Role Trends

AfterQuery: Operations postings

Operations postings that were up between 2026-07-21 and 2026-10-18.

Early data: 10 days so far. These numbers firm up after 28 days.

Role families: Operations · Data and AI · Software engineering · Other roles · Product and program · Finance and legal · Marketing · People and recruiting · Sales

Data

AfterQuery
afterquery.com
Data in this window1 days of data, short history
Postings in this role family13

Skills asked for

AfterQuery
afterquery.com
AI tools46% 6 of 13, small sample
Claude Code46% 6 of 13, small sample
Python46% 6 of 13, small sample
AI38% 5 of 13, small sample
Coding31% 4 of 13, small sample
Scripting31% 4 of 13, small sample
Client management23% 3 of 13, small sample
Research23% 3 of 13, small sample
working with data23% 3 of 13, small sample
AI training-data15% 2 of 13, small sample
Biology15% 2 of 13, small sample
Chemistry15% 2 of 13, small sample
Consulting15% 2 of 13, small sample
Dataset specifications15% 2 of 13, small sample
Operations15% 2 of 13, small sample
Postings read for skills13 0 waiting, 0 without text

Share of postings that ask for each skill. We read skills from the posting text and keep only the skill names.

Posted pay

AfterQuery
afterquery.com
Postings that list pay100% n = 13, small sample
Low end of the range, USD a year$150k middle half $150k to $150k n = 13, small sample
High end of the range, USD a year$225k middle half $225k to $230k n = 13, small sample
Pay in another currency or per hour0

Levels

AfterQuery
afterquery.com
Intern0% n = 13, small sample
Individual contributor31% n = 13, small sample
Senior69% n = 13, small sample
Staff and above0% n = 13, small sample
Manager0% n = 13, small sample
Director and above0% n = 13, small sample

Levels and teams come from job titles and board departments.

Teams

AfterQuery

  1. Operations 9
  2. Internal Ops 3
  3. Growth 1
n = 13

Growth

AfterQuery
afterquery.com
Open postings, first day13 2026-10-18
Open postings, last day13 2026-10-18
Change in open postingsNo data
New postings in this window0
New postings per week

Days open and reposts

AfterQuery
afterquery.com
Days open before the posting came downNo data
Reposts among new postingsNo data

Days open run from the first day the board or we saw the posting to the last day it was up. A posting that comes down is not proof of a hire. A repost is a new posting with the same title, location and text as one that was up in the 30 days before.

Numbers from fewer than 5 postings are hidden. Numbers from fewer than 20 are marked small sample. Pay ranges are what the posting lists.

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