IS WORK OVER?

Automation index

How much of a SAP specialist’s job can AI already do?

A customising and a report come earlier. Payroll coming out on the 30th does not.

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

Task comparison

SAP specialist

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
Customising, specs and module tests.
Estimate

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

18%48%+8.6
Integrations, IDocs and interface faults.
Estimate

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

16%32%+5.1
Key user, training and resistance.
Estimate

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

16%22%+3.5
Go-lives and windows.
Estimate

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

16%18%+2.9
Documentation, authorisations and audit.
Estimate

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

18%16%+2.9
Not leaving a company unable to invoice.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • Customising, specs and module tests
  • Integrations, IDocs and interface faults
  • Key user, training and resistance
  • Go-lives and windows
  • Documentation, authorisations and audit
  • Not leaving a company unable to invoice
  • especialista sap
  • consultor sap
  • erp specialist

Sources for this job· O*NET 15-1211.00· ESCO/ISCO 2511

Civil 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
Structural calcs and code checks.
Estimate

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

22%42%+9.2
Drawings, quantities and cost estimate.
Estimate

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

18%38%+6.8
Geotech and simplified impact reports.
Estimate

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

16%22%+3.5
Coordination with contractor, council and suppliers.
Estimate

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

16%15%+2.4
Site execution and safety control.
Estimate

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

16%12%+1.9
Site authority and responsible signature.
Estimate

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

12%10%+1.2
Total100%25%

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

Skills and activities

  • Structural calcs and code checks
  • Drawings, quantities and cost estimate
  • Geotech and simplified impact reports
  • Site execution and safety control
  • Site authority and responsible signature
  • ingeniero civil
  • civil engineer
  • obras publicas
  • caminos

Sources for this job· O*NET 17-2051.00· ESCO/ISCO 2142

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