States
Alabama 430 Alaska 36 Arizona 631 Arkansas 338 California 15,702 Colorado 1,538 Connecticut 324 Delaware 133 District of Columbia 1,314 Florida 1,320 Georgia 1,117 Hawaii 133 Idaho 176 Illinois 1,857 Indiana 305 Iowa 275 Kansas 113 Kentucky 167 Louisiana 102 Maine 76 Maryland 1,639 Massachusetts 2,275 Michigan 682 Minnesota 399 Mississippi 90 Missouri 482 Montana 49 Nebraska 179 Nevada 196 New Hampshire 112 New Jersey 792 New Mexico 162 New York 6,834 North Carolina 1,169 North Dakota 64 Ohio 692 Oklahoma 177 Oregon 357 Pennsylvania 896 Rhode Island 86 South Carolina 190 South Dakota 54 Tennessee 283 Texas 3,749 Utah 463 Vermont 64 Virginia 3,726 Washington 2,769 West Virginia 66 Wisconsin 322 Wyoming 49
Cities
San Francisco Bay Area, CA 10,640 New York, NY 5,745 Washington, DC 3,654 Seattle, WA 2,162 Los Angeles, CA 2,113 Boston, MA 1,342 Austin, TX 1,243 Chicago, IL 1,154 Dallas–Fort Worth, TX 1,088 Denver, CO 794 Atlanta, GA 725 Raleigh–Durham, NC 488 San Diego, CA 420 Phoenix, AZ 352 Charlotte, NC 340 Houston, TX 260 Pittsburgh, PA 229 Miami, FL 223 Salt Lake City, UT 174 Philadelphia, PA 164 Detroit, MI 141 Minneapolis, MN 124 Baltimore, MD 101 Nashville, TN 59 Portland, OR 31
Role
Software Engineer 11,225 Product Manager 3,367 Engineering Manager 2,142 Program Manager 1,971 Project Manager 1,956 Data Scientist 1,526 Machine Learning Engineer 1,525 Security Engineer 1,483 Marketing Manager 1,420 Full Stack Developer 1,211 AI Engineer 1,116 DevOps Engineer 1,083 Data Engineer 887 IT Support Specialist 869 Cybersecurity Analyst 855 Backend Developer 794 Systems Administrator 767 Site Reliability Engineer 747 Graphic Designer 728 Data Analyst 644 Product Marketing Manager 633 Mobile Developer 580 Network Engineer 571 Product Designer 546 Business Analyst 544 Content Writer 524 QA Engineer 492 Growth Marketing Manager 357 Frontend Developer 336 Cloud Engineer 289 UX Designer 239 PPC Specialist 218 Social Media Manager 203 Email Marketing Specialist 199 Marketing Analyst 181 Community Manager 178 Digital Marketing Specialist 174 Video Editor 105 Creative Director 99 Brand Manager 88 SEO Specialist 80 Content Creator 77 Scrum Master 72 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 14,851 Machine learning 9,102 Product roadmapping 8,748 AWS 8,176 CI/CD 7,591 Kubernetes 6,129 SQL 6,109 LLMs 5,800 AI agents 5,520 Linux 5,174 C++ 5,160 Java 4,985 Azure 4,891 Distributed systems 4,828 Agile 4,560 Docker 4,250 Google Cloud 4,063 Git 4,047 Go 3,977 TypeScript 3,904 React 3,530 Terraform 3,351 JavaScript 3,224 Go-to-market 2,988 Test automation 2,679 REST APIs 2,662 Jira 2,659 Incident response 2,460 C 2,453 Product strategy 2,449 PostgreSQL 2,435 Generative AI 2,406 Microservices 2,364 Bash 2,274 Positioning & messaging 2,240 Excel 2,073 Embedded systems 1,899 GitHub 1,866 Rust 1,824 Node.js 1,813 Stakeholder management 1,725 PyTorch 1,722 CRM 1,682 Kafka 1,675 IAM 1,666 Product marketing 1,664 CompTIA certifications 1,586 Scrum 1,574 Computer vision 1,573 Cryptography 1,566 C# 1,563 Ansible 1,552 Spark 1,545 Firmware 1,520 GitLab 1,475 Market research 1,468 Android 1,438 Data modeling 1,433 RAG 1,347 Jenkins 1,339 Data warehousing 1,337 Deep learning 1,337 PMP 1,336 iOS 1,330 PRDs 1,328 Confluence 1,272 Design systems 1,267 NIST 1,221 NoSQL 1,217 OpenAI API 1,216 Firewalls 1,212 Salesforce 1,212 ETL 1,211 Vulnerability management 1,205 Google Workspace 1,122 Grafana 1,108 TCP/IP 1,106 Competitive analysis 1,106 HTML 1,098 DNS / DHCP 1,097 Snowflake 1,085 Databricks 1,083 Tableau 1,044 PowerShell 1,033 Kotlin 1,028 CSS 1,025 Power BI 998 CISSP 995 Prototyping 993 Scala 971 Angular 968 Figma 963 MLOps 932 Prometheus 931 GitHub Actions 909 Brand marketing 907 User stories 899 TensorFlow 897 SAP 895 Active Directory 870 Pricing strategy 857 A/B testing 843 Prompt engineering 826 Zero Trust 815 Web accessibility (WCAG) 804 Reinforcement learning 804 R 794 Demand generation 791 OAuth 790 Airflow 790 MySQL 779 NLP 776 Spring Boot 775 Sales enablement 773 User research 768 Redis 767 Oracle 765 Unix 761 SSO / SAML 755 RTOS 753 Elasticsearch 752 Routing & switching 746 SOC 2 725 Splunk 716 VPN 716 ServiceNow 703 GraphQL 690 Datadog 684 MongoDB 678 Cisco 672 Microsoft 365 657 ITIL 656 Vector databases 654 SQL Server 653 CUDA 647 VMware 639 .NET 638 SIEM 637 Technical writing 633 BigQuery 631 Threat modeling 630 Helm 629 SEO 629 Serverless 626 CCNA / CCNP 621 JUnit 621 HIPAA 608 gRPC 596 Microsoft Project 595 CloudFormation 587 Budget management 579 Ruby 564 Marketing automation 561 LangChain 560 Next.js 557 Adobe Creative Cloud 553 FedRAMP 552 MATLAB 545 SAFe 541 dbt 536 SharePoint 533 Content strategy 528 Penetration testing 523 Jetpack Compose 517 Email marketing 514 Product analytics 511 ISO 27001 508 GIAC certifications 501 Argo CD 481 CMS 469 macOS 464 EDR 458 pandas 456 scikit-learn 453 Windows Server 453 HubSpot 450 Six Sigma 445 OpenTelemetry 439 FastAPI 412 Typography 412 ELK Stack 411 Vue.js 410 DynamoDB 406 Chef / Puppet 404 Looker 402 Event marketing 399 Google Analytics 380 Okta 379 FPGA 376 Video editing 369 Photoshop 368 SAST / DAST 354 Load testing 351 React Native 349 Hadoop 348 Account-based marketing 346 Flink 342 OpenShift 335 Paid social 333 CISM 329 Illustrator 326 Intune / SCCM 322 Service mesh 319 NumPy 318 Redshift 312 SD-WAN 309 Django 307 OWASP 305 GRC 300 Blockchain 297 Kanban 293 Motion graphics 283 Hugging Face 276 RabbitMQ 268 ClickHouse 267 Juniper 262 Swift 260 Wireframing 258 Perl 256 Ruby on Rails 255 Playwright 254 OKRs 253 Smartsheet 251 Content marketing 244 Power Platform 244 Selenium 241 Unreal Engine 239 WebSockets 233 Pulumi 231 Wireshark 231 Google Ads 228 PPC 226 PCI DSS 212 Canva 211 Cassandra 209 Copywriting 207 Information architecture 206 After Effects 206 SOAR 205 Marketo 199 Premiere Pro 198 Flask 196 SageMaker 195 Asana 194 NetSuite 185 Redux 184 Vertex AI 179 Presto / Trino 177 InDesign 174 Notion 174 Cypress 169 Tailwind CSS 161 Cloudflare 157 Hive 152 Kinesis 151 Salesforce Marketing Cloud 151 Jamf 150 Influencer marketing 150 OSCP 145 Zapier 144 Workday 143 Postman 142 pytest 141 Zendesk 134 PHP 131 Shopify 131 SEM 130 Jest 127 WordPress 126 jQuery 118 Conversion rate optimization 114 Amplitude 112 New Relic 112 Cucumber 109 Meta Ads 109 Verilog / VHDL 109 monday.com 107 CapCut 105 Unity 105 Neo4j 103 SwiftUI 97 Jupyter 97 NestJS 93 Braze 92 SEO tools 90 WebGL 89 SAS 89 Fivetran 87 Programmatic advertising 86 Nginx 85 Google Search Console 84 XGBoost 82 HashiCorp Vault 82 Blender 82 Social media tools 80 PCB design 79 VBA 78 Keras 78 Sketch 77 Informatica 76 Final Cut Pro 76 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 Iterable 60 Webpack 59 Qlik 58 DaVinci Resolve 56 Google Tag Manager 55 Svelte 54 Storybook 52 Miro 51 Klaviyo 51 Elixir 50 Maya 49 Citrix 48 Lua 47 Objective-C 46 UIKit 41 Cinema 4D 41 Sass 39 Appium 39 Haskell 33 Adobe XD 32 Markdown 32 Dart 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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