~/talk

AI in Selection of Candidates

Talkat Big Data Conference Europe 2022 · 2022-11-23..11-24· [machine-learning]
links:none on file
slides:none on file

Claims and concrete results matter: cognitive testing for air traffic controllers yields a 160% improvement in quality of hire while broadening the pool by a factor of 100; Grant Thornton drops degree requirements and finds formerly “diversity hires” deliver longer tenure and higher billable hours; low‑cost airline trains nontraditional hires into system engineers using aptitude and attitude psychometrics; reports cite Amazon scrapping a biased CV‑trained model and media examples like bookcase camera bias; remember CVs have no predictive value, use validated tests, casual‑game signals and Steam profiles instead.

AI-written summary · about

  1. 0:00AI in candidate selection
  2. 3:22Cost of poor hiring
  3. 6:56Media myths vs AI in recruitment
  4. 7:16AI and data challenges in HR
  5. 17:49Fair hiring solutions
  6. 18:10Air traffic control hiring case
  7. 23:10Grant Thornton diversity hiring
  8. 27:11Dutch airline IT talent case
  9. 30:25Dutch military gaming assessment
  10. 34:02PhD selection tool traits
  11. 38:12Biased data in hiring
  12. 38:56Q&A: Hiring managers and AI
  13. 42:52Q&A: Hiring and onboarding
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