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

Air traffic controller

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
Plan sequences and read traffic forecasts.
Estimate

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

18%32%+5.8
Strips, tickets and inter-unit coordination.
Estimate

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

16%28%+4.5
Tactical control of aircraft on frequency.
Estimate

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

22%6%+1.3
Resolve conflicts, radio failures and weather.
Estimate

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

16%10%+1.6
Train and supervise a controller under instruction.
Estimate

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

14%12%+1.7
Reports, incidents and shift fatigue.
Estimate

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

14%15%+2.1
Total100%17%

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

Skills and activities

  • Plan sequences and read traffic forecasts
  • Tactical control of aircraft on frequency
  • Reports, incidents and shift fatigue
  • controlador aereo
  • air traffic
  • atc
  • torre de control

Sources for this job· O*NET 53-2021.00· ESCO/ISCO 3154

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