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Changing soon
Data Analyst
Query writing and dashboard building are increasingly conversational.
Replacement risk
77%
Mostly gone by
2031
Runway left
5 yrs
Very high chance of replacement
The ten-question breakdown
Each factor is scored 0–100. Higher means easier to automate.
Scoring the ten factors for this job…
What you can do now
- Own metric definitions and data modelling
- Move into experimentation and causal analysis
- Get closer to decisions: analytics partnering
Where to move next
- Analytics engineer
- Data scientist
- Product analyst