SkillTrendLab
Roles

Choose your target role

A role family is assigned from the job title: one family holds many titles and kinds of work, so it is not one specific job. Each card shows this edition's sample and the three skills its postings mention most. A larger role is not a better career choice.

11
roles tracked
8
roles with a page
3,523
core AI postings
Roles with a narrower speciality
Broad category

AI Engineer

Engineering and developer titles carrying an AI term without a narrower speciality.

1,741postings

Titles without a narrower speciality land here: 49.4% of this edition's core AI postings. It mixes many kinds of work and should not be read as one uniform job.

Most mentioned (of the role's postings)
See the skill map →

Roles without a page

These roles have a sample below the page threshold, or collect titles that fit no other role, so this edition shows their posting counts and no skill map.

  • AI Researcher60 postings
  • MLOps / Platform Engineer38 postings
  • Other AI Roles271 postings
The data on this page
Data as of
September 11, 2026
Core AI postings this edition
3,523
Method version
2026.09.1