IS WORK OVER?

Automation index

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

A diagram and an ADR come earlier. A system that holds, and a team that gets it, do not.

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

Task comparison

Software 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 proofs of concept.
Estimate

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

18%40%+7.2
Review PRs, APIs and boundaries.
Estimate

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

16%32%+5.1
Team, product and trade-offs.
Estimate

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

18%22%+4
Big incidents and technical debt.
Estimate

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

16%18%+2.9
Security, cost and observability.
Estimate

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

16%16%+2.6
Not designing a castle nobody can run.
Estimate

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

16%14%+2.2
Total100%24%

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

Skills and activities

  • write code
  • programming
  • software development
  • coding
  • debug code
  • building plans
  • renders
  • sign a project
  • Diagrams, ADRs and proofs of concept
  • Review PRs, APIs and boundaries

Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2511

Dentist

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
Use masks, gloves, and safety glasses to protect patients and self from infectious diseases.
Estimate

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

11%12%+1.3
Examine teeth, gums, and related tissues, using dental instruments, x-rays, or other diagnostic equipment, to evaluate dental health, diagnose diseases or abnormalities, and plan appropriate treatments.
Estimate

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

10%28%+2.8
Use dental air turbines, hand instruments, dental appliances, or surgical implements.
Estimate

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

10%28%+2.8
Administer anesthetics to limit the amount of pain experienced by patients during procedures.
Estimate

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

8%12%+1
Diagnose and treat diseases, injuries, or malformations of teeth, gums, or related oral structures and provide preventive or corrective services.
Estimate

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

7%28%+2
Advise or instruct patients regarding preventive dental care, the causes and treatment of dental problems, or oral health care services.
Estimate

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

7%12%+0.8
Formulate plan of treatment for patient's teeth and mouth tissue.
Estimate

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

7%12%+0.8
Analyze or evaluate dental needs to determine changes or trends in patterns of dental disease.
Estimate

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

6%48%+2.9
Other less frequent tasks (weight estimated from frequency).
Estimate

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

34%28%+9.5
Total100%24%

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

Skills and activities

  • cosmetic dental procedures
  • surgery
  • dentistry science
  • clinical disciplines in dentistry
  • mouth anatomy
  • anaesthetics
  • perform oral health diagnosis
  • rehabilitate worn dentition
  • lead the dental team
  • provide periodontal treatment

Sources for this job· O*NET 29-1021.00· ESCO/ISCO 2261

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