IS WORK OVER?

Automation index

How much of a Procurement specialist’s job can AI already do?

Today an AI can already classify, reconcile, and prep a first close. The final call, and what goes to the tax office, still has a name on it.

This percentage does not predict how many people will lose their jobs.

Task comparison

Procurement specialist

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.

TaskShareAIPoints
Purchase the highest quality merchandise at the lowest possible price and in correct amounts.
Estimate

No public source provides a precise figure. This is our estimate.

14%28%+3.9
Monitor and follow applicable laws and regulations.
Estimate

No public source provides a precise figure. This is our estimate.

13%28%+3.6
Prepare purchase orders, solicit bid proposals, and review requisitions for goods and services.
Estimate

No public source provides a precise figure. This is our estimate.

12%28%+3.4
Maintain and review computerized or manual records of purchased items, costs, deliveries, product performance, and inventories.
Estimate

No public source provides a precise figure. This is our estimate.

10%55%+5.5
Analyze price proposals, financial reports, and other data and information to determine reasonable prices.
Estimate

No public source provides a precise figure. This is our estimate.

9%55%+5
Arrange the payment of duty and freight charges.
Estimate

No public source provides a precise figure. This is our estimate.

8%28%+2.2
Write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.
Estimate

No public source provides a precise figure. This is our estimate.

5%28%+1.4
Research and evaluate suppliers, based on price, quality, selection, service, support, availability, reliability, production and distribution capabilities, and the supplier's reputation and history.
Estimate

No public source provides a precise figure. This is our estimate.

4%48%+1.9
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

25%28%+7
Total100%34%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • types of coffee beans
  • coffee grinding levels
  • food and beverage industry
  • coffee characteristics
  • examine green coffee beans
  • apply HACCP
  • conduct extensive international travel
  • analyse consumer buying trends
  • negotiate price
  • evaluate coffee characteristics

Sources for this job· O*NET 13-1023.00· ESCO/ISCO 3323

Biologist

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.

TaskShareAIPoints
Teach or supervise students and perform research at universities and colleges.
Estimate

No public source provides a precise figure. This is our estimate.

17%22%+3.7
Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
Program and use computers to store, process, and analyze data.
Estimate

No public source provides a precise figure. This is our estimate.

15%48%+7.2
Supervise biological technicians and technologists and other scientists.
Estimate

No public source provides a precise figure. This is our estimate.

15%22%+3.3
Research environmental effects of present and potential uses of land and water areas, determining methods of improving environmental conditions or such outputs as crop yields.
Estimate

No public source provides a precise figure. This is our estimate.

6%22%+1.3
Collect and analyze biological data about relationships among and between organisms and their environment.
Estimate

No public source provides a precise figure. This is our estimate.

6%48%+2.9
Study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.
Estimate

No public source provides a precise figure. This is our estimate.

5%28%+1.4
Review reports and proposals, such as those relating to land use classifications and recreational development, for accuracy, adequacy, or adherence to policies, regulations, or scientific standards.
Estimate

No public source provides a precise figure. This is our estimate.

5%55%+2.8
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

15%28%+4.2
Total100%31%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • microbiology-bacteriology
  • genetics
  • biotechnology
  • laboratory techniques
  • biology
  • medical genetics
  • genetic engineering
  • scientific research methodology
  • manage research data
  • perform laboratory tests

Sources for this job· O*NET 19-1029.04· ESCO/ISCO 2131

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