Jobs/Data/Research

The skills AI training work asks for

The skills asked for most are data annotation, audio transcription and response evaluation. 95% of open roles name at least one skill, and postings word the same skill in many ways.

Every role re‑checked hourly Last updated 27 October 2026

95%of roles name a skill
439ask for data annotation

Top skills

Skills as postings name them, programming languages and English left out. A role naming several counts under each.

SkillOpen rolesShareMedian pay
Data annotation4398%$30
Audio transcription2394%$25
Response evaluation2384%$40
Rubric design2384%$90
PowerPoint1663%$80
Voice recording1603%$30
Rubric-based evaluation1422%$80
Voice acting1412%$55
Prompt writing1392%$40
Technical writing1362%$55
Code review1242%$75
Error documentation1242%$35
Localization1242%$30
AI response evaluation1162%$18
Output evaluation1122%$35
AI Training1062%$30
Online research1052%$14
Quality assurance1042%$30
Debugging982%$65
LLM Evaluation952%–
Rubric writing902%$85
Trainer Feedback872%–
Translation Quality Review851%–
Transcription841%$11
Content evaluation801%–
Linguistic annotation771%$35
Localization QA771%–
Clinical reasoning731%$110
Translation721%$30
Audio annotation691%$20

Median pay is the middle hourly rate among the roles in that row that state one, in US dollars; each distinct rate on a platform counts once, and "up to" ceilings, per-task pay and paid studies are left out. A dash means fewer than five rates.

How we counted

Skills are the ones each posting names. Programming languages have their own article. Every figure is worked out from the open roles listed on aitrainers.jobs, re-checked hourly against each platform's own job board, and updates with them.

The skills AI training work asks for: common questions

What skills do I need for AI training work?

Most often data annotation, audio transcription, response evaluation and rubric design.