Soft Skills Engineering

Episode 485: I'm terrible at hiring decisions and my coworker spams us with AI-generated memes

29 snips
Nov 3, 2025
Hiring can be a challenge, with signals to assess candidates often misleading. The hosts provide tips on using real examples to gauge true abilities and suggest making interviews mimic actual work scenarios. They also share insights on handling distracting AI-generated memes from a coworker, emphasizing the importance of direct feedback and setting boundaries. This episode offers practical advice for navigating both hiring dilemmas and disruptive team dynamics.
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ADVICE

Use Behavioral Questions Over Hypotheticals

  • Ask behavioral questions that force candidates to describe real past work and results.
  • Avoid hypotheticals and generalities that let candidates provide polished but unverifiable answers.
INSIGHT

Favor Precision To Avoid Costly False Positives

  • Hiring is easier to manage with a high-precision, low-recall bar to avoid false positives.
  • Prioritizing avoiding bad hires reduces long-term cost even if you miss some good candidates.
INSIGHT

AI Boosted Application Volume, Not Quality

  • The job market has shifted: lots of applicants but fewer high-quality candidates recently.
  • Increased application volume is partly driven by LLMs amplifying noisy or AI-generated submissions.
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