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

HR generalist

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
Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.
Estimate

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

11%28%+3.1
Review employment applications and job orders to match applicants with job requirements.
Estimate

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

10%28%+2.8
Interpret and explain human resources policies, procedures, laws, standards, or regulations.
Estimate

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

8%28%+2.2
Hire employees and process hiring-related paperwork.
Estimate

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

7%28%+2
Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.
Estimate

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

6%55%+3.3
Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.
Estimate

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

6%28%+1.7
Advise management on organizing, preparing, or implementing recruiting or retention programs.
Estimate

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

5%28%+1.4
Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.
Estimate

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

5%48%+2.4
Other less frequent tasks (weight estimated from frequency).
Estimate

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

42%28%+11.8
Total100%31%

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

Skills and activities

  • labour legislation
  • job market offers
  • employment law
  • human resource management
  • company policies
  • maintain relationship with customers
  • recruit employees
  • carry out recruiting services
  • interview people
  • identify customer's needs

Sources for this job· O*NET 13-1071.00· ESCO/ISCO 2423

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