IS WORK OVER?

Automation index

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

A serology and a DAS28 come earlier. Starting the biologic and not leaving the patient stiff do not.

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

Task comparison

Rheumatologist

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
Read serologies, rheumatoid factor and imaging.
Estimate

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

16%48%+7.7
Examine joints and call the flare.
Estimate

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

18%18%+3.2
Biologics, steroids and methotrexate.
Estimate

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

16%28%+4.5
Inject, educate and watch side effects.
Estimate

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

16%22%+3.5
A long clinic, pain you cannot see, and the wait.
Estimate

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

18%14%+2.5
Board, pharmacy and owning the immunosuppressant.
Estimate

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

16%12%+1.9
Total100%23%

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

Skills and activities

  • treat arthritis
  • prescribe biologics
  • examine joints
  • inject joints
  • read serologies
  • DAS28
  • rheumatology clinic
  • methotrexate

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

Cloud architect

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
Diagrams, ADRs and a first IaC pass.
Estimate

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

22%48%+10.6
Cost estimate, Well-Architected and gaps.
Estimate

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

18%40%+7.2
Review PRs, security and network.
Estimate

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

16%20%+3.2
Align with security, finops and product.
Estimate

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

16%15%+2.4
PoCs, real failures and vendor limits.
Estimate

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

14%18%+2.5
Sign the design and own the incident.
Estimate

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

14%14%+2
Total100%28%

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

Skills and activities

  • building plans
  • renders
  • sign a project
  • Diagrams, ADRs and a first IaC pass
  • Cost estimate, Well-Architected and gaps
  • Review PRs, security and network
  • Align with security, finops and product
  • PoCs, real failures and vendor limits
  • Sign the design and own the incident
  • arquitecto cloud

Sources for this job· O*NET 15-1243.01· ESCO/ISCO 2511

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