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Paralegals and Legal Assistants

Assist lawyers by investigating facts, preparing legal documents, or researching legal precedent. Conduct research to support a legal proceeding, to formulate a defense, or to initiate legal action.

392,880 people do this job in the US. $62,890 a year.

now
23%

of the working time. Estimate.

Kinds of work
  • 71%
  • 14%
  • 15%
29%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
January 2027

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 71% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 15%. Today's estimate: 23%.

0%10%20%30%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 1% within reachGemini 3 Pro, November 2025: 2% within reachClaude Opus 4.5, November 2025: 2% within reachGPT-5.2, December 2025: 3% within reachClaude Opus 4.6, February 2026: 3% within reachClaude Mythos Preview (early), April 2026: 15% within reachToday (estimate), September 2026: 23% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 12 tasks from .

TaskKind
Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.Done hourly or more by most who do it. 27%2.5 h33 min to 1 work day30%Half by Feb 2027
Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.Done more than yearly by most who do it. AI observed on this task.15%2.5 h50 min to 6.7 h46%Half by Oct 2026
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.Done more than weekly by most who do it. 14%3.3 h50 min to 1.3 work days25%Half by Mar 2027
Prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.Done daily by most who do it. 13%1.1 h25 min to 2.5 hStays with people
Prepare for trial by performing tasks such as organizing exhibits.Done yearly or less by most who do it. 13%3.3 h50 min to 1.3 work days25%Half by Mar 2027
Arbitrate disputes between parties and assist in the real estate closing process, such as by reviewing title searches.Done more than yearly by most who do it.6%2.1 h50 min to 5 hStays with people
Direct and coordinate law office activity, including delivery of subpoenas.Done yearly or less by most who do it.5%1.3 h25 min to 3.3 hStays with people
Meet with clients and other professionals to discuss details of cases.Done more than monthly by most who do it. 4%50 min25 min to 2.1 hStays with people
Appraise and inventory real and personal property for estate planning.Done yearly or less by most who do it.2%3.3 h1.3 h to 1 work dayStays with people
File pleadings with court clerks.Done more than monthly by most who do it.1%25 min13 min to 1.3 h100%Half by now
Keep and monitor legal volumes to ensure that the law library is up-to-date.Done yearly or less by most who do it.0.1%50 min25 min to 2.5 hStays with people
Call upon witnesses to testify at hearings.Done yearly or less by most who do it.0.1%38 min17 min to 1.7 h98%Half by now

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).