Automation index
How much of a Textile engineer’s job can AI already do?
A dye recipe comes earlier. Getting the colour the same over ten thousand metres do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Textile engineer
27%
AI can already do 27% of this job.
#165 / 623
View rankingTextile 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 |
|---|---|---|---|
Recipes, weaves and piece QC.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Shop, looms and the warp break.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Supplier, cotton and the sustainability card.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Finishes, shrinkage and fastness tests.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The brand, the deadline and the colour that misses.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Ten thousand metres the same, and not hiding the bad yardage.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
- dye recipes
- weaves
- looms
- colour fastness
- shrinkage
- piece card
- warp
- textile finishes
Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2141
IS WORK OVER?
Radiologist
31%
#39 / 623
View rankingRadiologist
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 |
|---|---|---|---|
Prepare comprehensive interpretive reports of findings.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 55% | +6.6 |
Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Review or transmit images and information using picture archiving or communications systems.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 12% | +1.3 |
Document the performance, interpretation, or outcomes of all procedures performed.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 55% | +4.4 |
Communicate examination results or diagnostic information to referring physicians, patients, or families.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 12% | +0.8 |
Develop or monitor procedures to ensure adequate quality control of images.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Confer with medical professionals regarding image-based diagnoses.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 27% | 28% | +7.6 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- manage research data
- operate open source software
- demonstrate disciplinary expertise
- think abstractly
- manage personal professional development
- perform project management
- synthesise information
- develop own practices continuously
- conduct project management
- manage projects
Sources for this job· O*NET 29-1224.00· ESCO/ISCO 2212