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Leidos Data Scientist Interview Questions
& Process

Real candidates share what happened, how many rounds they had,
and how the experience turned out.

Based on 14 interview experiences · FREE TO READ

2.1 Rounds average
Easy Typical difficulty
64.3% Positive experience

Candidate interview experiences

First-hand accounts from people who interviewed at Leidos.

Showing 3 of 14
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Leidos

Data Scientist

Analytics · a year ago

Mid Easy Negative experience No offer 3 rounds
Interview process
Recruiter call Take home Onsite
Interview formats
Technical Coding Presentation

I had two virtual meetings with the hiring manager. The first one was a general intro, and then they assigned me a take-home project. The project involved data transformations with some unusual file types. I submitted three different solutions, detailing the pros and cons of each and making a final recommendation. They then sent me an angry email requesting the full code and documentation, not just a report. I provided the code for one solution, making some modifications and embedding my signature within the code and comments. After submitting, I was ghosted – no response to follow-ups. Months later, someone from LinkedIn contacted me about my previous work, stating they were from out of the country and got the job. They mentioned using my interview project in production for Leidos, and it wasn't even the best version I provided. It seems they put my code into production without proper review, which is really disappointing.

Confirmed questions2 questions
  • Could you perform some data transformations on the data provided?
  • Do some data transformations on the provided data.
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Leidos

Data Scientist

Analytics

Entry Average Negative experience No offer 4 rounds
Interview process
Recruiter call Phone screen Onsite Background check
Interview formats
Technical Coding Presentation

It was a super long and frankly useless interview process, taking over 4 months from the initial screening to the final onsite results. Got contacted in early April, and after some basic tech questions, I had a phone call with the Hiring Manager a week later. I almost forgot about them after two months of silence, but in early June, they called back to schedule an onsite interview for the end of June. They covered all travel and accommodation expenses, even offering a rental car which I didn't need. The onsite itself was average, with SQL, Tableau, Java, and Python tasks. The people were nice, though. They said I'd hear back in two weeks, but I waited five weeks for an automated rejection email. Good thing they didn't pick me if they lack basic empathy. And to top it off, I'm still waiting for my expense reimbursement after six weeks!

Confirmed questions5 questions
  • Tell me about the technologies you are familiar with.
  • Can you answer some SQL questions?
  • Let's do a Tableau exercise.
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Leidos

Data Scientist Intern

Research

Intern Average Positive experience Accept offer 3 rounds
Interview process
Take home Technical screen Panel Recruiter call
Interview formats
Coding Behavioral Technical

I had an untimed coding assessment where I had to implement a specific data analysis on a dataset. After that, I had a behavioral and technical interview with two research scientists. Then, there was a short, informal interview with a research scientist and someone from upper management. The behavioral interviews also included some math and CS theory questions. They weren't super structured, mostly asking me to talk about my resume experiences.

Confirmed questions3 questions
  • Can you explain how a GAN works?
  • Could you describe the experiences listed on your resume?
  • What are some math or CS theory concepts you can explain?

Leidos Data Scientist Interview Questions

Quoted word for word from Leidos interview reports.

Can you explain the difference between Bayesian and Markov models?

Read reports

What specific areas of machine learning are you interested in?

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What are some math or CS theory concepts you can explain?

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Could you perform some data transformations on the data provided?

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Can you tell me how long you have been working as a data scientist?

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Formats, difficulty and experience

Across all 14 Leidos interview reports.

Interview formats

Behavioral 46.2%
Technical 30.8%
Coding 11.5%
Presentation 11.5%

Interview difficulty

Easy 50%
Average 50%
Difficult 0%

Candidate experience

Positive 64.3%
Negative 21.4%
Neutral 14.3%