Automation index
Can AI do the work of a Psychologist?
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.
It is not a forecast of job losses either.
Task comparison
IS WORK OVER?
Psychologist
28%
AI or a robot can already do 28% of this job.
#64 / 103
View rankingPsychologist
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Document patient information including session notes, progress notes, recommendations, and treatment plans.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 12% | +1.1 |
Use a variety of treatment methods, such as psychotherapy, hypnosis, behavior modification, stress reduction therapy, psychodrama, or play therapy.EstimateNo public source pins this saving. It is an estimate of the method. | 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.EstimateNo public source pins this saving. It is an estimate of the method. | 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.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Write reports on clients and maintain required paperwork.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 55% | +3.3 |
Conduct assessments of patients' risk for harm to self or others.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 12% | +0.6 |
Identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, or reference materials.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 55% | +2.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 48% | 28% | +13.4 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- 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
IS WORK OVER?
Tax advisor
30%
#36 / 103
View rankingTax advisor
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 28% | +3.9 |
Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 28% | +3.6 |
Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 55% | +5 |
Interview clients to obtain additional information on taxable income and deductible expenses and allowances.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 22% | +1.8 |
Explain federal and state tax laws to individuals and companies.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 20% | 28% | +5.6 |
| Total | 100% | 30% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- value-added tax law
- tax legislation
- inform on fiscal duties
- advise on tax planning
- inspect tax returns
- prepare tax returns forms
- calculate tax
- research taxation procedures
- interpret financial statements
- prepare financial statements
Sources for this job· O*NET 13-2082.00· ESCO/ISCO 2411