Unraveling "AI Takes Jobs"
The binary "AI eliminates jobs / doesn't" doesn't match reality. In fact, impact differs per task, not per occupation. McKinsey and Goldman Sachs forecasts indicate "30-50% of white-collar tasks partially automated"; occupations remain but their content changes is the realistic view.
Impact Map
Strong Impact (Automation Rate Over 50%)
- Minutes, meeting-prep material drafts
- Routine emails, quotes, first drafts of contracts
- Data aggregation/chart creation
- Boilerplate coding
- Translation/proofreading/tone adjustment
- FAQ first response
Moderate (20-50%)
- Market research/competitor analysis
- Proposal-logic construction
- Hiring-candidate screening
- Code-review first check
- Legal research, case-law search
Small Impact (Under 20%)
- In-person negotiation with customers, trust-building
- Internal political coordination/interest mediation

