IS WORK OVER?

Automation index

How much of a Food engineer’s job can AI already do?

A plant balance and HACCP come earlier. Reformulating so it still tastes like food do not.

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

Task comparison

Food engineer

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
Process, balances and shelf life.
Estimate

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

18%48%+8.6
Plant, pasteurise and the batch that will not set.
Estimate

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

16%22%+3.5
HACCP, labelling and the rules.
Estimate

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

16%36%+5.8
Reformulate, costs and the ingredient supplier.
Estimate

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

16%28%+4.5
Taste, marketing and not lying on the pack.
Estimate

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

18%14%+2.5
That it tastes like food, and not shipping the bad batch.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • food process
  • shelf life
  • HACCP
  • reformulate
  • labelling
  • pasteurise
  • taste prototypes
  • plant balances

Sources for this job· O*NET 17-2021.00· ESCO/ISCO 2145

Graphic designer

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
Determine size and arrangement of illustrative material and copy, and select style and size of type.
Estimate

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

12%28%+3.4
Create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.
Estimate

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

11%28%+3.1
Use computer software to generate new images.
Estimate

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

10%28%+2.8
Key information into computer equipment to create layouts for client or supervisor.
Estimate

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

8%22%+1.8
Draw and print charts, graphs, illustrations, and other artwork, using computer.
Estimate

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

7%28%+2
Review final layouts and suggest improvements, as needed.
Estimate

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

7%28%+2
Maintain archive of images, photos, or previous work products.
Estimate

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

6%28%+1.7
Develop graphics and layouts for product illustrations, company logos, and Web sites.
Estimate

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

6%28%+1.7
Other less frequent tasks (weight estimated from frequency).
Estimate

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

33%28%+9.2
Total100%28%

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

Skills and activities

  • design interfaces
  • prototypes
  • figma
  • graphic design
  • desktop publishing
  • copyright legislation
  • respect publication formats
  • use creative suite software
  • follow a brief
  • identify customer's needs

Sources for this job· O*NET 27-1024.00· ESCO/ISCO 2166

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