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Census · Legal & compliance · occupation code 23-1012

Judicial Law Clerks

Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.

Passes the screen · 1 of 18 tasks

  • Enter information into computerized court calendar, filing, or case management systems.

    quick to check, an existing check settles it, and a mistake is cheap · 4.1% of the role's time · $37.4M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed

Does not pass

  • Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.

    reason given most often: no existing check settles it · 15.5% of the role's time · $142M

  • Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.

    reason given most often: no existing check settles it · 15.3% of the role's time · $141M

  • Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.

    reason given most often: no existing check settles it · 12.3% of the role's time · $113M

  • Draft or proofread judicial opinions, decisions, or citations.

    reason given most often: no existing check settles it, and a failure is too expensive · 11.8% of the role's time · $108M

  • Confer with judges concerning legal questions, construction of documents, or granting of orders.

    reason given most often: no existing check settles it · 10.6% of the role's time · $97.1M

  • Respond to questions from judicial officers or court staff on general legal issues.

    reason given most often: no existing check settles it · 4.4% of the role's time · $40.3M · waiting on a check

  • Review dockets of pending litigation to ensure adequate progress.

    reason given most often: nobody can tell quickly whether it worked · 4.3% of the role's time · $39.6M

  • Keep abreast of changes in the law and inform judges when cases are affected by such changes.

    reason given most often: no existing check settles it · 4.1% of the role's time · $38.1M

  • Attend court sessions to hear oral arguments or record necessary case information.

    physical work, outside the screen · 3.7% of the role's time · $34.3M

  • Communicate with counsel regarding case management or procedural requirements.

    reason given most often: no existing check settles it · 3.6% of the role's time · $32.9M

  • Coordinate judges' meeting and appointment schedules.

    reason given most often: no existing check settles it · 2.5% of the role's time · $22.7M · passed by Claude Sonnet · the models disagreed

  • Verify that all files, complaints, or other papers are available and in the proper order.

    physical work, outside the screen · 2.4% of the role's time · $22.3M

  • Participate in conferences or discussions between trial attorneys and judges.

    reason given most often: no existing check settles it · 2.1% of the role's time · $19.1M

  • Prepare periodic reports on court proceedings, as required.

    reason given most often: no existing check settles it · 1.6% of the role's time · $14.6M

  • Supervise law students, volunteers, or other personnel assigned to the court.

    reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 0.8% of the role's time · $7.2M

  • Perform courtroom duties, including calling calendars, administering oaths, and swearing in jury panels and witnesses.

    physical work, outside the screen · 0.5% of the role's time · $5.0M

  • Maintain judges' law libraries by assembling or updating appropriate documents.

    physical work, outside the screen · 0.4% of the role's time · $3.8M

Where this role works