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[return to "Being good at coding competitions correlates negatively with job performance"]
1. warabe+yb[view] [source] 2020-12-15 02:51:34
>>azhenl+(OP)
I wonder, is it true for DataScience too?

Does being good at kaggke competions negatively correlates with actual job performance?

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2. angry_+3f[view] [source] 2020-12-15 03:32:42
>>warabe+yb
Kaggle comps don't, to my knowledge, involve tasks like: - Convincing someone to give you data.

- Convincing them to spend great effort into changing their data collection and labelling practices.

- Explaining why a particular technique was used and why it is correct.

- Explaining why they can't expect magic from 'big data'.

- Making models that are robust and easily maintained, vs fragile spaghetti.

But I don't think being good at kaggle implies being bad at data science soft skills. Technical skills are probably weakly correlated -- that's my prior, it would be good to see a study.

I did find a paper examining the performance of TopCoder participants: https://doi.org/10.1007/s10664-019-09755-0

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