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Chip Huyen on Machine Learning Interviews - November 2019
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- 1 Intro
- 2 Applied research
- 3 Research scientist Research engineer
- 4 ML Engineers
- 5 Data scientist
- 6 Big companies
- 7 Six common paths
- 8 Do you need a PhD?
- 9 The only role that might require a PhD is (applied) research scientist
- 10 Companies hate hiring
- 11 Companies don't want the best people
- 12 Companies don't know what they're hiring for
- 13 Most recruiters can't evaluate technical skills
- 14 Most interviewers are bad
- 15 Interview outcome depends on many random variables
- 16 Interview process
- 17 Bad interview questions
- 18 Examples of good interview questions
- 19 Alternative interview formats
- 20 The higher the onsite-to-offer ratio, the more likely offers are accepted
- 21 How important are referrals?
- 22 Candidates with negative experience are less likely to accept offers
- 23 General tips
