Trending Skills

Skill demand across 172 technologies tracked at 364+ companies

Compare skills head-to-head →
Skills Tracked 172 Total Mentions 316,845
Top Skill Python 302 companies
Categories 10
Emerging 59 3–15 company adoption
Velocity Leaderboard

Biggest Gainers

Largest week-over-week increase in job mentions

1 ETL 2,132 +100% 2 Azure 4,713 +3.2% 3 Docker 2,649 +3% 4 Automation 5,927 +2.7% 5 Security 11,632 +2.3% 6 Observability 3,176 +1.6% 7 Java 7,232 +1%

Biggest Decliners

Largest week-over-week decrease in job mentions

1 AI Agents 0 -100% 2 Backend Development 3,391 -6.7% 3 CI/CD 5,495 -3.6% 4 Linux 7,448 -2.5% 5 Performance Optimization 8,694 -2% 6 Kubernetes 4,617 -2% 7 Compliance 3,077 -1.8% 8 Salesforce 4,111 -1.6% 9 Agile 7,337 -1.6% 10 GCP 6,621 -1.6%
Most In-Demand
1 Python -0.8%
23,228
mentions
302
companies
7.3%
of all mentions
2 Cloud Computing -0.4%
15,657
mentions
206
companies
4.9%
of all mentions
3 AWS -0.9%
15,124
mentions
240
companies
4.8%
of all mentions
4 Machine Learning -0.6%
14,004
mentions
208
companies
4.4%
of all mentions
5 Data Analytics -0.8%
13,510
mentions
223
companies
4.3%
of all mentions
Full Leaderboard

Skills Ranked by Mentions

Python
23,228 mentions
Cloud Computing
15,657 mentions
AWS
15,124 mentions
Machine Learning
14,004 mentions
Data Analytics
13,510 mentions
Security
11,632 mentions
API Development
9,101 mentions
SQL
8,945 mentions
LLMs
8,934 mentions
SaaS
8,830 mentions
Performance Optimization
8,694 mentions
Networking
8,600 mentions
Distributed Systems
7,883 mentions
Testing
7,719 mentions
Linux
7,448 mentions
Agile
7,337 mentions
Java
7,232 mentions
GCP
6,621 mentions
C
6,462 mentions
Data Structures
6,027 mentions

Skill Categories

Concepts
21 skills, 105,123 mentions
Languages
21 skills, 55,738 mentions
Cloud & Infra
16 skills, 34,579 mentions
Methodology
6 skills, 25,405 mentions
Architecture
6 skills, 22,749 mentions
ML & AI
23 skills, 22,724 mentions
Tools
23 skills, 20,856 mentions
Security
12 skills, 18,217 mentions
Databases
25 skills, 6,305 mentions
Frameworks
19 skills, 5,149 mentions
Skills by Industry
E-Commerce/Cloud
AWSCloud ComputingNetworkingData Analytics
Semiconductors
PythonEmbedded SystemsTestingC
Software
GCPPythonCloud ComputingMachine Learning
Cybersecurity
SecurityNetworkingSaaSPython
Automation
GCPSystem DesignDistributed SystemsFull Stack
Hardware/Software
PythonMachine LearningCLLMs
Networking
PythonNetworkingTestingLinux
IT Services
AgileCloud ComputingAPI DevelopmentPython
Fintech
API DevelopmentPythonSQLSaaS
Defense/Aerospace
SecurityAgilePythonTesting
Browse by Category
21 Concepts 105,123 mentions ▾
Cloud Computing206Machine Learning208Data Analytics223API Development276SaaS218Networking62Linux98Data Structures84Embedded Systems45Full Stack66Backend Development165Observability125ETL92A/B Testing99Frontend Development66Data Modeling32Mobile Development20Accessibility16Data Visualization19Design Systems13 +1 more
21 Languages 55,738 mentions ▾
Python302SQL197Java128C68C#23TypeScript76JavaScript62HTML/CSS22R24CUDA3Swift5Rust25Ruby25Scala10Bash17Go21Kotlin16PHP7C++5Lua1 +1 more
16 Cloud & Infra 34,579 mentions ▾
AWS240GCP134Azure124Kubernetes165Docker98Terraform45Ansible8Serverless11ECS2OpenStack1Istio3EKS3Pulumi4CloudFormation2Helm1S31
6 Methodology 25,405 mentions ▾
Testing109Agile143Automation151DevOps91Configuration Management15ITIL4
6 Architecture 22,749 mentions ▾
Performance Optimization233Distributed Systems147System Design66Microservices28Infrastructure as Code12Event-Driven Architecture5
23 ML & AI 22,724 mentions ▾
LLMs184AI Agents88Computer Vision20NLP9Deep Learning17OpenAI12Vertex AI2MLflow2PyTorch27RAG20Reinforcement Learning13TensorFlow10Prompt Engineering9LangChain4LlamaIndex3MLOps4Ray3vLLM3Hugging Face2pandas1 +3 more
23 Tools 20,856 mentions ▾
CI/CD178Salesforce159Git131Tableau41Jira43ServiceNow6Power BI21CrowdStrike1Datadog6Okta3Figma19Zscaler1VMware8Looker23Grafana6Splunk2Postman2Prometheus7Confluence11New Relic1 +3 more
12 Security 18,217 mentions ▾
Security129Compliance113Incident Response54Disaster Recovery10Zero Trust6Encryption15SIEM12IAM19OAuth17Wiz1Vulnerability Management8Patch Management1
25 Databases 6,305 mentions ▾
Spark36Databricks14Delta Lake1Snowflake28MongoDB9Kafka27MySQL19PostgreSQL31Redis11Elasticsearch5Fivetran1BigQuery14dbt5Vector Database4Airflow6Neo4j1DynamoDB4Cassandra3Hadoop1Great Expectations1 +5 more
19 Frameworks 5,149 mentions ▾
Express7Android16iOS11React69Spring16REST APIs15Node.js16GraphQL15Next.js5Rails14Django4Vue6FastAPI3gRPC5Angular4React Native3Svelte1Flask2Flutter1
Company Skill Adoption

Broadest Skill Portfolios

Companies requiring the most diverse skill sets

1 Amazon 20 skills 2 Tesla 20 skills 3 Apple 20 skills 4 IBM 20 skills 5 Google 20 skills 6 Zapier 20 skills 7 Raytheon (RTX) 20 skills 8 Micron 20 skills 9 Schneider Electric 20 skills 10 Nvidia 20 skills 11 Anduril 20 skills 12 Applied Materials 20 skills 13 SpaceX 20 skills 14 BAE Systems 20 skills 15 Juniper Networks 20 skills
Emerging Skills

Skills on the Rise

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

NLP9 cosOpenAI12 cosExpress7 cosDatabricks14 cosiOS11 cosDisaster Recovery10 cosServiceNow6 cosConfiguration Management15 cosCUDA3 cosSwift5 cosZero Trust6 cosMongoDB9 cosEncryption15 cosDatadog6 cosScala10 cosOkta3 cosVMware8 cosSIEM12 cosGrafana6 cosREST APIs15 cosRedis11 cosElasticsearch5 cosAnsible8 cosReinforcement Learning13 cosGraphQL15 cosTensorFlow10 cosDesign Systems13 cosNext.js5 cosInfrastructure as Code12 cosBigQuery14 cos

316,845 mentions across 172 technologies · Updated daily

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