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Comparison · dataset August 2026

Court Reporter vs Paralegal: which is more exposed to AI?

Effectively tied: 3 points separate Court Reporters from Paralegals.

Court Reporter scores 82% time-weighted AI exposure and Paralegal scores 85% — close enough that the headline number tells you almost nothing. The difference lives underneath it: Court Reporters lose the most ground on "transcribe proceedings verbatim" (90%), while for Paralegals it is "legal research and case law retrieval" (93%). Both roles sit inside Legal, so the exposure difference reflects task design rather than a change of field.

3PP GAP

Seven dimensions, side by side.

METRICCOURT REPORTERPARALEGALDELTA
AI exposure82%85%3pp gap
Resilience score32/10034/1002pt gap
Substitutable work time56%72%Fully automatable today
Human-critical work time16%12%Models score poorly here
Median salary$63k$56k$7k apart
10-year growth-5%4%Paralegal
US workforce27k378kBLS OEWS
Task level

What actually creates the gap.

Paralegals spend 72% of their time-weighted week on tasks a current model can produce end-to-end, against 56% for Court Reporters. The single largest contributor is "legal research and case law retrieval", graded at 93% and worth 24% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.

Court Reporter
MOST EXPOSED TASKS
  • Transcribe proceedings verbatim90% · 22% time
  • Format and proof transcripts86% · 12% time
  • Produce certified transcripts82% · 14% time
  • Caption hearings in realtime78% · 8% time
HUMAN-CRITICAL CORE
  • Maintain courtroom decorum role20% · 3% time
  • Safeguard record integrity22% · 3% time
  • Certify accuracy under oath25% · 6% time
Paralegal
MOST EXPOSED TASKS
  • Legal research and case law retrieval93% · 24% time
  • Contract and document review91% · 22% time
  • Summarise deposition transcripts88% · 8% time
  • Draft standard legal documents86% · 18% time
HUMAN-CRITICAL CORE
  • Attend court proceedings9% · 4% time
  • Liaise with clients and witnesses21% · 8% time
What transfers

Both roles lean on procedural — that is the part of your experience that travels intact. The real divide is cognitive: Paralegals score 84 there against 54 for Court Reporters, a 30-point spread. That is the gap you would actually have to close.

DIMENSIONCOURT REPORTERPARALEGAL
Cognitive5484
Creative838
Manual4214
Switching between them
LowDIFFICULTY

Paralegal appears in our dataset as a mapped adjacent career for Court Reporters: the move raises exposure by 3 points, landing at 85%. Switch difficulty reads low — capability profiles are 22 points apart on average and both sit in the same family.

Score your own exposure in 8 questions →

Common questions.

Is Court Reporter or Paralegal more at risk from AI?

Paralegal. It scores 85% time-weighted AI exposure against 82% for Court Reporter — a 3-point gap. 72% of paralegal work time is already fully substitutable by current models, versus 56% for Court Reporters.

Which pays more, Court Reporter or Paralegal?

Court Reporter, by roughly $7k at the median ($63k versus $56k). Note that the higher-paying role here is also the less AI-exposed one, which matters if you are weighing pay against durability.

Can a court reporter switch to being a paralegal?

Paralegal appears in our dataset as a mapped adjacent career for Court Reporters: the move raises exposure by 3 points, landing at 85%. Switch difficulty reads low — capability profiles are 22 points apart on average and both sit in the same family.

Which role is growing faster, Court Reporter or Paralegal?

Paralegal, at 4% projected ten-year growth versus -5% — a 9-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.

Career families
Legal
Methodology
Scores are time-weighted across each role's canonical O*NET tasks, graded against current frontier-model capability. How we score.