jobdata

Skill demand

Skill demand in job posts

How often skills, tools and technologies show up in job descriptions - with monthly trends, roles, countries, remote share and pay. Updated weekly from job posts sourced directly from company career sites.

View pricing Job data by role

Business software

Excel10.6% of posts
CRM2.8% of posts
SAP2.6% of posts
Workday2.5% of posts
ERP1.9% of posts
Salesforce1.6% of posts
Jira1.0% of posts
SharePoint0.7% of posts
ServiceNow0.5% of posts
Confluence0.4% of posts
HubSpot0.3% of posts
NetSuite0.2% of posts
Power Automate0.2% of posts
Google Analytics0.2% of posts
Zendesk0.1% of posts
QuickBooks0.1% of posts

Cloud, DevOps and infrastructure

AWS2.1% of posts
Azure2.0% of posts
DevOps1.5% of posts
Kubernetes1.1% of posts
Linux1.1% of posts
Docker0.9% of posts
Terraform0.7% of posts
Google Cloud0.4% of posts
Jenkins0.4% of posts
Ansible0.3% of posts
GitHub Actions0.3% of posts
Grafana0.3% of posts
Prometheus0.2% of posts
Datadog0.2% of posts
Site reliability engineering0.2% of posts
Helm0.1% of posts
Serverless0.1% of posts
OpenShift0.1% of posts

Data, analytics and AI

Power BI1.4% of posts
Machine learning1.2% of posts
Generative AI0.8% of posts
Apache Spark0.7% of posts
LLM0.7% of posts
Tableau0.7% of posts
Data visualization0.5% of posts
Databricks0.4% of posts
Data modeling0.4% of posts
Kafka0.4% of posts
Snowflake0.4% of posts
Prompt engineering0.3% of posts
Large language models0.3% of posts
PyTorch0.2% of posts
Computer vision0.2% of posts
Airflow0.2% of posts
MLOps0.2% of posts
Deep learning0.2% of posts
dbt0.2% of posts
BigQuery0.2% of posts
LangChain0.2% of posts
Looker0.2% of posts
TensorFlow0.2% of posts
Pandas0.1% of posts
Natural language processing0.1% of posts
Hadoop0.1% of posts
Redshift0.1% of posts
NumPy0.1% of posts
Vector database0.0% of posts

Databases

SQL2.7% of posts
PostgreSQL0.4% of posts
SQL Server0.4% of posts
NoSQL0.3% of posts
MySQL0.2% of posts
MongoDB0.2% of posts
Redis0.2% of posts
Elasticsearch0.1% of posts
DynamoDB0.1% of posts
Cassandra0.0% of posts

Design and engineering tools

AutoCAD0.7% of posts
MATLAB0.3% of posts
Figma0.3% of posts
Revit0.3% of posts
Photoshop0.2% of posts
SolidWorks0.2% of posts

Methods and certifications

Project management4.8% of posts
Agile3.6% of posts
CPR2.8% of posts
Product management1.1% of posts
ACLS0.9% of posts
PMP0.7% of posts
Six Sigma0.6% of posts
Scrum0.6% of posts
GAAP0.3% of posts
SEO0.3% of posts
Financial modeling0.3% of posts
Kanban0.2% of posts
IFRS0.2% of posts
Content marketing0.1% of posts

Programming languages and frameworks

Python3.7% of posts
Java1.3% of posts
React1.0% of posts
Rust0.9% of posts
JavaScript0.8% of posts
Microservices0.6% of posts
TypeScript0.6% of posts
Angular0.3% of posts
Spring Boot0.3% of posts
Vue0.2% of posts
GraphQL0.1% of posts
PHP0.1% of posts
Perl0.1% of posts
Scala0.1% of posts
Kotlin0.1% of posts
Ruby0.1% of posts
FastAPI0.1% of posts
Golang0.1% of posts
Django0.1% of posts
Flask0.1% of posts
Flutter0.0% of posts
Ruby on Rails0.0% of posts
Laravel0.0% of posts
Elixir0.0% of posts

Security and compliance

Cybersecurity1.4% of posts
Incident response0.7% of posts
CISSP0.3% of posts
ISO 270010.2% of posts
Identity and access management0.2% of posts
Zero trust0.2% of posts
SIEM0.2% of posts
Threat intelligence0.1% of posts
SOC 20.1% of posts
Penetration testing0.1% of posts

Share of all job posts in the last 90 days whose description mentions the skill.

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