Judicial Law Clerks

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Enter information into computerized court calendar, filing, or case management systems.84
• Attend court sessions to hear oral arguments or record necessary case information.82
• Draft or proofread judicial opinions, decisions, or citations.75

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Keep abreast of changes in the law and inform judges when cases are affected by such changes.58
• Perform courtroom duties, including calling calendars, administering oaths, and swearing in jury panels and witnesses.55
• Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.54

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Supervise law students, volunteers, or other personnel assigned to the court.34

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 63 puts Judicial Law Clerks in the most-exposed quarter of analyzed occupations. In practice, exposure this high is about the mix: 12 of 18 analyzed tasks lean automatable, 5 augmentable, and 1 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $64,920median wage
• 13,290employed
• 1,000annual openings
• +2.8%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Administrative Law Judges, Adjudicators, and Hearing Officers 58
• Paralegals and Legal Assistants 64
• Legal Secretaries and Administrative Assistants 92
• Court Reporters and Simultaneous Captioners 90
• Arbitrators, Mediators, and Conciliators 51
• Equal Opportunity Representatives and Officers 59

FAQ — Judicial Law Clerks

What does a score of 63 mean for a Judicial Law Clerks?

It means that, weighted across the 18 tasks we analyzed for this role, the task mix sits at 63 on a 0–100 exposure scale — in the most-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Enter information into computerized court calendar, filing, or case management systems; Attend court sessions to hear oral arguments or record necessary case information; Draft or proofread judicial opinions, decisions, or citations. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The most durable responsibilities are: Supervise law students, volunteers, or other personnel assigned to the court. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.