Skip to content
Aptenda

The market, live

Data & IA

Today's reading. A posting seen on several boards counts once, and postings that vanished no longer count. That is why this differs from job board counters.

299open roles
110this week+116 % vs last week
23 %fully remote
11 jmedian age

[ pay ]

What postings advertise

Observed median: 233,000 USD a year, 191,000 to 305,000 for the middle half. From 70 postings that publish a range.

Only 23% of postings here show pay. Treat this as a negotiating anchor, not a market truth: postings that publish a range are not the same as those that stay silent.

[ in demand ]

The most requested skills

Hard skills only: “team player” appears in nine postings out of ten and helps nobody decide what to learn.

SkillShare of postings
Machine learning40 %
Python21 %
A/B testing19 %
SQL17 %
Snowflake16 %
Observabilité13 %
NLP13 %
Anglais9 %
Deep learning9 %
Spark7 %
ETL7 %
dbt7 %
AWS6 %
Azure5 %

[ where ]

Where these roles are open

CityOpen roles
New York City28see
Paris26see
London21see
San Francisco9see
Dublin9see
Berlin9see
Toronto6see
Singapore4see
Stuttgart3see
Edinburgh3see
Seattle2see
Hamburg2see
Sydney1see
Stockholm1see

Who hires most here

Airbnb (40), Stripe (35), spotify (25), Doctolib (17), Fin (14), Datadog (13), Jobicy (12), Figma (6)

Which of these are worth your time?

Find out in three minutes