Will Robots Replace Translator — Routine Documents?

The Geppetto Robot Impact Score for the Translator — Routine Documents role is 37/100 (medium risk band). This is a composite research estimate of automation exposure across the occupation — not a prediction about any individual job.

Automation risk breakdown

Composite impact score37/100
Risk band (OECD)Medium
Oxford (Frey & Osborne) score65/100
IFR deployment score1/10
TimelineMid Term
Impact typePartial Displacement
SectorCreative
Median annual salary (US)$57,090 (BLS OES 2024)
Current global employment810,000
O*NET code27-3091.00
Robots tracked for this role1

How this score is calculated

The composite Robot Impact Score weights O*NET task data (35%), IFR robot deployment figures (30%), Oxford and OECD academic risk estimates (20%), and robot density for the role (15%). Scores describe occupation-level exposure and are estimates, not forecasts.