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Insights/Job Market

Three findings from 244,504 active job postings

These come from the job postings Seeker tracks, not the whole job market, and they describe what employers advertise rather than what people earn. Every chart shows its sample size, and each number links to how it was produced.

244,504 active postings · 32.5% list a salary · snapshot July 27, 2026

Entry level

Most junior jobs ask for two years

Median years of experience requested at each Seeker level, counting only postings that give a number.

Based on 102,772 postings that state a number.

Level 1
2 yrs
13,918
Level 2
3 yrs
10,554
Level 3
5 yrs
45,161
Level 4
8 yrs
17,094
Level 5
10 yrs
4,680
Level 6
10 yrs
7,003
Level 7
20 yrs
4,801

Of the Level 1 postings that give a number, 64 percent ask for two years or more. In design and marketing, about eight in ten do.

How this number was produced
Analysis
jobs.experience_by_level
Version
v1
Snapshot
2026-07-27
Sample size
102,772 postings
Filters
active postings that state a number for required years (42 percent of postings)
Method
Median of the required years stated in each posting, grouped by Seeker level. Only postings that give a number are counted, so this shows what postings ask for, not an average over every listing. No salary or currency is involved.
Review status
approved-for-publication
Reviewed
2026-07-27
Pay by level (US)

Pay climbs most from Level 3 to Level 4

Median advertised pay by Seeker level, for US postings that list a salary. The bar is the middle half of the range (25th to 75th percentile). The line marks the median, shown in dollars on the right.

Based on 56,110 US postings that list a salary.

Level 0
entry
$67k
110*
Level 1
2 yrs typical
$82k
5,222
Level 2
3 yrs typical
$107k
8,879
Level 3
5 yrs typical
$137k
24,274
Level 4
8 yrs typical
$184k
6,715
Level 5
10 yrs typical
$159k
3,107
Level 6
10 yrs typical
$195k
5,473
Level 7
20+ yrs
$185k
2,320
$0$130k$260k
median
count

The biggest step is from Level 3 to Level 4, about $47k. Above Level 4 the median stops rising in a straight line. That is because the higher levels are a mix of senior individual-contributor and management roles, not one track. Level 5 leans toward individual contributors and Level 6 toward management.

* Level 0 has only 110 salaried postings, so read it with care.

How this number was produced
Analysis
jobs.us_salary_by_level
Version
v1
Snapshot
2026-07-27
Sample size
56,110 US postings
Filters
active US postings that list a salary; salary midpoint between 20k and 800k
Method
Median advertised pay by Seeker level, US postings only so the figures are in US dollars. Currency is not standardized outside the US, so non-US postings are left out of the dollar figures. These are separate postings, not one person's raises. The higher levels mix individual-contributor and management roles, so the labels stay neutral.
Review status
approved-for-publication
Reviewed
2026-07-27
Remote pay

The remote pay gap depends on what you compare

The same postings point in opposite directions once you control for experience and for where the job was posted.

Based on 72,965 salaried postings.

Compared directlyremote pays about 10 percent more
Within the same stated experienceremote pays about 14 percent less
Within the same job boardthe gap is close to zero

About 77 percent of the remote postings come from one job board, so remote status and job source are hard to tell apart here. This data cannot give a single reliable number for remote pay.

How this number was produced
Analysis
jobs.remote_pay_controls
Version
v1
Snapshot
2026-07-27
Sample size
72,965 postings
Filters
active salaried postings; compared raw, then within the same stated experience, then within the same job source
Method
Median advertised pay for remote versus onsite, then the same comparison holding stated experience constant, then holding the job source constant. Seeker level was not part of the final comparison. About 77 percent of remote postings come from one aggregator, so remote and job source are hard to separate in this data.
Review status
approved-for-publication
Reviewed
2026-07-27

Methodology and limits

Source
244,504 active public postings in the Seeker corpus. This is what Seeker tracks, not the whole job market.
Salary coverage
32.5 percent of postings list a salary, and only those appear in the pay figures.
Currency
Not standardized. Dollar figures cover US postings only. Other regions are left out of the pay charts.
Levels
Seeker sets a level from the title and requirements. The higher levels mix individual-contributor and management roles, so the labels are just Level 0 to 7.
Remote
Means the posting is marked remote. As shown above, the pay effect depends on the job source, so no single figure is claimed.
Advertised, not earned
All pay figures are what postings advertise, not salaries people receive.
How it is produced
The page reads a frozen, reviewed snapshot, not a live query. The snapshot date is a fixed analysis. Each finding keeps a record you can open under its chart.
Known limits
Postings can be repeated, out of date, or incomplete. Active listings only. Small samples are flagged.

Still working on

Skill-level results are not here yet. The skill list still mixes real requirements with boilerplate, and the same skill goes by different names, so those numbers are being cleaned up before they go out.