Automation index
How much of a Tactical analyst’s job can AI already do?
A clip comes earlier. The manager using it, and it not being noise, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Tactical analyst
27%
AI can already do 27% of this job.
#132 / 623
View rankingTactical analyst
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Video, tags and the report.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Opponent, patterns and the one who hides.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Preview, the dressing room and not drowning them.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Live, the tablet and the change.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The manager, the ego and not contradicting in public.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it is used, and not being noise.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- tag video
- opponent patterns
- preview
- bench tablet
- tactical reports
- dressing room
- changes
- data noise
Sources for this job· O*NET 27-2022.00· ESCO/ISCO 3422
IS WORK OVER?
Data engineer
31%
#36 / 623
View rankingData engineer
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Design pipelines, models and orchestration.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 50% | +12 |
Write SQL, Spark and data tests.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 45% | +8.1 |
Incidents, quality and lineage in production.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Talk to analysts and negotiate data contracts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Cloud cost, permissions and PII.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
Decide architecture and technical debt.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 20% | +2.4 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Design pipelines, models and orchestration
- Write SQL, Spark and data tests
- Cloud cost, permissions and PII
- Decide architecture and technical debt
- ingeniero de datos
- data engineer
- etl
Sources for this job· O*NET 15-1243.00· ESCO/ISCO 2511