicked off with a call from HR, then I went through some behavioral stuff and technical questions. After that, it was a 3-person panel interview where we talked tech, went over a case study, and did some puzzles.

The interviewer was really keen on hearing about my past experiences. It was a pretty low-stress chat overall. They asked straightforward questions, like about my previous projects and some puzzles, nothing too tough. We also had a good chunk of time discussing the role, what parts of it I found interesting, and why they thought I'd be a good fit.

Common American Express Data Scientist interview questions

A focused selection of the most detailed candidate-submitted questions.

  1. 1

    How do you deal with class imbalance in classification algorithms?

  2. 2

    Can we use Gini index in Logistic Regression?

  3. 3

    How to reduce overfitting in decision trees?

  4. 4

    What is your proficiency in SQL and Python?

Interview question formats

Technical25%
Presentation25%
Behavioral25%
Coding25%

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Interview information is based on candidate reports and may not represent the current official hiring process of American Express.