IS WORK OVER?

Automation index

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

Today an AI can already prep materials, sort notes, and write a first summary. The class, the source, and the patient still need someone in the room.

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

Task comparison

Psychologist

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
Document patient information including session notes, progress notes, recommendations, and treatment plans.
Estimate

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

9%12%+1.1
Use a variety of treatment methods, such as psychotherapy, hypnosis, behavior modification, stress reduction therapy, psychodrama, or play therapy.
Estimate

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

8%28%+2.2
Counsel individuals, groups, or families to help them understand problems, deal with crisis situations, define goals, and develop realistic action plans.
Estimate

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

7%22%+1.5
Interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, or vocational development and adjustment.
Estimate

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

6%28%+1.7
Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.
Estimate

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

6%28%+1.7
Write reports on clients and maintain required paperwork.
Estimate

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

6%55%+3.3
Conduct assessments of patients' risk for harm to self or others.
Estimate

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

5%12%+0.6
Identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, or reference materials.
Estimate

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

5%55%+2.8
Other less frequent tasks (weight estimated from frequency).
Estimate

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

48%28%+13.4
Total100%28%

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

Skills and activities

  • psychological counselling methods
  • school psychology
  • developmental psychology
  • crisis intervention
  • adolescent psychological development
  • psychology
  • consult student's support system
  • monitor student's behaviour
  • liaise with educational support staff
  • apply crisis intervention

Sources for this job· O*NET 19-3033.00· ESCO/ISCO 2634

Nail technician

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
Bookings, charts and design catalogue.
Estimate

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

16%32%+5.1
Prep, apply gel and file.
Estimate

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

24%10%+2.4
Hygiene, files and lamp.
Estimate

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

16%18%+2.9
Advise on shape, colour and aftercare.
Estimate

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

16%22%+3.5
Remove, repair and damaged nails.
Estimate

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

14%16%+2.2
Not leaving an infection or a lift.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Bookings, charts and design catalogue
  • Prep, apply gel and file
  • Hygiene, files and lamp
  • Advise on shape, colour and aftercare
  • Remove, repair and damaged nails
  • Not leaving an infection or a lift
  • tecnico de uñas
  • manicurista
  • nail technician

Sources for this job· O*NET 39-5092.00· ESCO/ISCO 5142

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