Automation index
How much of a Pathologist’s job can AI already do?
A first slice and a code come earlier. Putting the diagnosis the chemo depends on do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Pathologist
30%
AI can already do 30% of this job.
#44 / 623
View rankingPathologist
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 |
|---|---|---|---|
Grossing, embedding and the first trim.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Read stains, IHC and a template report.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 52% | +8.3 |
The hard case, the second look and the frozen section.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Board, the surgeon on the phone and the margin.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Cytology, autopsy and the specimen that arrives late.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Signing the diagnosis and what the patient is playing for.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 30% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- read biopsies
- grossing
- immunohistochemistry
- frozen section
- pathology report
- cytology
- surgical margins
- autopsy
Sources for this job· O*NET 29-1222.00· ESCO/ISCO 2212
IS WORK OVER?
Product manager
31%
#37 / 623
View rankingProduct 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
- characteristics of products
- channel marketing
- advertising techniques
- content marketing strategy
- product comprehension
- company policies
- plan marketing strategy
- assign codes to product items
- perform data analysis
- maintain relationship with suppliers
Sources for this job· O*NET 11-2021.00· ESCO/ISCO 2431