Compendium Edition
All-Time Record
Apr 2014 → Mar 2026

A decade
of hiring.

Every Who's Hiring thread on Hacker News, parsed and counted - from the launch of the index in October 2015 through the latest publication. The longest continuously-measured record of technology hiring on the open web.

Total Postings · All TimeLIVElast sync Apr 30
204,804
jobs · across 144 monthly threads · 13 calendar years
Peak Month
2,528
JUN 2021
Trough
575
JAN 2025
Mean / Mo
1,422
σ ± 568
Threads Indexed
144monthly
Countries Seen
52iso
Skills Tracked
353distinct
Comp Samples
18,611parsed
Peak Year
202127,782
§ 01Decade in Motion

Three eras, one curve.

Monthly job-posting volume across the full 144-month record. Eras reflect macro hiring conditions - not editorial choices.

Postings12-mo trailing avgn = 144 months
Pre-PandemicBoomCorrection2,5282,0401,5521,063575201520162017201820192020202120222023202420252026PEAK - JUN 20212,528 jobsTROUGH - JAN 2025 - 575
Era I · Pre-Pandemic2014 → 2019
109,405jobs · 69 mo

Steady seasonal cadence; January troughs and mid-year highs. Median month 1,662.

Era II · Boom2020 → 2022
66,839jobs · 36 mo

ZIRP-fueled hiring blitz. Volume cleared 2,500/mo for the first and only time. Records: many.

Era III · Correction2023 → Mar 2026
28,560jobs · 39 mo

Layoff cycle, AI consolidation, slow re-acceleration. Volume now sits ~72% below the 2021 peak.

§ 02Year by Year

2021 stands alone. Everything else lives in its shadow.

Annual totals. Hatched columns mark partial years (the index began Oct 2015; 2026 is in progress).

8,014
'14
16,790
'15
18,420
'16
21,217
'17
23,387
'18
21,577
'19
18,004
'20
27,782
PEAK
'21
21,053
'22
9,301
'23
8,067
'24
9,030
'25
2,162
'26
Best Year
202127,782
Worst Full Year
20248,067
Largest YoY Drop
2023-55.8%
Largest YoY Gain
2021+54.3%
§ 03Seasonality

February is reliably the year's peak.

Averaged across all 13 calendar years, the month-of-year shape is unmistakable: a deep January trough, a shoulder rise into spring, the summer bulge, and a long quiet November-December.

1,5261,4791,4221,179MEAN 1,422JANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDEC
One cell for every month, ever.

Each square is one Who's Hiring thread. Brighter cells held more jobs.

JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
DEC
YR Σ
'14
8,014
'15
16,790
'16
18,420
'17
21,217
'18
23,387
'19
21,577
'20
18,004
'21
27,782
'22
21,053
'23
9,301
'24
8,067
'25
9,030
'26
2,162
Intensity · jobs per month
5752,528
Hottest mo.
February
+7.3% vs. mean
Coldest mo.
January
-17.1% vs. mean
Quietest
December
-5.1% vs. mean
§ 04Skills · Lifetime Mentions

React & Python - the decade's two anchors.

Cumulative mentions across 204,804 postings. Counted once per post; many posts list multiple skills.

Most-Mentioned SkillRANK #01

React

8,752lifetime mentions
appears in 4.3% of all postings · first seen Apr 2014
Mentions per month · 2014 → 2026
2014peak: 139 (Jun 2021)2026
All-Time Leaderboard · Top 10
01
React↓ fading
8,752
02
Python↓ fading
8,652
03
JavaScript↑ rising
7,310
04
Amazon Web Services (AWS)→ flat
6,651
05
PostgreSQL→ flat
5,607
06
Node.Js↓ fading
5,025
07
TypeScript↓ fading
4,198
08
Go↓ fading
4,173
09
Ruby On Rails↑ rising
3,899
10
Java↓ fading
3,461
§ 05Two AI Waves

First ML tooling. Then GenAI.

The live AI/ML bucket shows two distinct waves: an earlier ML tooling rise, then a sharper GenAI acceleration after Nov 2022. The line uses a six-month average so the shape is legible without inventing data.

AI / ML mentions per month
Two waves in the same bucket.
AI / ML bucket
LONG ML BASELINE403020100'15'16'17'18'19'20'21'22'23'24'25'26CHATGPT · NOV 2022ML TOOLING WAVEOct 2017 · 24 / moGENAI ACCELERATIONMar 2026 · 37 / moAI / ML bucket 37
ML Baseline
13 / mo
Average AI/ML bucket mentions before Nov 2022.
GenAI Liftoff
Nov 2022 Mar 2026
11 64 monthly mentions
Velocity
5.0×vs. React

Post-ChatGPT growth: AI / ML bucket 5.4×, React 1.1×.

All-Time Footprint
2,102lifetime mentions
1.0% of all postings mention an AI / ML bucket term.
§ 06Compensation Atlas

The middle held. The top stretched away.

Of the 18,611 postings that disclosed compensation, the all-time monthly median sits at $150k. The latest P75 marker is $230k, showing how the upper band has moved against the middle.

Total Compensation · USD / yr
P25 → Median → P75 ribbon
P25-P75MedianP10 / P90
$550k$413k$275k$138k$0k'14'15'16'17'18'19'20'21'22'23'24'25'26$200k
Lifetime median
$150kmonthly median
Median 2014 → 2026
$200k → $200k0.0%
P75 2014 → 2026
$401k → $230k-42.6%
Disclosure rate
9.1%of postings
By seniority · last 12 mo.
The staircase
Junior$165k
Mid$188k
Senior$192k
Staff$181k
Principal$233k
Lead$175k
Unknown$172k

Unknown to Junior spans 0 dollars in the latest 12-month average.

By function · last 12 mo.
Where the money is
Executive$205k
Data ml$196k
Marketing$188k
Engineering$187k
Product$179k
Finance accounting$179k
Sales$170k
Design$167k

Executive leads the function breakdown in the latest 12-month compensation series.

By location · last 12 mo.
The geography of pay
Onsite$185k
Hybrid$193k
Remote (regional)$189k
Remote (global)$139k
Remote-Unspecified$182k
Unspecified$204k

Onsite is the highest location/work-arrangement median in the latest 12-month series.

§ 07Roles · The Composition

Engineering swallowed it. Data is the only one growing.

The composition of postings by job function, drawn from the category time series through Mar 2026. 72.9% of all function tags land in engineering.

Job Function
72.9% engineering
204,804 function tags
0%25%50%75%100%Engineering72.9% · 149,229 jobsDATA ML · 9.7%DESIGN · 4.0%'14'15'16'17'18'19'20'21'22'23'24'25'26CHATGPT
All-time function totals
Engineering149,229
Data ml19,784
Design8,237
Product7,290
Other5,728
Marketing4,831
Sales3,211
Seniority · last 12 mo.
Senior · Mid · Staff · Junior · Principal · Lead
Senior62,937 · 30.7%
Mid2,180 · 1.1%
Staff7,683 · 3.8%
Junior7,506 · 3.7%
Principal6,475 · 3.2%
Lead5,309 · 2.6%
Intern3,179 · 1.6%

53.5% of postings carry no explicit seniority signal. Levels are non-exclusive.

Senior share · over time
30%0%30%57%'15'16'17'18'19'20'21'22'23'24'25'26

Among postings that name a level, the senior share tracks how much of the market is explicitly asking for experienced hires.

§ 08Then & Now · A Spec Sheet

Oct '15 next to Mar '26.

The first issue and the latest issue of the index, set side by side as a single page of the ledger. What survived. What disappeared. What the median posting asked for then, and asks for now.

Oct '15
No. 001 · 1,394 jobs
Mar '26
No. 126 · 717 jobs
Total jobs
1,394
717-48.6%
No. 1 skill
JavaScript 85 mentions
React 51 mentions
Top 3
JavaScript · Python · Ruby On Rails
React · TypeScript · PostgreSQL
Median TC
$250k
$200k-20.0%
Remote share
5.9%
28.3%+22.4 pts
Hybrid share
3.4%
27.5%+24.1 pts
Sponsors visa
1.6%
3.5%+1.8 pts
US share
74.0%
58.6%-15.5 pts
Largest region
US
US still
Eng. share
75.7%
68.8%-6.9 pts
Senior · named
65.8%
57.1%-8.6 pts
Did not exist
Next.Js, Supabase, Google Cloud, GraphQL, Cursor, PyTorch, Rust, Vercel, Claude Code
9 of the latest top skills had no mentions in the first comparison month.
Quietly gone
Java, PHP, AngularJS, JQuery, MySQL, Angular, MongoDB, RabbitMQ
All under 5 mentions in the latest issue.

"The first thread asked for JavaScript and people who could ship. The latest asks for React, more seniority, and a smaller market to do it in."

Almanac No. XI
§ 09Records of the House

The extremes.