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The original was posted on /r/machinelearning by /u/tfburns on 2024-10-16 14:44:57+00:00.

1. What would you recommend someone moving from academia to join an industry research lab do in their first 30, 90, and 180 days to ensure they are making a good contribution to the company?
2. Are there habits or ways of thinking in academia which you need to actively move away from/manage in industry research environments?
3. In general, what skills are most commonly lacking or weak in employees coming from academia and/or which skills should an academic brush up/learn on before joining a company?
4. Any other tips/advice?