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November Highlights

It's been two and a half years since the last update, so this one covers a lot of ground. As of November 14, November's thread has 244 job postings, down 37% from 387 at the same point last year. Every thread since July has landed between 224 and 255 postings, and August's 224 was the fewest since January 2014. So far 2026 averages 287 postings a month, the lowest yearly average since 2013.

At the same time, AI is now mentioned in more than half of all postings (51.6%), up from 30% two years ago.

AI is in half of all postings

AI appears in 51.6% of November's postings, second only to Remote. It crossed 50% for the first time in June 2026. Two years ago it was 30%.

The work itself is shifting toward agents. AI agents (including "agentic") appear in 14.8% of postings, ahead of LLMs at 10.7%. MCP barely existed a year ago (0.3%) and is now in 4.5% of postings, the biggest climb in this month's rankings. Meanwhile, the older machine learning label slipped from 14.8% to 11.5%.

Compare AI, AI Agents, LLM, and Machine Learning

Top 10 Programming Languages

Python (22.1%) and TypeScript (17.6%) still lead, though TypeScript is down from 22.5% a year ago. Rust has climbed to #3, appearing in 8.2% of postings, up from 4.9%, and has been ahead of Go in four of the last five months. C++ and Java are up too, but on small numbers (14 and 11 postings).

  1. Python
  2. TypeScript
  3. Rust
  4. Go
  5. C++
  6. Java
  7. JavaScript
  8. Ruby
  9. C
  10. Kotlin, Scala, Swift and Elixir (tied, 2 postings each)

Compare the top 10 programming languages

Front-end roles keep shrinking

Figures in this section are three-month averages, which smooth out month-to-month swings, so they differ a little from the November-only numbers in the chart and tables. Front End has had the steepest fall of any role label: from 27% of postings in early 2022 to 6.6% now, and from 15.6% a year ago. Full Stack (26.2% to 20.1%) and Back End (23.6% to 18.8%) also dropped over the past year, most of it in the last few months.

Seniority mix has been steadier. Senior has stayed around 30% for years, Staff has roughly quadrupled since 2019 to about 12%, and Junior remains rare at around 3%.

Compare Full Stack, Back End, and Front End

Remote, Onsite, and Hybrid

Work arrangements have barely moved. Remote is in 55.7% of postings, Onsite 26.2%, and Hybrid 17.2%, all within two points of last November.

Compare Remote, Onsite, and Hybrid

Changes to the data

New terms this month: AI Agents, LLM, MCP, RAG, LangChain, Anthropic, pgvector, Vector Database, Bun and Deno. Every thread back to 2011 is re-analyzed on each run, so their full history is included.

I also fixed a bug where a few terms with alternate spellings didn't count their own name (for example, "Next.js" was only counted when written "NextJS"). Next.js, NestJS, WebAssembly, Front End and Back End are higher across all months than in earlier posts. The December 2011 thread, which has a single posting, is no longer included.

Rankings and movers

Tech Rank Last Month Change Last Year Change
Remote 1 1 0 1 0
AI 2 2 0 2 0
Senior 3 3 0 3 0
Onsite 4 4 0 5 +1
Python 5 5 0 8 +3
Full Stack 6 6 0 4 -2
Back End 7 10 +3 6 -1
TypeScript 8 9 +1 7 -1
Hybrid 9 8 -1 10 +1
React 10 7 -3 9 -1
Cloud 11 19 +8 19 +8
Security 12 13 +1 17 +5
AI Agents 13 11 -2 15 +2
Postgresql 14 12 -2 11 -3
AWS 15 15 0 13 -2
Machine Learning 16 14 -2 12 -4
GitHub 17 16 -1 21 +4
LLM 18 17 -1 18 0
Open Source 19 24 +5 22 +3
Staff 20 18 -2 14 -6
Tech Mentions Rank Last Year Mentions Last Year Rank Change
MCP 11 36 1 122 +86
Data Science 13 31 4 88 +57
Spring 5 55 3 97 +42
Git 6 51 3 89 +38
Redis 7 47 4 80 +33
C++ 14 29 8 54 +25
PyTorch 9 39 6 62 +23
Fintech 10 38 6 61 +23
Junior 11 35 7 58 +23
REST 8 44 6 66 +22
Tech Mentions Rank Last Year Mentions Last Year Rank Change
.NET 5 58 11 38 -20
SQL 6 50 13 34 -16
GraphQL 7 48 13 33 -15
Distributed Systems 8 42 19 28 -14
Rails 6 49 13 35 -14
iOS 6 54 11 40 -14
JavaScript 6 53 11 41 -12
Computer Vision 5 59 9 48 -11
Terraform 11 34 21 26 -8
Azure 5 57 9 50 -7
Explore the data in the interactive comparison chart above to discover trends for technologies that interest you.