Automation index
Can AI do the work of a Paralegal?
Today an AI can already search case law and draft a first brief. Standing it up in court, and owning it, is still the lawyer’s job.
It does not turn that percentage into a forecast of layoffs.
Task comparison
IS WORK OVER?
Paralegal
44%
AI or a robot can already do 44% of this job.
#4 / 103
View rankingParalegal
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 |
|---|---|---|---|
Prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.EstimateNo public source pins this saving. It is an estimate of the method. | 21% | 55% | +11.6 |
Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.EstimateNo public source pins this saving. It is an estimate of the method. | 19% | 55% | +10.5 |
Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 55% | +6.6 |
Investigate facts and law of cases and search pertinent sources, such as public records and internet sources, to determine causes of action and to prepare cases.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 55% | +5.5 |
Meet with clients and other professionals to discuss details of cases.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
Direct and coordinate law office activity, including delivery of subpoenas.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
File pleadings with court clerks.EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 22% | +2.2 |
Prepare for trial by performing tasks such as organizing exhibits.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
| Total | 100% | 44% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- design interfaces
- prototypes
- figma
- legal case management
- legal research
- legal department processes
- legal terminology
- court procedures
- compile legal documents
- handle evidence
Sources for this job· O*NET 23-2011.00· ESCO/ISCO 3411
IS WORK OVER?
Biologist
31%
#28 / 103
View rankingBiologist
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 |
|---|---|---|---|
Teach or supervise students and perform research at universities and colleges.EstimateNo public source pins this saving. It is an estimate of the method. | 17% | 22% | +3.7 |
Identify, classify, and study structure, behavior, ecology, physiology, nutrition, culture, and distribution of plant and animal species.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 28% | +4.5 |
Program and use computers to store, process, and analyze data.EstimateNo public source pins this saving. It is an estimate of the method. | 15% | 48% | +7.2 |
Supervise biological technicians and technologists and other scientists.EstimateNo public source pins this saving. It is an estimate of the method. | 15% | 22% | +3.3 |
Research environmental effects of present and potential uses of land and water areas, determining methods of improving environmental conditions or such outputs as crop yields.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 22% | +1.3 |
Collect and analyze biological data about relationships among and between organisms and their environment.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 48% | +2.9 |
Study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Review reports and proposals, such as those relating to land use classifications and recreational development, for accuracy, adequacy, or adherence to policies, regulations, or scientific standards.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. | 15% | 28% | +4.2 |
| Total | 100% | 31% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- microbiology-bacteriology
- genetics
- biotechnology
- laboratory techniques
- biology
- medical genetics
- genetic engineering
- scientific research methodology
- manage research data
- perform laboratory tests
Sources for this job· O*NET 19-1029.04· ESCO/ISCO 2131