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      Great Team in Failing Company - Machine Learning Software Engineer Lyft Employee Review

      4.0
      27 Oct 2023
      Machine learning software engineer
      Recommend
      CEO approval
      Business outlook

      Pros

      I loved my team, the flexibility was great, and amazing TC.

      Cons

      The company wasn't doing well when I joined, with most pointing to poor decision-making among the leadership as the biggest cause. Even though I wasn't a first-hand witness to this, I got the gist from managers that the company had no clear or inspiring direction/objectives.

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      5.0
      15 Apr 2026
      Data scientist
      Recommend
      CEO approval
      Business outlook

      Pros

      There are many opportunities to make impact.

      Cons

      This scope does come at the cost of intense working hours

      4.0
      29 Jun 2026
      Data scientist
      Recommend
      CEO approval
      Business outlook

      Pros

      Academic environment that has a lot of interesting science problems from mapping, optimization, plus all the usual user metrics. Rewarding and complex problems that often have a lo t of tradeoff.

      Cons

      For how good the ICs are, leadership is equally bad. Just riddled with poor decisions top/down. Also given the current state, Uber is just too strong of a competitor and you feel that pressure every day.

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