States
Alabama 428 Alaska 33 Arizona 637 Arkansas 336 California 15,801 Colorado 1,545 Connecticut 336 Delaware 130 District of Columbia 1,304 Florida 1,343 Georgia 1,143 Hawaii 131 Idaho 178 Illinois 1,857 Indiana 316 Iowa 279 Kansas 112 Kentucky 170 Louisiana 103 Maine 74 Maryland 1,643 Massachusetts 2,285 Michigan 674 Minnesota 394 Mississippi 90 Missouri 477 Montana 51 Nebraska 186 Nevada 217 New Hampshire 115 New Jersey 804 New Mexico 160 New York 7,023 North Carolina 1,186 North Dakota 65 Ohio 688 Oklahoma 176 Oregon 350 Pennsylvania 876 Rhode Island 89 South Carolina 186 South Dakota 54 Tennessee 283 Texas 3,764 Utah 466 Vermont 64 Virginia 3,754 Washington 2,776 West Virginia 66 Wisconsin 318 Wyoming 51
Cities
San Francisco Bay Area, CA 10,678 New York, NY 5,936 Washington, DC 3,663 Seattle, WA 2,160 Los Angeles, CA 2,116 Boston, MA 1,352 Austin, TX 1,268 Chicago, IL 1,166 Dallas–Fort Worth, TX 1,080 Denver, CO 799 Atlanta, GA 733 Raleigh–Durham, NC 490 San Diego, CA 423 Phoenix, AZ 353 Charlotte, NC 349 Houston, TX 264 Miami, FL 227 Pittsburgh, PA 225 Salt Lake City, UT 172 Philadelphia, PA 166 Detroit, MI 141 Minneapolis, MN 122 Baltimore, MD 102 Nashville, TN 60 Portland, OR 30
Role
Software Engineer 11,325 Product Manager 3,439 Engineering Manager 2,146 Program Manager 1,974 Project Manager 1,963 Machine Learning Engineer 1,542 Data Scientist 1,542 Security Engineer 1,493 Marketing Manager 1,468 Full Stack Developer 1,234 AI Engineer 1,108 DevOps Engineer 1,095 Data Engineer 915 IT Support Specialist 880 Cybersecurity Analyst 873 Backend Developer 810 Systems Administrator 779 Site Reliability Engineer 747 Graphic Designer 736 Data Analyst 666 Product Marketing Manager 633 Mobile Developer 588 Network Engineer 565 Product Designer 561 Business Analyst 542 Content Writer 531 QA Engineer 497 Growth Marketing Manager 372 Frontend Developer 347 Cloud Engineer 287 PPC Specialist 255 UX Designer 251 Email Marketing Specialist 214 Social Media Manager 214 Community Manager 182 Digital Marketing Specialist 178 Marketing Analyst 177 Creative Director 104 Video Editor 104 SEO Specialist 93 Content Creator 88 Brand Manager 85 Scrum Master 73 Influencer Marketing Manager 71 BI Developer 60 Art Director 54 Web Developer 46 Copywriter 44 Motion Designer 32 Game Designer 32 3D Artist 30 UI Designer 25 Animator 22 Affiliate Manager 21 Web Designer 15
Skills
Python 14,999 Machine learning 9,169 Product roadmapping 8,917 AWS 8,331 CI/CD 7,674 SQL 6,248 Kubernetes 6,208 LLMs 5,861 AI agents 5,599 Linux 5,195 C++ 5,156 Java 5,003 Azure 4,912 Distributed systems 4,868 Agile 4,543 Docker 4,290 Google Cloud 4,115 Git 4,057 Go 4,018 TypeScript 3,984 React 3,611 Terraform 3,392 JavaScript 3,273 Go-to-market 3,015 Jira 2,712 Test automation 2,703 REST APIs 2,674 Product strategy 2,493 Incident response 2,489 PostgreSQL 2,467 C 2,447 Generative AI 2,399 Microservices 2,359 Bash 2,303 Positioning & messaging 2,256 Excel 2,110 Embedded systems 1,882 GitHub 1,877 Node.js 1,853 Rust 1,821 Stakeholder management 1,738 Kafka 1,727 PyTorch 1,725 CRM 1,720 Product marketing 1,705 IAM 1,685 CompTIA certifications 1,597 Spark 1,584 C# 1,580 Cryptography 1,577 Computer vision 1,573 Ansible 1,570 Scrum 1,566 Firmware 1,518 GitLab 1,500 Market research 1,488 Data modeling 1,456 Android 1,452 Data warehousing 1,364 iOS 1,359 PRDs 1,349 Jenkins 1,348 Deep learning 1,345 RAG 1,334 PMP 1,325 Confluence 1,294 Design systems 1,281 NoSQL 1,251 OpenAI API 1,232 ETL 1,231 NIST 1,231 Vulnerability management 1,227 Salesforce 1,217 Firewalls 1,216 Competitive analysis 1,138 Google Workspace 1,126 HTML 1,117 Snowflake 1,112 Databricks 1,111 TCP/IP 1,104 Grafana 1,103 DNS / DHCP 1,099 Tableau 1,065 Kotlin 1,059 PowerShell 1,050 CSS 1,036 Prototyping 1,017 CISSP 1,008 Power BI 1,007 Figma 984 Scala 975 Angular 973 MLOps 939 Prometheus 926 GitHub Actions 918 Brand marketing 916 SAP 915 A/B testing 899 User stories 894 TensorFlow 891 Active Directory 889 Pricing strategy 879 Prompt engineering 834 Airflow 831 Zero Trust 817 Web accessibility (WCAG) 815 MySQL 812 OAuth 810 R 807 Demand generation 807 Redis 805 Reinforcement learning 805 User research 791 NLP 781 Oracle 778 Sales enablement 778 SSO / SAML 776 Spring Boot 775 Elasticsearch 771 Unix 759 Routing & switching 744 RTOS 740 SOC 2 732 Splunk 723 VPN 717 Datadog 715 GraphQL 707 ServiceNow 694 MongoDB 691 ITIL 667 SEO 665 Microsoft 365 664 Cisco 664 SQL Server 658 Vector databases 653 CUDA 646 VMware 646 .NET 642 Helm 642 SIEM 642 BigQuery 640 Serverless 639 Threat modeling 639 Technical writing 626 JUnit 619 CCNA / CCNP 616 HIPAA 606 gRPC 601 Budget management 601 CloudFormation 593 Microsoft Project 590 Next.js 575 Marketing automation 574 Ruby 563 FedRAMP 562 Adobe Creative Cloud 561 LangChain 559 dbt 557 Content strategy 546 MATLAB 544 Email marketing 541 SharePoint 538 Product analytics 533 Penetration testing 531 SAFe 525 Jetpack Compose 517 ISO 27001 513 GIAC certifications 508 Argo CD 476 macOS 471 EDR 468 pandas 465 CMS 463 HubSpot 461 Windows Server 453 scikit-learn 452 OpenTelemetry 442 Six Sigma 439 DynamoDB 424 Vue.js 423 FastAPI 423 Typography 417 ELK Stack 412 Google Analytics 410 Looker 409 Event marketing 404 Chef / Puppet 399 Okta 396 Paid social 375 FPGA 375 Photoshop 374 Video editing 370 React Native 368 Hadoop 363 SAST / DAST 356 Flink 354 Load testing 351 Account-based marketing 351 CISM 337 OpenShift 334 Intune / SCCM 334 Blockchain 332 Illustrator 329 NumPy 321 Redshift 320 Service mesh 312 SD-WAN 312 OWASP 312 Django 311 GRC 301 Kanban 293 Motion graphics 292 Swift 277 Hugging Face 275 ClickHouse 267 RabbitMQ 266 Perl 263 Playwright 261 Wireframing 260 Ruby on Rails 258 OKRs 256 Juniper 255 PPC 254 Content marketing 250 Unreal Engine 249 Google Ads 249 Smartsheet 246 Selenium 245 Power Platform 244 WebSockets 240 Wireshark 233 Pulumi 230 Copywriting 225 PCI DSS 219 Cassandra 216 Information architecture 214 Canva 212 After Effects 210 SageMaker 206 SOAR 205 Asana 201 Premiere Pro 200 Flask 198 Marketo 197 Redux 189 NetSuite 188 Vertex AI 186 Presto / Trino 181 InDesign 175 Notion 175 Cypress 171 Influencer marketing 164 Tailwind CSS 161 Cloudflare 161 Jamf 158 Kinesis 157 Hive 154 Salesforce Marketing Cloud 153 OSCP 148 Workday 144 Zapier 144 Postman 141 PHP 140 pytest 140 SEM 140 Shopify 138 Zendesk 135 Jest 129 Conversion rate optimization 127 WordPress 125 Amplitude 123 New Relic 121 jQuery 116 Meta Ads 116 Unity 112 Verilog / VHDL 110 CapCut 109 monday.com 108 SwiftUI 106 Cucumber 106 Neo4j 103 Braze 103 SEO tools 99 Jupyter 97 Programmatic advertising 95 NestJS 94 Fivetran 94 WebGL 93 Google Search Console 89 SAS 86 Nginx 84 Blender 84 Sketch 82 Affiliate marketing 82 HashiCorp Vault 81 XGBoost 80 Social media tools 80 Informatica 79 Keras 78 Final Cut Pro 77 VBA 76 LinkedIn Ads 76 Mixpanel 75 Vite 72 Webflow 72 PCB design 72 Airtable 72 Looker Studio 70 Flutter 69 D3.js 67 Three.js 67 Firebase 65 Iterable 64 Adobe Analytics 63 Webpack 62 Qlik 60 Google Tag Manager 57 DaVinci Resolve 56 Svelte 55 Miro 53 Klaviyo 53 Objective-C 50 Lua 50 Elixir 50 Storybook 50 Maya 49 UIKit 47 Citrix 47 Cinema 4D 44 Sass 42 Appium 39 TikTok Ads 36 Haskell 35 Xcode 35 Adobe XD 32 Dart 31 Trello 31 Markdown 30 Express.js 28 Mailchimp 27 Laravel 26 TestRail 26 Alteryx 25 Retool 25 Framer 23 AP Style 23 SPSS 21 Substance 3D 19 Amazon Ads 16 Solidity 14 Houdini 14 Clojure 12 ZBrush 10 Erlang 9 Stata 3
