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

Paralegal

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
Prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.
Estimate

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

21%55%+11.6
Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.
Estimate

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

19%55%+10.5
Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.
Estimate

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

12%55%+6.6
Investigate facts and law of cases and search pertinent sources, such as public records and internet sources, to determine causes of action and to prepare cases.
Estimate

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

10%55%+5.5
Meet with clients and other professionals to discuss details of cases.
Estimate

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

10%28%+2.8
Direct and coordinate law office activity, including delivery of subpoenas.
Estimate

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

10%28%+2.8
File pleadings with court clerks.
Estimate

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

10%22%+2.2
Prepare for trial by performing tasks such as organizing exhibits.
Estimate

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

8%28%+2.2
Total100%44%

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

Skills and activities

  • design interfaces
  • prototypes
  • figma
  • legal case management
  • legal research
  • legal department processes
  • legal terminology
  • court procedures
  • compile legal documents
  • handle evidence

Sources for this job· O*NET 23-2011.00· ESCO/ISCO 3411

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