🕸️ Tech Graph

Tech Graph — what companies hire for together

Every edge is a relationship computed from real job posts. Drag the nodes, zoom with the wheel, click through to live jobs.

What is hired for together

Two technologies are linked when they co-occur in the same posts far more often than their size alone would predict. Colours are communities computed from the network itself — frontend, DevOps, data and mobile separate on their own.

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Table view — the strongest pairs

#1	#2	shared posts
AWS	Azure	3 950
AWS	GCP	3 889
Python	AWS	3 584
AWS	Kubernetes	3 313
Python	AI/ML	3 296
Python	SQL	3 270
Azure	GCP	3 255
Docker	Kubernetes	2 821
Python	GCP	2 739
Python	Java	2 375
GCP	Kubernetes	2 292
Azure	Kubernetes	2 242
Python	Linux	2 152
AWS	Docker	2 100
Kubernetes	Terraform	1 954
AWS	Terraform	1 902
Python	data science	1 858
TypeScript	React	1 718
GCP	Docker	1 647
Azure	Docker	1 562

What each company builds on

The most active companies and the core of their stack — the six strongest technologies per company. Click a company for all their jobs, a technology for the live list.

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company technology

Browse by technology

Python 11 857 AWS 6 938 SQL 5 811 Kubernetes 5 804 AI/ML 5 645 Azure 5 581 GCP 5 060 Java 5 011 Linux 4 067 Docker 3 975 TypeScript 3 297 Terraform 3 069 data science 2 992 JavaScript 2 963 React 2 926 Git 2 827 GitHub 2 330 Spark 2 112 C# 1 891 android 1 822 ios 1 751 PostgreSQL 1 667 jira 1 621 SAP 1 581 Kafka 1 514 Go 1 483 GitLab 1 372 Grafana 1 330 Salesforce 1 304 Rust 1 268 Kotlin 1 231 Node.js 1 206 Ansible 1 175 html 1 164 Jenkins 1 096 Angular 1 089 PyTorch 1 064 Prometheus 1 022 CSS 1 010 Power BI 958 MySQL 907 Oracle 870 Spring 848 UI/UX 824 Airflow 792 Confluence 778 SQL Server 741 Scala 737 Tableau 703 MongoDB 698 Vue 688 TensorFlow 680 Redis 671 swift 614 Ruby 606 PHP 590 graphql 584 Helm 579 LangChain 562 elasticsearch 485