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Singulariki

Lawyers

Occupation · SOC 23-1011.00

Represent clients in criminal and civil litigation and other legal proceedings, draw up legal documents, or manage or advise clients on legal transactions. May specialize in a single area or may practice broadly in many areas of law.

Also called: Attorney · Attorney General · Counsel · Lawyer · Attorney at Law · County Attorney · District Attorney · General Counsel · Prosecuting Attorney · Prosecutor · Admiralty Lawyer · Agency Legal Counsel

Job family: Legal Occupations

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Download .md

A source-stamped Markdown brief of this occupation — paste it into an agent, or fetch /roles/role-23-1011-00/context.md directly.

AI work map

A fast read on where AI already shows up in this occupation, where it stays a copilot, where humans remain in the loop, and what the labor market is doing. Built from observed Claude.ai conversations mapped to O*NET tasks and from published research — measures of usage and exposure, not advice or predictions that the job is going away.

Often handed to AI

Task areas most often handled directively in observed AI conversations — candidates to delegate with light review.

  • Prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. · 1.1%
  • Analyze the probable outcomes of cases, using knowledge of legal precedents. · 0.5%
See how AI is used here →

Use as a copilot

Task areas where people work with AI — iterating, learning, or checking — staying in the loop rather than handing the task off.

  • Interpret laws, rulings and regulations for individuals and businesses. · 5.2%
  • Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. · 3.4%
  • Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. · 2.8%
See collaboration patterns →

Keep a human in the loop

Task areas where a human was still judged necessary in a large share of observed conversations — not a safety ruling, an observed-need signal.

  • Interpret laws, rulings and regulations for individuals and businesses. · 94.8% need a human
  • Prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. · 90.5% need a human
  • Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. · 88.5% need a human
See the boundary tasks →

75th-percentile task overlap — yet about 31,500 openings a year (+4.1% projected, BLS), and observed AI use leans 6920% copilot, not hand-off (AEI) . What exposure means →

AI & job outlook

What today's research says about this occupation's exposure to AI, how AI is actually being used in it, and where employment is headed. These are positions within published studies — measures of exposure and usage, not predictions that this job will disappear.

Exposure to current AI

Each study uses its own scale, so the raw scores are not comparable across rows — the percentile (this job's rank among all U.S. occupations with data) is the comparable figure, and sizes the bars.

Measure Rank vs all occupations Percentile Score
Overall AI exposure (Felten et al.) High 89th 1.3
LLM task exposure, γ (OpenAI / Eloundou) High 71st 0.9
AI assistant applicability (Microsoft) Moderate 62nd 0.2

OpenAI's exposure study scores tasks three ways: with a language model alone (α 0.0), with simple added tooling (β 0.4), and including AI-powered software (γ 0.9). Higher means more of the job's tasks could be done at least twice as fast — not that they will be automated away.

Most of this job's tasks can be done remotely (Dingel–Neiman), which tends to track with higher digital and AI exposure.

Historical automation estimate (2013)

A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking.

Frey–Osborne probability 0.0 · 20th percentile among occupations · Low

How AI is actually used in this job

Among measured AI assistant conversations mapped to this occupation (Anthropic Economic Index, 2026-01-15), these task types came up most. These are shares of observed AI conversations — not shares of the job, of worker time, or of what could be automated.

Interpret laws, rulings and regulations for individuals and businesses. 7.1%
Analyze the probable outcomes of cases, using knowledge of legal precedents. 1.4%
Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. 0.9%
Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. 0.6%
Evaluate findings and develop strategies and arguments in preparation for presentation of cases. 0.3%

Job outlook

Independent U.S. Bureau of Labor Statistics employment projection for 2024–2034 — a labor-market forecast, not an AI-impact forecast.

Outlook About average · +4.1% by 2034
Projected annual openings 31,500
Employment 2024 → 2034 864,800 → 900,700

“Annual openings” counts new jobs plus replacements for workers who leave the occupation, so it can be large even when growth is modest.

Where this work sits on the global GenAI gradient

The ILO's 2025 global study scores generative-AI exposure on the international ISCO-08 occupation system, not US SOC. Bridged through the published (and approximate, many-to-many) IBS O*NET-SOC ↔ ISCO-08 crosswalk, this US occupation corresponds to the international occupation below. Exposure here means how much of the work's tasks today's AI can attempt — task overlap, not automation, adoption, or jobs lost.

36% mean task exposure (2025)
67th percentile of 427 placed occupations
+3 pts shift 2023 → 2025
International occupation (ISCO-08) Task exposure (2025) Most tasks fall in
Lawyers · 2611 36% Minimal

Read the whole six-band gradient on the GenAI exposure gradient page. The crosswalk is approximate: a US occupation can map to several international ones, and the ILO scores describe the international occupation, not this exact US role.

Working with AI in this job

How people actually apply AI to this occupation's tasks, from Claude.ai (Free and Pro) conversations in the Anthropic Economic Index, 2026-01-15. This is one AI assistant's consumer sample — not all AI, not the whole workforce. Autonomy and the collaboration mix are model-rated estimates; figures below the sample floor are hidden.

Augmentation vs. automation 69.2% working with AI · 24.3% handed to AI
Most common way people use AI here Learning · you ask AI to explain or teach
Typical AI autonomy 4.0 / 5 · higher = AI acts more independently
Used for work (vs. personal / coursework) 41.6%

What people delegate to AI

The role's most common tasks in AI conversations, each tagged with how people work with the AI on it. “Usage” is the share of observed conversations, not of the job.

Task How Usage
Interpret laws, rulings and regulations for individuals and businesses. Learning 5.2%
Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. Iteration 3.4%
Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. Learning 2.8%
Prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. Directive 1.1%
Evaluate findings and develop strategies and arguments in preparation for presentation of cases. Iteration 1.0%
Analyze the probable outcomes of cases, using knowledge of legal precedents. Directive 0.5%

Where a human is still needed

Tasks where the model most often judged that a person remained necessary — a useful read on the current boundary, not a guarantee.

Interpret laws, rulings and regulations for individuals and businesses. 94.8%
Prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. 90.5%
Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. 88.5%
Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. 87.5%
Evaluate findings and develop strategies and arguments in preparation for presentation of cases. 79.2%
Analyze the probable outcomes of cases, using knowledge of legal precedents. 73.1%

What people most often hand AI here

Example prompts phrased from the tasks people most often delegate to AI in this occupation (Anthropic Economic Index). Each shows the underlying measured task and its share of observed AI use. They are suggested phrasings of real tasks — starting points, not endorsed instructions.

  • Help me interpret laws, rulings and regulations for individuals and businesses.

    From: Interpret laws, rulings and regulations for individuals and businesses. · 5.2% of measured AI use · learning

  • Help me prepare legal briefs and opinions, and file appeals in state and federal courts of appeal.

    From: Prepare legal briefs and opinions, and file appeals in state and federal courts of appeal. · 3.4% of measured AI use · task iteration

  • Help me advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations.

    From: Advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations. · 2.8% of measured AI use · learning

  • Help me prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.

    From: Prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts. · 1.1% of measured AI use · directive

Tasks

All 22 tasks O*NET lists for this occupation, ordered by importance. Each links to its own page with AI-exposure and observed-use detail.

Work activities

Knowledge, skills & abilities

O*NET importance rating, from 1 (not important) to 5 (extremely important).

Knowledge

Law and Government 5.0
English Language 4.7
Customer and Personal Service 4.0
Administrative 3.2
Computers and Electronics 3.1
Communications and Media 3.0

Abilities

Oral Expression 4.9
Oral Comprehension 4.6
Written Comprehension 4.6
Written Expression 4.5
Speech Clarity 4.4
Deductive Reasoning 4.1
Problem Sensitivity 4.0
Inductive Reasoning 4.0
Information Ordering 3.9
Fluency of Ideas 3.8
Originality 3.8
Category Flexibility 3.8
Near Vision 3.8
Speech Recognition 3.8
Selective Attention 3.3

Essential skills

Speaking 4.6
Reading Comprehension 4.5
Active Listening 4.5
Critical Thinking 4.5
Writing 4.3
Active Learning 3.8
Monitoring 3.4
Learning Strategies 3.1

Transferable skills

Complex Problem Solving 4.1
Judgment and Decision Making 4.1
Persuasion 4.0
Negotiation 4.0
Social Perceptiveness 3.8
Time Management 3.6
Coordination 3.5
Systems Analysis 3.4
Instructing 3.1
Service Orientation 3.1
Systems Evaluation 3.0

Skills in demand

Skills employers ask for in job postings for this occupation (Lightcast), with whether each is a common or specialized skill.

Showing the top 40 of 46.

Tools & technology

Example Category
Microsoft Office software Office suite software Hot technology In demand
Adobe Acrobat Document management software Hot technology
Google Analytics Data mining software Hot technology
Microsoft Access Data base user interface and query software Hot technology
Microsoft Excel Spreadsheet software Hot technology
Microsoft Outlook Electronic mail software Hot technology
Microsoft PowerPoint Presentation software Hot technology
Microsoft Project Project management software Hot technology
Microsoft Word Word processing software Hot technology
SAP software Enterprise resource planning ERP software Hot technology
Abacus Data Systems AbacusLaw Data base user interface and query software
AbacusNext HotDocs Document management software
ADC Legal Systems Perfect Practice Data base user interface and query software
ADERANT Expert Matter Center Data base user interface and query software
Advanced Technologies Class Act Data base user interface and query software
AdvantageLaw WinVantage Data base user interface and query software
Anacomp CaseLogistix Document management software
Argosy Legal Systems Power Closer Data base user interface and query software
Best Case Solutions Best Case Bankruptcy Document management software
BQE Software BillQuick Billing and invoicing software
Bridgeway eCounsel Data base user interface and query software
Canyon Solutions Jcats Project management software
Captaris Alchemy Document management software
Catalyst Repository Systems CatalystCR Document management software
Catalyst Repository Systems CatalystDR Electronic mail software
Catalyst Repository Systems CatalystXE Electronic mail software
Chesapeake Interlink Needles Data base user interface and query software
Client Profiles Case Management Data base user interface and query software
Cobblestone Systems Contract Insight Data base user interface and query software
Compugov DocketView Calendar and scheduling software
CompuLaw Vision Calendar and scheduling software
Computer Sciences Corporation Legal Solutions Suite Data base user interface and query software
Constellation Justice Systems CourtView Project management software
Convex FactLogic Analytical or scientific software
Corel WordPerfect Office Suite Office suite software
Corporate Focus Solium Shareworks Data base user interface and query software
Corporatek EnAct Platinum Data base user interface and query software
Creative Data Solutions DuProcess Data base user interface and query software
CrimeCog Technologies E*Justice Data base user interface and query software
Crocodile Consulting Traffic Control Data base user interface and query software

Showing the top 40 of 126.

Work context

How characteristic each condition is of the job, on O*NET's 1–5 context scale (higher = more present in day-to-day work). Each condition links to how it varies across all occupations.

E-Mail 5.0
Telephone Conversations 4.9
Determine Tasks, Priorities and Goals 4.8
Contact With Others 4.8
Freedom to Make Decisions 4.7
Spend Time Sitting 4.5
Impact of Decisions on Co-workers or Company Results 4.5
Face-to-Face Discussions with Individuals and Within Teams 4.4
Written Letters and Memos 4.4
Importance of Being Exact or Accurate 4.4
Frequency of Decision Making 4.2
Time Pressure 4.2
Work Outcomes and Results of Other Workers 3.9
Deal With External Customers or the Public in General 3.9
Indoors, Environmentally Controlled 3.9
Consequence of Error 3.8
Coordinate or Lead Others in Accomplishing Work Activities 3.8
Level of Competition 3.6
Work With or Contribute to a Work Group or Team 3.6
Conflict Situations 3.4
Dealing With Unpleasant, Angry, or Discourteous People 3.4
Importance of Repeating Same Tasks 2.9
Public Speaking 2.7
Physical Proximity 2.6
Health and Safety of Other Workers 2.4
Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable 2.2
Spend Time Standing 1.9
Spend Time Making Repetitive Motions 1.9
In an Enclosed Vehicle or Operate Enclosed Equipment 1.8
Dealing with Violent or Physically Aggressive People 1.7
Degree of Automation 1.4
Spend Time Walking or Running 1.4
Exposed to Cramped Work Space, Awkward Positions 1.3
Exposed to Contaminants 1.3
Indoors, Not Environmentally Controlled 1.2
Outdoors, Exposed to All Weather Conditions 1.2
Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls 1.2
Outdoors, Under Cover 1.1
Spend Time Kneeling, Crouching, Stooping, or Crawling 1.1
Exposed to Disease or Infections 1.1

How to get in

Job zone
Zone 5 — Job Zone Five: Extensive Preparation Needed
Education
Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).
Typical entry-level education
Doctoral or professional degree · BLS, the typical path — not a requirement
Related experience
Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job.
Preparation level
SVP (8.0 and above) — total schooling plus on-the-job experience.

What to study: Legal Professions and Studies . Fields of study crosswalked to this occupation (NCES CIP–SOC), not a requirement.

Education of current workers

Share of people in this occupation at each level of education.

Doctoral Degree 77.2%
First Professional Degree 22.8%

Interests & work styles

The interests and personal qualities O*NET associates with people who do this work.

Work styles

Dependability 10.0
Attention to Detail 9.0
Integrity 8.0
Cautiousness 7.0
Intellectual Curiosity 6.0
Achievement Orientation 5.0
Self-Control 4.0

Interest areas

Law 6.9
Public Speaking 5.3
Management/Administration 4.4
Politics 4.1
Professional Advising 3.0

Career interests (Holland / RIASEC)

Enterprising 5.5
Conventional 4.6
Investigative 4.4
Social 3.5

Wages & employment

U.S. · annual wages (BLS OEWS)

865k2024901k2034 (proj.)+4.1% · About average
Projected U.S. employment, 2024–2034 (BLS Employment Projections). A labor-market forecast for the occupation, not an AI-impact forecast.
10th percentile $72,780
25th percentile $99,760
Median (50th) $151,160
75th percentile $215,420
90th percentile
People employed 747,750

Industries that employ this occupation

Where these workers are employed, by number of jobs (national, BLS OEWS). Pay shown is the occupation's national median, not industry-specific.

Industry Workers National median pay
Professional, Scientific, and Technical Services · Sector 470,370 $150,110
Finance and Insurance · Sector 34,340 $183,920
Management of Companies and Enterprises · Sector 23,460 $216,440
Administrative and Support and Waste Management and Remediation Services · Sector 11,140 $140,830
Information · Sector 11,100 $218,380
Other Services (except Public Administration) · Sector 8,830 $131,090
Manufacturing · Sector 5,350 $226,130
Health Care and Social Assistance · Sector 5,140 $142,630
Educational Services · Sector 4,940 $155,360
Wholesale Trade · Sector 4,780 $205,110
Real Estate and Rental and Leasing · Sector 4,250 $181,240
Insurance Agencies and Brokerages · National industry 3,790 $166,060

Where this work is most concentrated

Industries where this occupation is far more common than in the economy as a whole. The location quotient is how many times more concentrated it is here (a value of 5 means five times its economy-wide share).

Industry Concentration Workers
Professional, Scientific, and Technical Services · Sector 9.01× 470,370
Solar Electric Power Generation · National industry 2.81× 190
Management of Companies and Enterprises · Sector 1.72× 23,460
Labor Unions and Similar Labor Organizations · National industry 1.34× 690
Finance and Insurance · Sector 1.14× 34,340
Research and Development in the Social Sciences and Humanities · National industry 1.09× 320
Information · Sector 0.79× 11,100
Insurance Agencies and Brokerages · National industry 0.79× 3,790

Part of the Public Service & Safety career cluster.

Exposure quadrant: AI task-overlap percentile vs Median pay Lawyers sits at the 75th percentile of AI task-overlap and the 98th percentile of median pay, placed here against 12 adjacent occupations on the same two axes. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Lawyers Paralegals and Legal Assistants Labor Relations Specialists Equal Opportunity Representatives and Officers Administrative Law Judges, Adjudicators, and Hearing Officers Arbitrators, Mediators, and Conciliators Legal Secretaries and Administrative Assistants Law Teachers, Postsecondary AI task-overlap percentile → ↑ Median pay
AI task-overlap percentile (horizontal) vs. median-pay percentile (vertical), across all scored occupations. This occupation is highlighted; related occupations are plotted alongside it. Overlap measures shared tasks with AI, not automation.

Side-by-side comparisons place two occupations’ pay, preparation, skills, and AI exposure on the same page — same data, same scale, no forecast.

What you can do with this

Options the data surfaces for Lawyers — not advice or a forecast. Each is a real cross-link you can follow into the evidence.

Skills that travel

Capabilities this work builds that are used across many other occupations.

Paths in

How people typically prepare for this work.

Zoom out

On the global GenAI exposure gradient this work sits around the 67th percentile of 427 international occupations.

Write a report on thisheadline · factoids · citation

Lawyers show 75th-percentile AI task overlap — and about 31,500 annual U.S. openings

  • Lawyers rank in the 75th percentile (High band) for AI task overlap across U.S. occupations — a measure of how much of the work today's AI can attempt, not how much is automated.Eloundou et al. (GPTs are GPTs) + Felten AIOE
  • The occupation is projected to see about 31,500 U.S. job openings per year (2024–34), counting growth and replacement — a labor-demand projection made independently of AI.BLS Employment Projections 2024–34
  • BLS projects employment to be about average (+4.1%) from 2024 to 2034.BLS Employment Projections 2024–34
  • Median annual pay is $151,160, across about 747,750 U.S. workers.BLS OEWS (May 2024)
  • Of the AI use actually observed for this work, 69% looks like augmentation (drafting, iterating, checking) rather than hands-off automation — from a Claude.ai usage sample, not a census.2026-01-15-v4-plus-2025-03-27-v2
Copy the whole kit
Lawyers show 75th-percentile AI task overlap — and about 31,500 annual U.S. openings

• Lawyers rank in the 75th percentile (High band) for AI task overlap across U.S. occupations — a measure of how much of the work today's AI can attempt, not how much is automated. (Eloundou et al. (GPTs are GPTs) + Felten AIOE)
• The occupation is projected to see about 31,500 U.S. job openings per year (2024–34), counting growth and replacement — a labor-demand projection made independently of AI. (BLS Employment Projections 2024–34)
• BLS projects employment to be about average (+4.1%) from 2024 to 2034. (BLS Employment Projections 2024–34)
• Median annual pay is $151,160, across about 747,750 U.S. workers. (BLS OEWS (May 2024))
• Of the AI use actually observed for this work, 69% looks like augmentation (drafting, iterating, checking) rather than hands-off automation — from a Claude.ai usage sample, not a census. (2026-01-15-v4-plus-2025-03-27-v2)

Source: Singulariki — "Lawyers". https://singulariki.com/roles/role-23-1011-00
Note: AI task overlap measures what today's AI can attempt, not automation, job loss, or a forecast.

AssetsShare imageMethodology & sourcesPress & newsroomThe newsroom

Every line is built only from figures this page already shows and cites. AI task overlap means what today's AI can attempt — not automation, job loss, or a forecast.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Lawyers." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/roles/role-23-1011-00

APA

Singulariki. (2026). Lawyers. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/roles/role-23-1011-00

BibTeX
@misc{singulariki-role-23-1011-00,
  title  = {Lawyers},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/roles/role-23-1011-00}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.

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