Automation index
How much of a Linguist’s job can AI already do?
A corpus comes earlier. Describing the language without over-prescribing do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Linguist
27%
AI can already do 27% of this job.
#167 / 633
View rankingLinguist
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 |
|---|---|---|---|
Corpus, glosses and the analysis.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Field, the speaker and the one who will not.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Report, the variety and not dismissing it.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Teach, the standard and not humiliating.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The job, the rush and not faking the figure.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Describe, and not over-prescribing.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
- corpus
- glosses
- varieties
- speakers
- the standard
- linguistic fieldwork
- analysis
- not over-prescribe
Sources for this job· O*NET 19-3099.00· ESCO/ISCO 2643
IS WORK OVER?
Marketing manager
31%
#41 / 633
View rankingMarketing manager
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 |
|---|---|---|---|
Formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 28% | +6.2 |
Identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Direct the hiring, training, or performance evaluations of marketing or sales staff and oversee their daily activities.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 28% | +3.4 |
Evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 48% | +3.4 |
Consult with product development personnel on product specifications, such as design, color, or packaging.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Compile lists describing product or service offerings.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 48% | +2.9 |
Develop pricing strategies, balancing firm objectives and customer satisfaction.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 20% | 28% | +5.6 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- channel marketing
- sales strategies
- company policies
- implement marketing strategies
- carry out naming strategies
- perform customers’ needs analysis
- manage staff
- apply social media marketing
- create annual marketing budget
- set brand positioning
Sources for this job· O*NET 11-2021.00· ESCO/ISCO 2431