IS WORK OVER?

Automation index

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

Simulating a line and drafting a procedure can already be farmed out. Planting it into real shifts cannot.

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

Task comparison

Industrial 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
Model processes, balances and a first plant layout.
Estimate

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

22%45%+9.9
Draft procedures, PFDs and operating instructions.
Estimate

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

18%40%+7.2
Analyse cost, bottlenecks and OEE from data.
Estimate

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

16%28%+4.5
Coordinate suppliers, maintenance and production.
Estimate

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

16%18%+2.9
Commissioning and plant trials.
Estimate

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

16%12%+1.9
Capex calls and industrial-safety liability.
Estimate

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

12%10%+1.2
Total100%28%

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

Skills and activities

  • Commissioning and plant trials
  • ingeniero industrial
  • industrial engineer
  • procesos industriales

Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141

Penetration tester

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
Recon, scans and enumeration.
Estimate

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

20%42%+8.4
Write the report, evidence and CVSS.
Estimate

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

18%38%+6.8
Exploit with judgment and not break the business.
Estimate

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

18%18%+3.2
Debrief with the client and retest.
Estimate

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

16%15%+2.4
Choose scope, rules and what is off limits.
Estimate

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

14%16%+2.2
Research 0-days, labs and keep the craft.
Estimate

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

14%18%+2.5
Total100%25%

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

Skills and activities

  • Recon, scans and enumeration
  • Write the report, evidence and CVSS
  • Debrief with the client and retest
  • Choose scope, rules and what is off limits
  • Research 0-days, labs and keep the craft
  • pentester
  • ethical hacker
  • pentest

Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2529

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