States
Alabama 447 Alaska 42 Arizona 648 Arkansas 435 California 15,508 Colorado 1,552 Connecticut 340 Delaware 135 District of Columbia 1,318 Florida 1,298 Georgia 1,079 Hawaii 138 Idaho 182 Illinois 1,856 Indiana 301 Iowa 276 Kansas 117 Kentucky 164 Louisiana 110 Maine 87 Maryland 1,657 Massachusetts 2,285 Michigan 692 Minnesota 410 Mississippi 95 Missouri 491 Montana 49 Nebraska 186 Nevada 199 New Hampshire 113 New Jersey 812 New Mexico 163 New York 6,747 North Carolina 1,176 North Dakota 71 Ohio 696 Oklahoma 186 Oregon 361 Pennsylvania 886 Rhode Island 92 South Carolina 201 South Dakota 61 Tennessee 284 Texas 3,700 Utah 470 Vermont 71 Virginia 3,694 Washington 2,780 West Virginia 74 Wisconsin 330 Wyoming 59
Cities
San Francisco Bay Area, CA 10,536 New York, NY 5,659 Washington, DC 3,630 Seattle, WA 2,154 Los Angeles, CA 2,083 Boston, MA 1,344 Austin, TX 1,209 Chicago, IL 1,164 Dallas–Fort Worth, TX 1,078 Denver, CO 789 Atlanta, GA 704 Raleigh–Durham, NC 471 San Diego, CA 428 Phoenix, AZ 372 Charlotte, NC 349 Houston, TX 255 Pittsburgh, PA 233 Miami, FL 218 Salt Lake City, UT 167 Philadelphia, PA 165 Detroit, MI 143 Minneapolis, MN 129 Baltimore, MD 109 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,236 Product Manager 3,329 Engineering Manager 2,117 Project Manager 1,942 Program Manager 1,940 Data Scientist 1,553 Machine Learning Engineer 1,518 Security Engineer 1,452 Marketing Manager 1,380 Full Stack Developer 1,199 AI Engineer 1,084 DevOps Engineer 1,068 Data Engineer 888 Cybersecurity Analyst 859 IT Support Specialist 856 Backend Developer 783 Systems Administrator 775 Site Reliability Engineer 725 Graphic Designer 705 Data Analyst 644 Product Marketing Manager 634 Mobile Developer 598 Network Engineer 568 Business Analyst 554 Product Designer 538 Content Writer 525 QA Engineer 507 Growth Marketing Manager 346 Frontend Developer 336 Cloud Engineer 302 UX Designer 243 PPC Specialist 220 Email Marketing Specialist 208 Social Media Manager 199 Digital Marketing Specialist 182 Community Manager 173 Marketing Analyst 172 Video Editor 105 Creative Director 94 Brand Manager 92 SEO Specialist 79 Content Creator 79 Scrum Master 75 Influencer Marketing Manager 65 BI Developer 64 Art Director 51 Web Developer 48 Copywriter 45 Motion Designer 36 Game Designer 34 3D Artist 26 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,865 Machine learning 9,070 Product roadmapping 8,636 AWS 8,212 CI/CD 7,635 SQL 6,200 Kubernetes 6,125 LLMs 5,758 AI agents 5,391 C++ 5,134 Linux 5,107 Java 5,036 Azure 4,881 Distributed systems 4,771 Agile 4,633 Docker 4,285 Google Cloud 4,085 Git 4,083 TypeScript 3,878 Go 3,870 React 3,573 Terraform 3,326 JavaScript 3,297 Go-to-market 2,920 REST APIs 2,761 Jira 2,703 Test automation 2,639 C 2,456 Generative AI 2,456 PostgreSQL 2,455 Incident response 2,423 Product strategy 2,403 Microservices 2,394 Bash 2,283 Positioning & messaging 2,192 Excel 2,045 GitHub 1,910 Embedded systems 1,870 Node.js 1,851 Rust 1,755 PyTorch 1,725 Stakeholder management 1,723 Kafka 1,701 CRM 1,636 IAM 1,630 Product marketing 1,628 CompTIA certifications 1,619 C# 1,599 Scrum 1,576 Computer vision 1,563 Spark 1,556 Ansible 1,533 Cryptography 1,529 GitLab 1,506 Firmware 1,494 Android 1,465 Market research 1,449 Jenkins 1,409 Data modeling 1,406 Deep learning 1,377 PRDs 1,358 RAG 1,347 iOS 1,339 Data warehousing 1,318 PMP 1,297 Confluence 1,281 Design systems 1,274 NoSQL 1,250 OpenAI API 1,244 ETL 1,216 NIST 1,204 Vulnerability management 1,182 Firewalls 1,180 Salesforce 1,165 Google Workspace 1,158 Grafana 1,131 HTML 1,124 Competitive analysis 1,090 Snowflake 1,083 TCP/IP 1,082 Databricks 1,077 DNS / DHCP 1,059 Tableau 1,049 CSS 1,045 Kotlin 1,042 PowerShell 1,027 Angular 989 Power BI 987 Prototyping 977 CISSP 975 User stories 974 Figma 966 Scala 946 Prometheus 943 MLOps 926 TensorFlow 922 GitHub Actions 893 Brand marketing 892 SAP 888 A/B testing 868 Active Directory 862 Prompt engineering 832 MySQL 828 Spring Boot 827 Pricing strategy 826 R 824 NLP 823 Web accessibility (WCAG) 815 Zero Trust 808 Airflow 802 Oracle 798 Redis 787 Elasticsearch 783 OAuth 775 Unix 775 Reinforcement learning 773 Sales enablement 773 Demand generation 770 User research 769 SSO / SAML 757 RTOS 756 Splunk 746 Routing & switching 734 SOC 2 724 ServiceNow 713 GraphQL 705 MongoDB 697 VPN 696 Datadog 691 Vector databases 682 SQL Server 674 Cisco 655 JUnit 651 BigQuery 648 ITIL 648 .NET 640 CUDA 635 Helm 634 SIEM 633 VMware 625 Microsoft 365 623 SEO 617 Technical writing 617 HIPAA 616 CCNA / CCNP 615 Threat modeling 606 Serverless 595 gRPC 590 Ruby 582 Microsoft Project 578 CloudFormation 572 LangChain 563 Next.js 560 Budget management 554 Adobe Creative Cloud 550 Marketing automation 544 MATLAB 542 SAFe 542 FedRAMP 541 Product analytics 537 dbt 528 Jetpack Compose 522 Content strategy 519 Penetration testing 518 SharePoint 517 Email marketing 509 ISO 27001 499 GIAC certifications 489 Argo CD 481 pandas 470 CMS 466 scikit-learn 462 macOS 454 Windows Server 447 EDR 447 HubSpot 433 Six Sigma 427 Vue.js 422 OpenTelemetry 420 ELK Stack 419 Looker 418 Typography 415 FastAPI 406 DynamoDB 404 Chef / Puppet 395 Event marketing 394 Photoshop 373 Google Analytics 370 Okta 369 Video editing 368 FPGA 366 Hadoop 365 React Native 361 Load testing 361 OpenShift 337 Illustrator 336 Paid social 336 SAST / DAST 333 Account-based marketing 332 NumPy 326 Service mesh 326 Django 322 Intune / SCCM 321 Flink 319 Redshift 314 CISM 306 OWASP 294 Kanban 293 SD-WAN 292 Blockchain 292 GRC 291 Hugging Face 283 Motion graphics 283 Wireframing 282 RabbitMQ 276 Swift 270 Ruby on Rails 266 Selenium 265 Juniper 258 ClickHouse 257 Perl 256 OKRs 255 Playwright 253 Power Platform 245 Smartsheet 244 WebSockets 242 Content marketing 240 Cassandra 228 Google Ads 226 Wireshark 224 Pulumi 222 Unreal Engine 220 PPC 217 Flask 211 PCI DSS 207 Information architecture 207 After Effects 207 Copywriting 206 Canva 204 SOAR 203 SageMaker 195 Marketo 195 Redux 191 Premiere Pro 191 Asana 188 Vertex AI 181 NetSuite 176 InDesign 174 Notion 174 Presto / Trino 173 Cypress 169 Tailwind CSS 166 Hive 160 Cloudflare 159 Jamf 159 Salesforce Marketing Cloud 156 Postman 152 Kinesis 148 Influencer marketing 147 Workday 147 pytest 146 Zapier 145 PHP 140 OSCP 138 Jest 138 Shopify 132 Zendesk 131 monday.com 129 SEM 128 WordPress 125 Amplitude 120 Conversion rate optimization 119 New Relic 118 jQuery 116 Cucumber 114 Verilog / VHDL 106 SwiftUI 105 Meta Ads 105 Neo4j 104 Jupyter 103 CapCut 101 Unity 98 Braze 97 XGBoost 96 SAS 93 WebGL 92 NestJS 90 Fivetran 88 Programmatic advertising 87 HashiCorp Vault 85 SEO tools 85 Nginx 84 VBA 83 Google Search Console 81 Social media tools 80 Informatica 78 Sketch 78 Keras 77 Blender 76 PCB design 76 D3.js 74 Firebase 73 Final Cut Pro 72 Vite 71 Looker Studio 71 Affiliate marketing 70 LinkedIn Ads 69 Airtable 68 Three.js 67 Flutter 67 Mixpanel 67 Webflow 66 Adobe Analytics 65 Webpack 63 Google Tag Manager 59 Svelte 57 Iterable 57 Qlik 54 DaVinci Resolve 54 Citrix 51 Klaviyo 51 Objective-C 50 Miro 49 Elixir 48 Storybook 48 UIKit 48 Appium 44 Maya 44 Lua 42 Cinema 4D 42 Sass 40 Markdown 36 Haskell 33 Express.js 31 Xcode 31 Adobe XD 30 Trello 30 Dart 29 Alteryx 29 TestRail 28 TikTok Ads 28 Mailchimp 26 Retool 25 Laravel 24 SPSS 23 Framer 21 AP Style 19 Substance 3D 16 Amazon Ads 16 Solidity 15 Clojure 11 Erlang 9 Houdini 9 ZBrush 8 Stata 3
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