Trending Skills

Skill demand across 201 technologies tracked at 364+ companies

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Skills Tracked 201 Total Mentions 519,616

Top Skill Python 324 companies

Categories 10

Emerging 10 3–15 company adoption

Velocity Leaderboard

Biggest Gainers

Largest week-over-week increase in job mentions

1 ONNX 161 +19.3% 2 Ollama 15 +15.4% 3 NATS 28 +7.7% 4 Weights & Biases 43 +4.9% 5 Android 1,196 +4.1% 6 OpenStack 267 +3.1% 7 Dagster 107 +2.9% 8 vLLM 356 +2.3% 9 Elixir 48 +2.1% 10 Triton Inference Server 54 +1.9%

Biggest Decliners

Largest week-over-week decrease in job mentions

1 Crossplane 46 -9.8% 2 R 2,017 -7.4% 3 ServiceNow 1,804 -4.8% 4 ITIL 1,225 -4.1% 5 CloudFormation 693 -3.5% 6 PagerDuty 136 -3.5% 7 Rails 341 -3.4% 8 Vue 485 -3.2% 9 Flask 180 -3.2% 10 Cypress 189 -3.1%

Most In-Demand

23,449
mentions

4.5%
of all mentions

18,369
mentions

3.5%
of all mentions

3 Cloud Computing -0.7%

17,977
mentions

3.5%
of all mentions

4 Machine Learning +0.2%

16,201
mentions

3.1%
of all mentions

5 Data Analytics -0.4%

15,836
mentions

3.0%
of all mentions

Full Leaderboard

Skills Ranked by Mentions

Python

23,449 mentions

AWS

18,369 mentions

Cloud Computing

17,977 mentions

Machine Learning

16,201 mentions

Data Analytics

15,836 mentions

Security

14,219 mentions

LLMs

13,343 mentions

API Development

11,796 mentions

Performance Optimization

11,233 mentions

Agile

11,194 mentions

SQL

10,560 mentions

Networking

10,104 mentions

SaaS

10,040 mentions

Testing

9,476 mentions

Linux

8,939 mentions

Java

8,792 mentions

Distributed Systems

8,231 mentions

CI/CD

8,198 mentions

AI Agents

8,043 mentions

Automation

7,857 mentions

Skill Categories

Concepts

21 skills, 144,041 mentions

Languages

22 skills, 77,933 mentions

Cloud & Infra

24 skills, 56,065 mentions

ML & AI

30 skills, 51,443 mentions

Tools

26 skills, 42,775 mentions

Methodology

6 skills, 37,963 mentions

Security

15 skills, 37,871 mentions

Architecture

6 skills, 30,977 mentions

Databases

27 skills, 23,236 mentions

Frameworks

24 skills, 17,312 mentions

Skills by Industry

E-Commerce/Cloud

AWS Cloud Computing Networking Machine Learning

Python Embedded Systems Testing C

Agile LLMs Data Analytics Performance Optimization

GCP Python Machine Learning System Design

Security Networking Cloud Computing SaaS

Hardware/Software

Python Machine Learning LLMs C

Defense/Aerospace

Security Agile Python Testing

Computer Vision Python Testing Data Analytics

OpenAI Machine Learning Python LLMs

SQL Python API Development SaaS

Browse by Category

21 Concepts 144,041 mentions ▾

Cloud Computing314 Machine Learning307 Data Analytics316 API Development328 Networking234 SaaS311 Linux243 Data Structures236 Observability307 Backend Development307 Embedded Systems100 ETL296 Full Stack259 Frontend Development266 A/B Testing269 Data Modeling244 Data Visualization206 Mobile Development147 Design Systems181 Accessibility98 +1 more

22 Languages 77,933 mentions ▾

Python324 SQL309 Java254 C188 JavaScript255 TypeScript255 HTML/CSS199 C#140 Bash209 R153 Rust158 Go170 Ruby122 Scala100 Swift115 CUDA78 Kotlin111 C++71 PHP57 Lua21 +2 more

24 Cloud & Infra 56,065 mentions ▾

AWS312 GCP285 Azure273 Kubernetes293 Docker273 Terraform272 Serverless154 Ansible156 EC289 CloudFormation118 EKS131 Helm128 ECS77 ArgoCD110 Istio97 Pulumi77 OpenStack38 S323 AWS CDK20 Crossplane16 +4 more

30 ML & AI 51,443 mentions ▾

LLMs313 AI Agents291 Deep Learning154 Computer Vision106 PyTorch171 NLP132 RAG200 OpenAI153 Prompt Engineering188 TensorFlow149 MLOps154 Reinforcement Learning104 MLflow75 Vertex AI56 LangChain137 Feature Engineering117 Ray95 pandas101 scikit-learn99 SageMaker67 +10 more

26 Tools 42,775 mentions ▾

CI/CD305 Git298 Salesforce274 Tableau222 Power BI158 Jira232 ServiceNow129 Grafana183 Prometheus176 Confluence146 Datadog151 VMware77 Figma162 Splunk117 Looker156 Okta136 CrowdStrike48 Zscaler29 Postman71 Selenium55 +6 more

6 Methodology 37,963 mentions ▾

Agile274 Testing271 Automation308 DevOps282 Configuration Management163 ITIL126

15 Security 37,871 mentions ▾

Security289 Compliance282 Incident Response276 Disaster Recovery162 IAM241 Encryption186 OAuth208 Zero Trust114 SIEM150 Patch Management108 Vulnerability Management156 Wiz4 JWT50 Snyk18 Lacework5

6 Architecture 30,977 mentions ▾

Performance Optimization320 Distributed Systems293 System Design260 Microservices205 Infrastructure as Code239 Event-Driven Architecture109

27 Databases 23,236 mentions ▾

Spark194 Snowflake200 Kafka214 Databricks135 PostgreSQL214 Airflow179 MySQL168 MongoDB110 Hadoop102 Delta Lake54 Elasticsearch136 DynamoDB89 Redshift92 Redis138 dbt157 BigQuery133 Vector Database111 Flink94 Cassandra68 Fivetran49 +7 more

24 Frameworks 17,312 mentions ▾

React273 REST APIs212 Express101 iOS149 Spring103 Node.js175 Android137 Angular114 GraphQL121 gRPC117 Vue101 Rails90 Next.js76 FastAPI66 Django49 Flask49 React Native44 Redux55 Flutter23 Svelte20 +4 more

Company Skill Adoption

Broadest Skill Portfolios

Companies requiring the most diverse skill sets

1 Accenture 20 skills 2 Amazon 20 skills 3 Apple 20 skills 4 Raytheon (RTX) 20 skills 5 Google 20 skills 6 Micron 20 skills 7 IBM 20 skills 8 Schneider Electric 20 skills 9 Nvidia 20 skills 10 Anduril 20 skills 11 Applied Materials 20 skills 12 SpaceX 20 skills 13 BAE Systems 20 skills 14 HPE 20 skills 15 AMD 20 skills

Emerging Skills

Skills on the Rise

Technologies adopted by 3–15 companies — early-stage demand signals

Wiz4 cos dlt5 cos Triton Inference Server15 cos Haskell7 cos NATS13 cos FluxCD11 cos Ollama7 cos Temporal4 cos Lacework5 cos Deno3 cos

519,616 mentions across 201 technologies · Updated daily

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