Decent place to try out ML at scale - Senior Machine Learning Engineer Bumble Inc. Employee Review

easy tasks, clear communication & expectations

too much merch, unauthentic tasks occasionally

- Managers lead conversations with "What are your blockers - how can I help you?" - Mgmt trusts you can do your job (no micro managing) - Senior leadership is authentically positive - Teams celebrate all wins - big or small - in a way that boosts confidence, morale, and camaraderie - Work/life flexibility. Hybrid work style but if you can't make it to the office or you have to leave early, no one thinks twice. No card swipe counting - Great autonomy / trust = feeling of empowerment to do my job and the desire to do it well

- Contractors have very limited access to tools, communications and resources - All-company communications could be more cohesive