States
Alabama 428 Alaska 35 Arizona 629 Arkansas 338 California 15,697 Colorado 1,536 Connecticut 326 Delaware 132 District of Columbia 1,312 Florida 1,317 Georgia 1,107 Hawaii 132 Idaho 175 Illinois 1,845 Indiana 306 Iowa 271 Kansas 110 Kentucky 165 Louisiana 101 Maine 74 Maryland 1,635 Massachusetts 2,272 Michigan 672 Minnesota 396 Mississippi 89 Missouri 473 Montana 49 Nebraska 179 Nevada 194 New Hampshire 111 New Jersey 788 New Mexico 161 New York 6,841 North Carolina 1,163 North Dakota 63 Ohio 690 Oklahoma 174 Oregon 353 Pennsylvania 888 Rhode Island 85 South Carolina 186 South Dakota 53 Tennessee 280 Texas 3,743 Utah 460 Vermont 63 Virginia 3,723 Washington 2,768 West Virginia 65 Wisconsin 320 Wyoming 49
Cities
San Francisco Bay Area, CA 10,635 New York, NY 5,752 Washington, DC 3,651 Seattle, WA 2,160 Los Angeles, CA 2,112 Boston, MA 1,340 Austin, TX 1,244 Chicago, IL 1,149 Dallas–Fort Worth, TX 1,083 Denver, CO 794 Atlanta, GA 719 Raleigh–Durham, NC 487 San Diego, CA 420 Phoenix, AZ 352 Charlotte, NC 339 Houston, TX 259 Pittsburgh, PA 229 Miami, FL 222 Salt Lake City, UT 174 Philadelphia, PA 164 Detroit, MI 140 Minneapolis, MN 123 Baltimore, MD 101 Nashville, TN 58 Portland, OR 30
Role
Software Engineer 11,219 Product Manager 3,368 Engineering Manager 2,138 Program Manager 1,975 Project Manager 1,948 Data Scientist 1,525 Machine Learning Engineer 1,523 Security Engineer 1,486 Marketing Manager 1,419 Full Stack Developer 1,213 AI Engineer 1,116 DevOps Engineer 1,079 Data Engineer 888 IT Support Specialist 867 Cybersecurity Analyst 851 Backend Developer 792 Systems Administrator 769 Site Reliability Engineer 747 Graphic Designer 728 Data Analyst 639 Product Marketing Manager 633 Mobile Developer 579 Network Engineer 570 Product Designer 545 Business Analyst 536 Content Writer 527 QA Engineer 492 Growth Marketing Manager 356 Frontend Developer 336 Cloud Engineer 289 UX Designer 240 PPC Specialist 218 Social Media Manager 204 Email Marketing Specialist 199 Marketing Analyst 181 Community Manager 178 Digital Marketing Specialist 175 Video Editor 105 Creative Director 97 Brand Manager 88 SEO Specialist 79 Content Creator 78 Scrum Master 71 Influencer Marketing Manager 64 BI Developer 62 Art Director 52 Web Developer 46 Copywriter 45 Game Designer 33 Motion Designer 31 3D Artist 30 UI Designer 25 Animator 22 Web Designer 15
Skills
Python 14,823 Machine learning 9,089 Product roadmapping 8,749 AWS 8,161 CI/CD 7,579 Kubernetes 6,126 SQL 6,095 LLMs 5,801 AI agents 5,525 Linux 5,174 C++ 5,148 Java 4,974 Azure 4,880 Distributed systems 4,822 Agile 4,552 Docker 4,247 Google Cloud 4,060 Git 4,046 Go 3,974 TypeScript 3,909 React 3,531 Terraform 3,343 JavaScript 3,217 Go-to-market 2,985 Test automation 2,681 REST APIs 2,658 Jira 2,656 Incident response 2,457 Product strategy 2,450 C 2,445 PostgreSQL 2,434 Generative AI 2,393 Microservices 2,354 Bash 2,275 Positioning & messaging 2,243 Excel 2,071 Embedded systems 1,897 GitHub 1,859 Rust 1,819 Node.js 1,810 Stakeholder management 1,719 PyTorch 1,714 CRM 1,680 Kafka 1,670 Product marketing 1,667 IAM 1,660 CompTIA certifications 1,589 Computer vision 1,575 Scrum 1,572 Cryptography 1,570 C# 1,559 Ansible 1,554 Spark 1,543 Firmware 1,522 GitLab 1,473 Market research 1,465 Android 1,437 Data modeling 1,424 RAG 1,342 Jenkins 1,339 Data warehousing 1,332 Deep learning 1,332 iOS 1,330 PMP 1,330 PRDs 1,326 Confluence 1,273 Design systems 1,264 NIST 1,223 Firewalls 1,213 NoSQL 1,212 ETL 1,212 OpenAI API 1,212 Salesforce 1,211 Vulnerability management 1,205 Google Workspace 1,121 Grafana 1,109 Competitive analysis 1,107 TCP/IP 1,101 DNS / DHCP 1,099 HTML 1,095 Snowflake 1,080 Databricks 1,078 Tableau 1,044 PowerShell 1,031 Kotlin 1,024 CSS 1,021 Power BI 996 CISSP 994 Prototyping 991 Scala 972 Angular 965 Figma 963 MLOps 928 Prometheus 928 GitHub Actions 906 Brand marketing 906 SAP 897 User stories 893 TensorFlow 890 Active Directory 870 Pricing strategy 858 A/B testing 845 Prompt engineering 825 Zero Trust 814 Web accessibility (WCAG) 808 Reinforcement learning 802 OAuth 792 Demand generation 792 Airflow 790 R 787 MySQL 779 NLP 774 Sales enablement 773 User research 772 Spring Boot 769 Redis 767 Unix 760 Oracle 759 SSO / SAML 755 RTOS 754 Elasticsearch 751 Routing & switching 747 SOC 2 727 VPN 716 Splunk 715 ServiceNow 703 GraphQL 691 Datadog 682 MongoDB 679 Cisco 671 Microsoft 365 658 ITIL 656 Vector databases 653 SQL Server 649 CUDA 647 VMware 638 .NET 637 SIEM 636 Technical writing 635 BigQuery 630 Helm 629 Threat modeling 629 SEO 629 Serverless 623 JUnit 621 CCNA / CCNP 620 HIPAA 607 gRPC 596 Microsoft Project 591 CloudFormation 586 Budget management 581 Ruby 565 Marketing automation 560 Next.js 558 LangChain 558 FedRAMP 552 Adobe Creative Cloud 552 MATLAB 546 SAFe 542 dbt 535 SharePoint 532 Content strategy 529 Penetration testing 527 Jetpack Compose 517 Email marketing 515 Product analytics 511 ISO 27001 510 GIAC certifications 501 Argo CD 480 CMS 468 macOS 465 EDR 460 pandas 456 Windows Server 454 scikit-learn 450 HubSpot 450 Six Sigma 444 OpenTelemetry 438 FastAPI 412 ELK Stack 412 Typography 412 Vue.js 408 DynamoDB 407 Chef / Puppet 404 Looker 401 Event marketing 399 Google Analytics 380 Okta 379 FPGA 377 Photoshop 369 Video editing 368 SAST / DAST 355 Load testing 351 React Native 349 Hadoop 348 Account-based marketing 347 Flink 339 OpenShift 334 Paid social 334 CISM 328 Illustrator 327 Intune / SCCM 323 Service mesh 319 NumPy 318 Redshift 312 SD-WAN 309 Django 305 OWASP 304 GRC 300 Blockchain 296 Kanban 292 Motion graphics 284 Hugging Face 276 RabbitMQ 268 ClickHouse 267 Juniper 261 Swift 260 Perl 257 Ruby on Rails 256 Wireframing 256 Playwright 254 OKRs 254 Smartsheet 250 Content marketing 244 Power Platform 243 Selenium 241 Unreal Engine 239 WebSockets 233 Pulumi 231 Wireshark 231 Google Ads 228 PPC 226 PCI DSS 213 Canva 211 Cassandra 209 Information architecture 208 SOAR 207 After Effects 207 Copywriting 207 Premiere Pro 199 Marketo 197 Flask 195 SageMaker 195 Asana 193 Redux 185 NetSuite 184 Vertex AI 179 Presto / Trino 176 InDesign 174 Notion 174 Cypress 170 Tailwind CSS 161 Cloudflare 157 Hive 152 Kinesis 151 Jamf 151 Salesforce Marketing Cloud 151 Influencer marketing 150 OSCP 145 Zapier 144 Postman 142 Workday 142 pytest 141 Zendesk 134 PHP 133 Shopify 131 SEM 130 Jest 128 WordPress 126 jQuery 116 Conversion rate optimization 114 Amplitude 112 New Relic 112 Meta Ads 109 Verilog / VHDL 109 Cucumber 108 monday.com 106 CapCut 105 Unity 105 Neo4j 103 SwiftUI 98 Jupyter 97 NestJS 93 Braze 92 WebGL 89 SEO tools 89 Fivetran 87 SAS 87 Programmatic advertising 86 Nginx 85 Blender 83 Google Search Console 83 XGBoost 81 HashiCorp Vault 81 Social media tools 80 Keras 78 VBA 77 Sketch 77 PCB design 77 Final Cut Pro 76 Informatica 75 Vite 73 Airtable 71 LinkedIn Ads 70 Looker Studio 69 Webflow 69 Flutter 67 Affiliate marketing 67 Mixpanel 66 D3.js 64 Three.js 63 Firebase 63 Adobe Analytics 62 Webpack 60 Iterable 60 Qlik 58 DaVinci Resolve 56 Google Tag Manager 55 Svelte 54 Storybook 53 Miro 51 Klaviyo 51 Elixir 50 Maya 49 Lua 48 Citrix 48 Objective-C 45 Cinema 4D 42 UIKit 41 Sass 39 Appium 39 Haskell 33 Adobe XD 32 Dart 31 Markdown 31 Xcode 30 Trello 29 TikTok Ads 29 Express.js 27 Laravel 27 Mailchimp 27 TestRail 26 Alteryx 24 AP Style 24 Retool 24 Framer 21 SPSS 20 Substance 3D 19 Houdini 16 Solidity 14 Amazon Ads 14 Clojure 12 Erlang 9 ZBrush 9 Stata 3
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