Insights

Trends and market signals from HN job data

Trends

Technology Trends
Python
TypeScript
React
PostgreSQL
AWS
Go
Kubernetes
Rust
Language Trends
Role Trends
Software Engineer
Full Stack Engineer
Senior Software Engineer
Other
Backend Engineer
ML Engineer
DevOps / SRE
AI Engineer

Tech Stack Archetypes

Python / TypeScript / React
53.8% of jobs (98 jobs)
PythonTypeScriptReactPostgreSQLAWS
Top roles: Software Engineer, Full Stack Engineer, Senior Software Engineer
🌐 47% remote💰 41% salary🤖 70% AI/ML
Go / Kubernetes / Rust
12.1% of jobs (22 jobs)
GoKubernetesRust
Top roles: Software Engineer, Senior Software Engineer, Full Stack Engineer
🌐 55% remote💰 27% salary🤖 36% AI/ML
GCP / Azure / PyTorch
3.8% of jobs (7 jobs)
GCPAzurePyTorch
Top roles: ML Engineer, DevOps / SRE, Other
🌐 43% remote💰 14% salary🤖 86% AI/ML
Android / Java / Kotlin
3.8% of jobs (7 jobs)
AndroidJavaKotlin
Top roles: Software Engineer, Senior Software Engineer, Backend Engineer
🌐 43% remote💰 29% salary🤖 43% AI/ML
Node.js / Next.js
3.3% of jobs (6 jobs)
Node.jsNext.js
Top roles: Full Stack Engineer, Senior Software Engineer, Software Engineer
🌐 50% remote💰 50% salary🤖 67% AI/ML
Terraform / Docker
2.7% of jobs (5 jobs)
TerraformDocker
Top roles: Backend Engineer, ML Engineer, Senior Software Engineer
🌐 80% remote💰 20% salary🤖 40% AI/ML
JavaScript / Laravel / PHP
2.2% of jobs (4 jobs)
JavaScriptLaravelPHP
Top roles: Software Engineer, Senior Software Engineer, Full Stack Engineer
🌐 50% remote💰 0% salary🤖 75% AI/ML
React Native / iOS
1.6% of jobs (3 jobs)
React NativeiOS
Top roles: Other, Full Stack Engineer, Software Engineer
🌐 33% remote💰 0% salary🤖 67% AI/ML
Ruby / Rails
1.6% of jobs (3 jobs)
RubyRails
Top roles: Full Stack Engineer, Senior Software Engineer
🌐 33% remote💰 67% salary🤖 67% AI/ML
OpenAI API / LangChain
1.1% of jobs (2 jobs)
OpenAI APILangChain
Top roles: AI Engineer, Senior Software Engineer
🌐 50% remote💰 50% salary🤖 100% AI/ML

Momentum

Rising
Technologies with positive growth trajectory
Spark
+93.8%/mo
Cassandra
+67.2%/mo
Dart
+28.6%/mo
Spring
+26.7%/mo
Linux
+24.0%/mo
gRPC
+21.2%/mo
C
+20.3%/mo
Express
+20.3%/mo
Declining
Technologies losing share over time
eBPF
-60.0%/mo
SQS
-19.3%/mo
C++
-10.4%/mo
Node.js
-10.1%/mo
Git
-9.7%/mo
LangChain
-9.4%/mo
CSS
-9.1%/mo
Redis
-8.9%/mo
Stable
C#PyTorchRustPythonJavaDjangoMySQLGoTerraformRubyS3Pub/SubJavaScriptMongoDBPostgreSQLiOSSQLiteAWSDockerSwiftElixirReact

Top Technology Pairs

React+TypeScript
504 jobs49.1%
Python+TypeScript
406 jobs31.5%
PostgreSQL+TypeScript
355 jobs34.0%
Python+React
352 jobs27.4%
PostgreSQL+React
338 jobs33.6%
AWS+Python
309 jobs27.2%
PostgreSQL+Python
296 jobs24.4%
AWS+TypeScript
277 jobs26.2%
AWS+React
262 jobs25.7%
AWS+PostgreSQL
258 jobs28.9%
Node.js+React
214 jobs26.4%
Node.js+TypeScript
208 jobs23.9%
Greedy complete-linkage Jaccard clustering for tech archetypesLinear regression slope for momentum scoring