Automation index
How much of a Bookbinder’s job can AI already do?
A trim and a groove come earlier. Sewing, casing in and getting the book to open do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Bookbinder
25%
AI can already do 25% of this job.
#221 / 623
View rankingBookbinder
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 |
|---|---|---|---|
Trim, gather and prepare sections.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Sew, glue, groove and case in.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Restore spines, endpapers and damaged copies.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
Die-cut, foil and special finishes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Commissions, quotes and the client.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Materials, times and a book that lasts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- bind books
- sew sections
- groove spines
- case in boards
- restore books
- foil stamp
- guillotine
- glue
Sources for this job· O*NET 51-5113.00· ESCO/ISCO 7323
IS WORK OVER?
Data scientist
40%
#6 / 623
View rankingData scientist
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 |
|---|---|---|---|
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 55% | +7.7 |
Manage timely flow of business intelligence information to users.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 28% | +3.6 |
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 48% | +5.3 |
Provide technical support for existing reports, dashboards, or other tools.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 55% | +5 |
Synthesize current business intelligence or trend data to support recommendations for action.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Identify or monitor current and potential customers, using business intelligence tools.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. | 29% | 28% | +8.1 |
| Total | 100% | 40% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- analyse data
- models
- dashboards
- python
- information structure
- data warehouse
- database
- web programming
- ICT security legislation
- business process modelling
Sources for this job· O*NET 15-2051.01· ESCO/ISCO 2521