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      Data Scientist Interview

      Sep 8, 2015
      Anonymous interview candidate
      San Francisco, CA

      Other Data Scientist interview reviews for Lyft

      Data Scientist Interview

      May 4, 2026
      Anonymous interview candidate
      No offer
      Negative experience
      Easy interview

      Application

      No offer
      Negative experience
      Average interview

      Application

      I applied through an employee referral. The process took 4 days. I interviewed at Lyft (San Francisco, CA) in Aug 2015

      Interview

      First a phone chat, then a screen, then a 6-hour take-home assignment, then a 5-interview onsite panel of mostly whiteboard statistics and algorithms exercises. The former 3 were fine, the onsite was unpleasant. I was not given an offer, but I would not have gone to Lyft had I been given one, anyway. A few of the people I met at Lyft seemed really great. But the rest, not so much. I was interviewed by one of the most abrasive and unpleasant people I've met in a long time. Thinking back, the degree to which he challenged everything I said, often with incorrect views of his own or nonsensical objections (e.g. challenging my dislike of the Uber "image" as compared to Lyft), was mind-boggling -- I can't imagine what it would be like to work with this guy. My overall feeling of the interviews was that there was a "right answer" to nearly every question, and they did not have any room to entertain even perfectly-viable alternatives. In addition, they were looking for people who would fit right in to a specific role from day 1: more of a big-company approach than a small-company one.

      Interview questions [1]

      Question 1

      As a part of a bigger question: "How do you draw a uniform random sample from a circle in polar coordinates?"
      4 Answers
      17

      I interviewed at Lyft

      Interview

      I interviewed with a recruiter last fall. Since I was graduating in eight months, she said she'd talk to the hiring manager about whether to send technical interviews now or hold off for different openings in the future, and would get back to me in a few days. She never followed up and didn't respond to my emails. Eventually, I got an automated rejection, the subject line literally read "Update on [insert job title]," they hadn't even bothered to fill in the job title. The whole process felt unprofessional.

      Data Scientist Interview

      Aug 22, 2025
      Anonymous employee
      Toronto, ON
      Accepted offer
      Positive experience
      Average interview

      Application

      I interviewed at Lyft (Toronto, ON)

      Interview

      Case Interview -> Final Interview Loop (ML Case, Business Case, Coding, Behavioural) Recruiter reached out. Interviews got scheduled. Interviews happened. Offer got made. Negotiation happened for few days. Offer got accepted.

      Interview questions [1]

      Question 1

      Case Interview -> Final Interview Loop (ML Case, Business Case, Coding, Behavioural)
      Answer question

      Data Scientist Interview

      Sep 16, 2025
      Anonymous interview candidate
      Toronto, ON
      No offer
      Negative experience
      Average interview

      Application

      I interviewed at Lyft (Toronto, ON) in Aug 2025

      Interview

      “I completed all interview rounds — including HR, technical screening, product sense, business case, algorithm live coding, decisions live coding, machine learning, and experience interviews — but the company ultimately selected another candidate

      Interview questions [1]

      Question 1

      Have a good understanding of stats/probabilities/ML/Coding(SQL,Python), and business domain and metrics.
      Answer question