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Finding talent in overlooked pools as AI reshapes work
Executive overview
AI and robotics are eliminating routine work, leaving two roles for humans: creative and strategic. The real challenge for scaling companies is sourcing the talent you need before AI fills the gaps.
Hiring from competitors is costly and counterproductive. The better move is finding a fishing hole — a non-obvious talent pool that consistently produces high-will, high-fit candidates.
The best talent often sits just outside the obvious pipeline — find your fishing hole before your competitors do.
The two jobs AI leaves for humans
- A futurist in 1983 predicted only two roles would survive automation: creatives (poets) and soldiers
- Tim Ferriss notes peak creative output is only 2–3 hours per day — the rest is administrivia AI can handle
- The goal: shift human energy toward creative work as AI absorbs everything else
Fishing holes that work
- High schoolers with tech skills: Palantir offered $5,400/month internships to skip college; IBM's P-TECH programme hires promising 16-year-olds directly out of high school
- Adjacent industries: A carpet retailer needed salespeople — instead of hiring from competitors, she recruited top shoe salespeople who could double their income selling carpet
- Disaffected young men in gyms: A waste-management firm in Ireland recruited from boxing gyms, offering 36-month contracts with free vocational training — scaled from 60 to 1,200 employees
- Student athletes: A Florida firm recruited through university athletic departments, not the general placement office — athletes already demonstrate will, values alignment, and proven results
Why to avoid hiring from competitors
- You pay a premium to poach them
- You then must untrain their existing habits
- You can rarely offer enough upside to motivate them
What to look for when hiring
- Will — can't be trained, must be hired for
- Values match
- Demonstrated results
- Skill (least stable; changes fastest)
How to scale a fishing hole
- Once you hire a few people from a new pool, referrals compound quickly
- The fishing hole becomes a self-reinforcing pipeline
- Combine A-players from unconventional sources with AI to scale effectively
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