States
Alabama 434 Alaska 33 Arizona 654 Arkansas 429 California 15,642 Colorado 1,542 Connecticut 339 Delaware 128 District of Columbia 1,326 Florida 1,309 Georgia 1,095 Hawaii 132 Idaho 174 Illinois 1,872 Indiana 294 Iowa 271 Kansas 108 Kentucky 156 Louisiana 100 Maine 79 Maryland 1,656 Massachusetts 2,290 Michigan 683 Minnesota 406 Mississippi 86 Missouri 474 Montana 48 Nebraska 181 Nevada 187 New Hampshire 106 New Jersey 801 New Mexico 152 New York 6,774 North Carolina 1,183 North Dakota 62 Ohio 685 Oklahoma 173 Oregon 356 Pennsylvania 875 Rhode Island 82 South Carolina 193 South Dakota 51 Tennessee 278 Texas 3,722 Utah 461 Vermont 62 Virginia 3,714 Washington 2,778 West Virginia 64 Wisconsin 318 Wyoming 49
Cities
San Francisco Bay Area, CA 10,630 New York, NY 5,678 Washington, DC 3,649 Seattle, WA 2,162 Los Angeles, CA 2,094 Boston, MA 1,352 Austin, TX 1,220 Chicago, IL 1,175 Dallas–Fort Worth, TX 1,097 Denver, CO 792 Atlanta, GA 721 Raleigh–Durham, NC 482 San Diego, CA 427 Phoenix, AZ 379 Charlotte, NC 354 Houston, TX 257 Pittsburgh, PA 229 Miami, FL 223 Salt Lake City, UT 169 Philadelphia, PA 165 Detroit, MI 141 Minneapolis, MN 137 Baltimore, MD 107 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,309 Product Manager 3,358 Engineering Manager 2,128 Program Manager 1,959 Project Manager 1,943 Data Scientist 1,549 Machine Learning Engineer 1,513 Security Engineer 1,465 Marketing Manager 1,393 Full Stack Developer 1,201 AI Engineer 1,090 DevOps Engineer 1,069 Data Engineer 906 Cybersecurity Analyst 873 IT Support Specialist 866 Backend Developer 783 Systems Administrator 769 Site Reliability Engineer 738 Graphic Designer 718 Data Analyst 651 Product Marketing Manager 631 Mobile Developer 600 Network Engineer 573 Business Analyst 555 Product Designer 540 Content Writer 524 QA Engineer 492 Growth Marketing Manager 348 Frontend Developer 329 Cloud Engineer 306 UX Designer 245 PPC Specialist 218 Email Marketing Specialist 209 Social Media Manager 197 Community Manager 176 Digital Marketing Specialist 176 Marketing Analyst 175 Video Editor 105 Creative Director 98 Brand Manager 94 SEO Specialist 83 Content Creator 78 Scrum Master 72 BI Developer 64 Influencer Marketing Manager 63 Web Developer 51 Art Director 51 Copywriter 45 Motion Designer 36 Game Designer 32 3D Artist 29 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,969 Machine learning 9,103 Product roadmapping 8,690 AWS 8,222 CI/CD 7,692 SQL 6,224 Kubernetes 6,161 LLMs 5,784 AI agents 5,437 C++ 5,175 Linux 5,164 Java 5,078 Azure 4,935 Distributed systems 4,788 Agile 4,665 Docker 4,296 Google Cloud 4,096 Git 4,095 Go 3,917 TypeScript 3,910 React 3,572 Terraform 3,348 JavaScript 3,323 Go-to-market 2,942 REST APIs 2,770 Jira 2,739 Test automation 2,687 C 2,459 PostgreSQL 2,457 Generative AI 2,452 Incident response 2,438 Product strategy 2,420 Microservices 2,406 Bash 2,294 Positioning & messaging 2,207 Excel 2,073 GitHub 1,907 Embedded systems 1,879 Node.js 1,859 Rust 1,789 PyTorch 1,738 Stakeholder management 1,738 Kafka 1,730 CRM 1,662 IAM 1,660 Product marketing 1,636 C# 1,612 CompTIA certifications 1,608 Computer vision 1,592 Scrum 1,582 Spark 1,574 Ansible 1,558 Cryptography 1,552 Firmware 1,522 GitLab 1,506 Android 1,468 Market research 1,463 Data modeling 1,424 Jenkins 1,420 Deep learning 1,372 PRDs 1,364 RAG 1,352 iOS 1,348 Data warehousing 1,327 Confluence 1,306 PMP 1,300 Design systems 1,276 NoSQL 1,259 OpenAI API 1,247 NIST 1,225 ETL 1,223 Firewalls 1,203 Vulnerability management 1,199 Salesforce 1,185 Google Workspace 1,157 Grafana 1,140 HTML 1,132 Databricks 1,094 Competitive analysis 1,094 TCP/IP 1,091 Snowflake 1,086 DNS / DHCP 1,069 Tableau 1,067 CSS 1,056 Kotlin 1,046 PowerShell 1,026 Power BI 1,002 Angular 990 User stories 980 CISSP 978 Prototyping 977 Figma 967 Scala 966 Prometheus 949 TensorFlow 923 MLOps 920 Brand marketing 905 GitHub Actions 896 SAP 884 Active Directory 869 A/B testing 863 Pricing strategy 845 Prompt engineering 832 Spring Boot 826 MySQL 826 Web accessibility (WCAG) 819 Zero Trust 816 R 814 NLP 806 Airflow 804 Oracle 795 Reinforcement learning 790 Elasticsearch 787 OAuth 782 Redis 781 Unix 780 User research 779 Sales enablement 771 Demand generation 766 RTOS 762 SSO / SAML 757 Splunk 755 Routing & switching 738 SOC 2 723 ServiceNow 721 VPN 705 GraphQL 704 Datadog 694 MongoDB 693 SQL Server 681 Vector databases 675 Cisco 673 JUnit 654 BigQuery 651 CUDA 651 ITIL 650 .NET 646 Helm 638 SIEM 638 Microsoft 365 637 Threat modeling 628 VMware 625 SEO 625 CCNA / CCNP 620 Technical writing 620 HIPAA 616 Serverless 604 gRPC 592 CloudFormation 582 Ruby 581 Microsoft Project 574 LangChain 562 Budget management 562 Next.js 561 Adobe Creative Cloud 553 FedRAMP 551 Marketing automation 549 SAFe 545 MATLAB 544 Product analytics 537 dbt 534 SharePoint 531 Penetration testing 527 Content strategy 525 Jetpack Compose 522 Email marketing 511 ISO 27001 502 GIAC certifications 497 Argo CD 483 pandas 470 CMS 468 scikit-learn 460 macOS 452 EDR 451 Windows Server 445 HubSpot 434 OpenTelemetry 428 Six Sigma 427 Vue.js 419 ELK Stack 419 DynamoDB 413 Typography 412 Looker 407 FastAPI 405 Chef / Puppet 404 Event marketing 388 Okta 381 Google Analytics 373 FPGA 372 Load testing 370 Photoshop 368 Video editing 365 Hadoop 364 React Native 363 OpenShift 339 Paid social 338 SAST / DAST 337 Account-based marketing 335 Illustrator 331 NumPy 329 Flink 327 Service mesh 326 Redshift 322 Intune / SCCM 318 Django 317 CISM 312 SD-WAN 301 OWASP 300 Blockchain 300 Kanban 298 GRC 295 Hugging Face 283 Wireframing 282 Motion graphics 281 RabbitMQ 278 Swift 275 Juniper 268 Perl 266 Selenium 266 ClickHouse 264 Ruby on Rails 261 OKRs 261 Playwright 257 Smartsheet 248 Power Platform 247 Content marketing 243 WebSockets 239 Cassandra 230 Unreal Engine 230 Pulumi 227 Wireshark 226 Google Ads 225 PPC 219 Information architecture 211 Copywriting 207 PCI DSS 206 Flask 205 SOAR 205 Canva 205 After Effects 205 Marketo 194 SageMaker 193 Redux 192 Asana 191 Premiere Pro 190 Vertex AI 180 NetSuite 177 InDesign 176 Notion 176 Presto / Trino 175 Cypress 171 Tailwind CSS 163 Hive 162 Cloudflare 160 Jamf 157 Salesforce Marketing Cloud 154 Kinesis 153 Postman 150 pytest 145 Influencer marketing 145 Zapier 145 Workday 144 OSCP 140 Jest 139 PHP 136 monday.com 132 SEM 131 Shopify 131 Zendesk 130 WordPress 126 Amplitude 119 jQuery 115 New Relic 115 Conversion rate optimization 115 Cucumber 113 Verilog / VHDL 107 Meta Ads 106 SwiftUI 103 Jupyter 103 Unity 103 Neo4j 101 CapCut 100 Braze 100 SAS 95 XGBoost 95 NestJS 93 WebGL 92 SEO tools 92 Google Search Console 88 Programmatic advertising 86 Fivetran 85 Nginx 84 HashiCorp Vault 84 Keras 83 VBA 82 Blender 79 Social media tools 79 PCB design 79 Sketch 77 Informatica 76 Firebase 73 Vite 72 Looker Studio 72 Affiliate marketing 71 D3.js 70 LinkedIn Ads 70 Mixpanel 69 Final Cut Pro 69 Airtable 69 Adobe Analytics 67 Three.js 66 Flutter 66 Webflow 66 Webpack 61 Iterable 59 Google Tag Manager 57 DaVinci Resolve 55 Svelte 54 Qlik 54 Citrix 51 Klaviyo 51 Miro 50 Objective-C 49 Elixir 47 Storybook 47 UIKit 47 Cinema 4D 44 Maya 44 Lua 43 Appium 41 Sass 40 Markdown 35 Haskell 33 Xcode 32 Adobe XD 31 Trello 31 Alteryx 30 Dart 29 Express.js 29 TikTok Ads 28 TestRail 27 Mailchimp 26 Laravel 24 Retool 24 SPSS 22 Framer 21 AP Style 19 Substance 3D 17 Amazon Ads 16 Solidity 14 Houdini 13 Clojure 11 Erlang 9 ZBrush 8 Stata 3
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