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Comparison · dataset August 2026

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

Effectively tied: 3 points separate Court Reporters from Translators.

Court Reporter scores 82% time-weighted AI exposure and Translator 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 Translators it is "translate general business documents" (95%). The two sit in different families — Legal and Arts & Design — so any move between them is a career change, not a lateral step.

3PP GAP

Seven dimensions, side by side.

METRICCOURT REPORTERTRANSLATORDELTA
AI exposure82%85%3pp gap
Resilience score32/10037/1005pt gap
Substitutable work time56%56%Fully automatable today
Human-critical work time16%10%Models score poorly here
Median salary$63k$57k$6k apart
10-year growth-5%2%Translator
US workforce27k52kBLS OEWS
Task level

What actually creates the gap.

Both roles hand a similar slice of the week to substitutable work — 56% for Court Reporters, 56% for Translators — but it is different work. Court Reporter exposure concentrates in "transcribe proceedings verbatim"; Translator exposure concentrates in "translate general business documents". Two roles can share a score and face completely different disruption timelines.

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
Translator
MOST EXPOSED TASKS
  • Translate general business documents95% · 22% time
  • Produce first-pass subtitles92% · 8% time
  • Localize marketing and web copy90% · 14% time
  • Translate technical documentation88% · 12% time
HUMAN-CRITICAL CORE
  • Client relationship management12% · 2% time
  • Interpret in sensitive live settings18% · 3% time
  • Cultural adaptation consulting24% · 2% time
What transfers

Both roles lean on procedural — that is the part of your experience that travels intact. The real divide is creative: Translators score 58 there against 8 for Court Reporters, a 50-point spread. That is the gap you would actually have to close.

DIMENSIONCOURT REPORTERTRANSLATOR
Creative858
Manual424
Cognitive5474
Switching between them
ModerateDIFFICULTY

Translator 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 moderate — capability profiles are 27 points apart on average.

Score your own exposure in 8 questions →

Common questions.

Is Court Reporter or Translator more at risk from AI?

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

Which pays more, Court Reporter or Translator?

Court Reporter, by roughly $6k at the median ($63k versus $57k). 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 translator?

Translator 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 moderate — capability profiles are 27 points apart on average.

Which role is growing faster, Court Reporter or Translator?

Translator, at 2% projected ten-year growth versus -5% — a 7-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
LegalArts & Design
Methodology
Scores are time-weighted across each role's canonical O*NET tasks, graded against current frontier-model capability. How we score.