States
Alabama 446 Alaska 45 Arizona 633 Arkansas 444 California 15,266 Colorado 1,547 Connecticut 356 Delaware 130 District of Columbia 1,290 Florida 1,282 Georgia 1,080 Hawaii 136 Idaho 184 Illinois 1,831 Indiana 312 Iowa 290 Kansas 117 Kentucky 158 Louisiana 109 Maine 83 Maryland 1,639 Massachusetts 2,297 Michigan 704 Minnesota 395 Mississippi 93 Missouri 482 Montana 52 Nebraska 180 Nevada 200 New Hampshire 106 New Jersey 832 New Mexico 161 New York 6,638 North Carolina 1,219 North Dakota 76 Ohio 690 Oklahoma 190 Oregon 352 Pennsylvania 908 Rhode Island 95 South Carolina 203 South Dakota 60 Tennessee 280 Texas 3,611 Utah 463 Vermont 75 Virginia 3,681 Washington 2,732 West Virginia 77 Wisconsin 338 Wyoming 64
Cities
San Francisco Bay Area, CA 10,396 New York, NY 5,568 Washington, DC 3,595 Seattle, WA 2,122 Los Angeles, CA 2,006 Boston, MA 1,366 Austin, TX 1,182 Chicago, IL 1,146 Dallas–Fort Worth, TX 1,053 Denver, CO 799 Atlanta, GA 690 Raleigh–Durham, NC 485 San Diego, CA 431 Charlotte, NC 367 Phoenix, AZ 359 Houston, TX 257 Pittsburgh, PA 227 Miami, FL 209 Philadelphia, PA 165 Salt Lake City, UT 164 Detroit, MI 147 Minneapolis, MN 122 Baltimore, MD 101 Nashville, TN 66 Portland, OR 27
Role
Software Engineer 11,283 Product Manager 3,320 Engineering Manager 2,111 Project Manager 1,932 Program Manager 1,894 Data Scientist 1,582 Machine Learning Engineer 1,508 Security Engineer 1,431 Marketing Manager 1,373 Full Stack Developer 1,201 AI Engineer 1,067 DevOps Engineer 1,048 Data Engineer 906 Cybersecurity Analyst 845 IT Support Specialist 834 Backend Developer 801 Systems Administrator 760 Site Reliability Engineer 717 Graphic Designer 703 Data Analyst 672 Product Marketing Manager 604 Mobile Developer 592 Network Engineer 575 Business Analyst 553 Product Designer 525 Content Writer 518 QA Engineer 502 Growth Marketing Manager 351 Frontend Developer 339 Cloud Engineer 313 UX Designer 245 PPC Specialist 220 Email Marketing Specialist 204 Social Media Manager 201 Digital Marketing Specialist 181 Marketing Analyst 174 Community Manager 172 Video Editor 103 Brand Manager 95 Creative Director 87 SEO Specialist 78 Content Creator 77 Scrum Master 74 Influencer Marketing Manager 69 BI Developer 60 Art Director 49 Web Developer 48 Copywriter 48 Motion Designer 39 Game Designer 36 3D Artist 29 UI Designer 23 Animator 23 Web Designer 16
Skills
Python 14,844 Machine learning 9,118 Product roadmapping 8,564 AWS 8,285 CI/CD 7,601 SQL 6,227 Kubernetes 6,118 LLMs 5,678 AI agents 5,332 C++ 5,096 Java 5,036 Linux 5,034 Azure 4,916 Distributed systems 4,708 Agile 4,664 Docker 4,277 Google Cloud 4,113 Git 4,085 TypeScript 3,894 Go 3,841 React 3,578 Terraform 3,322 JavaScript 3,292 Go-to-market 2,841 REST APIs 2,775 Jira 2,700 Test automation 2,646 PostgreSQL 2,482 Generative AI 2,467 C 2,426 Product strategy 2,412 Microservices 2,408 Incident response 2,389 Bash 2,230 Positioning & messaging 2,158 Excel 2,037 GitHub 1,896 Embedded systems 1,874 Node.js 1,842 Stakeholder management 1,753 Rust 1,741 Kafka 1,720 PyTorch 1,715 CRM 1,633 IAM 1,623 Product marketing 1,621 CompTIA certifications 1,610 Spark 1,605 Scrum 1,604 C# 1,599 Computer vision 1,552 Cryptography 1,504 Ansible 1,489 GitLab 1,466 Firmware 1,456 Data modeling 1,448 Android 1,442 Market research 1,430 Jenkins 1,388 Deep learning 1,373 PRDs 1,370 RAG 1,343 Data warehousing 1,334 iOS 1,318 Design systems 1,290 Confluence 1,268 PMP 1,268 NoSQL 1,254 ETL 1,223 OpenAI API 1,215 NIST 1,198 Vulnerability management 1,176 Firewalls 1,164 Google Workspace 1,162 HTML 1,156 Salesforce 1,156 Grafana 1,115 Databricks 1,097 CSS 1,085 Snowflake 1,084 Competitive analysis 1,084 TCP/IP 1,070 Tableau 1,055 Kotlin 1,026 DNS / DHCP 1,008 Power BI 996 PowerShell 992 Angular 980 CISSP 979 Prototyping 976 User stories 975 Figma 967 MLOps 956 TensorFlow 942 Scala 941 Prometheus 924 Brand marketing 891 GitHub Actions 884 SAP 881 R 868 A/B testing 860 Spring Boot 849 NLP 849 Active Directory 844 Prompt engineering 830 Web accessibility (WCAG) 823 Airflow 818 MySQL 816 Zero Trust 806 User research 803 Pricing strategy 801 Redis 792 Oracle 784 Elasticsearch 783 Demand generation 779 Sales enablement 760 RTOS 757 Reinforcement learning 755 Unix 754 SSO / SAML 748 OAuth 744 Splunk 735 GraphQL 728 Routing & switching 716 SOC 2 714 Vector databases 703 ServiceNow 700 VPN 691 MongoDB 680 Datadog 679 SQL Server 666 BigQuery 652 JUnit 647 ITIL 645 Cisco 643 CUDA 637 SIEM 637 Helm 635 SEO 632 .NET 622 Microsoft 365 620 VMware 618 CCNA / CCNP 615 HIPAA 607 Technical writing 603 gRPC 598 Serverless 591 Threat modeling 589 CloudFormation 583 Ruby 579 Microsoft Project 572 Next.js 566 LangChain 565 MATLAB 546 Budget management 545 FedRAMP 541 Product analytics 539 dbt 538 Adobe Creative Cloud 537 Content strategy 534 SAFe 532 Marketing automation 531 Email marketing 519 Jetpack Compose 516 Penetration testing 507 SharePoint 503 ISO 27001 495 scikit-learn 491 GIAC certifications 491 pandas 483 CMS 482 Argo CD 472 EDR 456 Windows Server 438 Looker 435 macOS 434 HubSpot 427 DynamoDB 424 Six Sigma 415 Typography 413 Vue.js 409 ELK Stack 408 Event marketing 406 FastAPI 402 OpenTelemetry 397 Chef / Puppet 385 Hadoop 375 Google Analytics 370 FPGA 370 Photoshop 369 Load testing 363 Video editing 362 React Native 361 Okta 359 Paid social 341 OpenShift 338 NumPy 335 Account-based marketing 334 SAST / DAST 333 Service mesh 332 Illustrator 329 Django 327 Redshift 324 Flink 318 CISM 309 Kanban 307 Intune / SCCM 302 Blockchain 302 Wireframing 291 SD-WAN 286 GRC 286 Hugging Face 285 OWASP 284 Motion graphics 282 RabbitMQ 276 Selenium 270 Swift 269 Perl 263 Ruby on Rails 263 ClickHouse 260 Juniper 257 OKRs 256 Playwright 255 Power Platform 245 Smartsheet 243 Content marketing 241 WebSockets 237 Cassandra 237 Unreal Engine 231 PPC 223 Google Ads 221 Wireshark 220 Flask 219 Pulumi 217 After Effects 207 Copywriting 205 Information architecture 204 SageMaker 203 PCI DSS 202 Canva 199 Redux 197 SOAR 196 Asana 193 Marketo 189 Premiere Pro 182 InDesign 181 Vertex AI 179 Notion 178 Tailwind CSS 176 Presto / Trino 173 Cypress 169 NetSuite 168 Hive 162 Kinesis 156 Salesforce Marketing Cloud 155 Cloudflare 154 Postman 149 Influencer marketing 148 PHP 147 Jamf 147 Workday 146 OSCP 142 pytest 142 Jest 141 Zapier 138 Zendesk 134 SEM 134 monday.com 130 Shopify 126 WordPress 124 Conversion rate optimization 119 New Relic 117 Amplitude 114 jQuery 112 Cucumber 109 Verilog / VHDL 107 SwiftUI 103 Neo4j 103 Meta Ads 102 Unity 101 Jupyter 100 XGBoost 99 CapCut 98 Braze 98 SAS 97 Fivetran 94 NestJS 92 Programmatic advertising 92 WebGL 90 SEO tools 90 VBA 88 Google Search Console 86 Nginx 85 Sketch 84 Social media tools 83 HashiCorp Vault 82 Blender 80 Keras 78 Airtable 78 Informatica 77 D3.js 75 PCB design 74 Vite 70 Looker Studio 70 Webflow 68 Three.js 67 Firebase 67 Mixpanel 67 LinkedIn Ads 67 Affiliate marketing 67 Adobe Analytics 66 Final Cut Pro 64 Flutter 63 Webpack 61 Iterable 59 Svelte 57 Google Tag Manager 56 Qlik 55 Elixir 53 Storybook 52 Citrix 52 DaVinci Resolve 51 Klaviyo 50 Miro 49 UIKit 48 Maya 48 Appium 46 Objective-C 45 Cinema 4D 44 Sass 42 Lua 41 Markdown 36 Adobe XD 35 Xcode 33 Express.js 31 Trello 30 TikTok Ads 30 Dart 29 Haskell 29 Alteryx 29 TestRail 27 Mailchimp 27 Laravel 25 Framer 24 Retool 23 AP Style 22 SPSS 21 Solidity 17 Substance 3D 16 Amazon Ads 14 Clojure 12 Houdini 11 Erlang 8 ZBrush 8 Stata 4
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