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

Database administrator

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
Tuning, indexes and execution plans.
Estimate

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

22%48%+10.6
Backups, jobs and docs.
Estimate

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

18%42%+7.6
Incidents, locks and restores.
Estimate

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

16%20%+3.2
Schema changes with development.
Estimate

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

16%15%+2.4
Permissions, audit and PII.
Estimate

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

14%18%+2.5
Capacity, cost and engine choice.
Estimate

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

14%16%+2.2
Total100%28%

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

Skills and activities

  • Tuning, indexes and execution plans
  • Backups, jobs and docs
  • Incidents, locks and restores
  • Schema changes with development
  • Permissions, audit and PII
  • Capacity, cost and engine choice
  • dba
  • administrador de base de datos
  • oracle dba

Sources for this job· O*NET 15-1242.00· ESCO/ISCO 2521

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