States
Alabama 429 Alaska 33 Arizona 653 Arkansas 423 California 15,599 Colorado 1,531 Connecticut 338 Delaware 129 District of Columbia 1,319 Florida 1,306 Georgia 1,085 Hawaii 131 Idaho 173 Illinois 1,859 Indiana 293 Iowa 269 Kansas 106 Kentucky 156 Louisiana 99 Maine 78 Maryland 1,657 Massachusetts 2,275 Michigan 682 Minnesota 407 Mississippi 85 Missouri 473 Montana 47 Nebraska 180 Nevada 190 New Hampshire 105 New Jersey 798 New Mexico 151 New York 6,751 North Carolina 1,187 North Dakota 61 Ohio 683 Oklahoma 171 Oregon 355 Pennsylvania 873 Rhode Island 81 South Carolina 192 South Dakota 50 Tennessee 278 Texas 3,705 Utah 462 Vermont 61 Virginia 3,715 Washington 2,770 West Virginia 63 Wisconsin 318 Wyoming 48
Cities
San Francisco Bay Area, CA 10,602 New York, NY 5,660 Washington, DC 3,643 Seattle, WA 2,153 Los Angeles, CA 2,091 Boston, MA 1,345 Austin, TX 1,217 Chicago, IL 1,168 Dallas–Fort Worth, TX 1,087 Denver, CO 786 Atlanta, GA 716 Raleigh–Durham, NC 486 San Diego, CA 430 Phoenix, AZ 379 Charlotte, NC 356 Houston, TX 256 Pittsburgh, PA 229 Miami, FL 222 Salt Lake City, UT 170 Philadelphia, PA 164 Detroit, MI 140 Minneapolis, MN 137 Baltimore, MD 107 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,292 Product Manager 3,350 Engineering Manager 2,122 Program Manager 1,953 Project Manager 1,943 Data Scientist 1,550 Machine Learning Engineer 1,511 Security Engineer 1,458 Marketing Manager 1,390 Full Stack Developer 1,199 AI Engineer 1,084 DevOps Engineer 1,070 Data Engineer 900 Cybersecurity Analyst 872 IT Support Specialist 867 Backend Developer 778 Systems Administrator 771 Site Reliability Engineer 732 Graphic Designer 715 Data Analyst 650 Product Marketing Manager 629 Mobile Developer 600 Network Engineer 574 Business Analyst 552 Product Designer 539 Content Writer 524 QA Engineer 495 Growth Marketing Manager 344 Frontend Developer 331 Cloud Engineer 307 UX Designer 243 PPC Specialist 219 Email Marketing Specialist 209 Social Media Manager 194 Marketing Analyst 175 Community Manager 175 Digital Marketing Specialist 175 Video Editor 105 Creative Director 98 Brand Manager 94 SEO Specialist 82 Content Creator 78 Scrum Master 71 BI Developer 65 Influencer Marketing Manager 63 Art Director 53 Web Developer 51 Copywriter 44 Motion Designer 36 Game Designer 32 3D Artist 29 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,951 Machine learning 9,083 Product roadmapping 8,670 AWS 8,214 CI/CD 7,673 SQL 6,216 Kubernetes 6,145 LLMs 5,774 AI agents 5,425 C++ 5,162 Linux 5,154 Java 5,076 Azure 4,931 Distributed systems 4,780 Agile 4,664 Docker 4,289 Git 4,093 Google Cloud 4,092 TypeScript 3,905 Go 3,905 React 3,573 Terraform 3,340 JavaScript 3,320 Go-to-market 2,929 REST APIs 2,770 Jira 2,740 Test automation 2,683 PostgreSQL 2,458 C 2,455 Generative AI 2,448 Incident response 2,431 Product strategy 2,417 Microservices 2,405 Bash 2,294 Positioning & messaging 2,202 Excel 2,072 GitHub 1,904 Embedded systems 1,874 Node.js 1,856 Rust 1,782 PyTorch 1,737 Kafka 1,728 Stakeholder management 1,725 IAM 1,658 CRM 1,654 Product marketing 1,628 CompTIA certifications 1,612 C# 1,607 Computer vision 1,589 Scrum 1,579 Spark 1,569 Ansible 1,556 Cryptography 1,547 Firmware 1,521 GitLab 1,506 Android 1,471 Market research 1,462 Jenkins 1,419 Data modeling 1,418 Deep learning 1,371 PRDs 1,366 iOS 1,352 RAG 1,350 Data warehousing 1,320 Confluence 1,306 PMP 1,298 Design systems 1,275 NoSQL 1,256 OpenAI API 1,249 NIST 1,223 ETL 1,218 Firewalls 1,200 Vulnerability management 1,197 Salesforce 1,182 Google Workspace 1,158 Grafana 1,137 HTML 1,127 TCP/IP 1,089 Competitive analysis 1,087 Databricks 1,086 Snowflake 1,080 DNS / DHCP 1,068 Tableau 1,061 CSS 1,051 Kotlin 1,044 PowerShell 1,025 Power BI 998 Angular 991 CISSP 978 User stories 977 Prototyping 972 Scala 965 Figma 965 Prometheus 947 TensorFlow 922 MLOps 915 Brand marketing 899 GitHub Actions 891 SAP 883 Active Directory 870 A/B testing 866 Pricing strategy 840 Prompt engineering 831 Spring Boot 828 MySQL 822 Web accessibility (WCAG) 815 R 814 Zero Trust 812 NLP 806 Airflow 804 Oracle 795 Reinforcement learning 790 Elasticsearch 787 Redis 780 User research 780 OAuth 778 Unix 776 Sales enablement 771 Demand generation 761 RTOS 759 SSO / SAML 757 Splunk 751 Routing & switching 740 SOC 2 724 ServiceNow 720 VPN 708 GraphQL 703 Datadog 694 MongoDB 693 SQL Server 679 Vector databases 677 Cisco 673 JUnit 656 ITIL 651 BigQuery 649 CUDA 647 .NET 645 Helm 639 Microsoft 365 638 SIEM 636 VMware 627 SEO 624 Threat modeling 623 CCNA / CCNP 619 Technical writing 618 HIPAA 614 Serverless 603 gRPC 594 Ruby 582 CloudFormation 582 Microsoft Project 575 Next.js 562 LangChain 561 Budget management 561 FedRAMP 552 Adobe Creative Cloud 552 Marketing automation 546 SAFe 545 MATLAB 544 Product analytics 541 dbt 531 SharePoint 530 Penetration testing 524 Jetpack Compose 522 Content strategy 522 Email marketing 509 ISO 27001 501 GIAC certifications 495 Argo CD 485 pandas 470 CMS 467 scikit-learn 459 macOS 454 EDR 451 Windows Server 446 HubSpot 431 Six Sigma 429 OpenTelemetry 424 Vue.js 420 ELK Stack 418 DynamoDB 413 Typography 410 Looker 407 FastAPI 403 Chef / Puppet 403 Event marketing 388 Okta 383 FPGA 373 Google Analytics 372 Photoshop 370 Load testing 368 Video editing 365 React Native 362 Hadoop 362 SAST / DAST 339 OpenShift 338 Paid social 334 Account-based marketing 333 Illustrator 331 NumPy 329 Service mesh 327 Flink 326 Redshift 320 Intune / SCCM 320 Django 317 CISM 310 SD-WAN 301 OWASP 300 Blockchain 299 Kanban 298 GRC 295 Hugging Face 284 Wireframing 281 Motion graphics 281 RabbitMQ 278 Swift 275 Juniper 268 Selenium 266 Perl 265 ClickHouse 264 Ruby on Rails 263 OKRs 260 Playwright 256 Smartsheet 248 Power Platform 247 Content marketing 242 WebSockets 239 Cassandra 229 Unreal Engine 228 Pulumi 227 Wireshark 225 Google Ads 225 PPC 219 Information architecture 211 PCI DSS 206 Canva 206 After Effects 205 Copywriting 205 Flask 203 SOAR 203 SageMaker 193 Marketo 193 Redux 192 Premiere Pro 190 Asana 190 Vertex AI 179 InDesign 176 Notion 176 Presto / Trino 175 NetSuite 175 Cypress 172 Tailwind CSS 164 Hive 160 Cloudflare 160 Jamf 160 Kinesis 153 Salesforce Marketing Cloud 152 Postman 150 pytest 145 Zapier 145 Influencer marketing 144 Workday 144 Jest 139 OSCP 138 PHP 136 monday.com 132 SEM 131 Shopify 131 Zendesk 130 WordPress 126 Amplitude 119 Conversion rate optimization 116 New Relic 115 jQuery 114 Cucumber 113 Verilog / VHDL 107 Meta Ads 104 SwiftUI 103 Jupyter 103 Unity 102 Neo4j 101 Braze 100 CapCut 99 SAS 95 XGBoost 95 NestJS 93 WebGL 92 SEO tools 91 Google Search Console 87 Programmatic advertising 86 Fivetran 85 Nginx 84 HashiCorp Vault 84 Keras 83 VBA 82 Social media tools 79 Blender 78 PCB design 78 Informatica 76 Sketch 75 Firebase 73 Vite 72 Looker Studio 72 Affiliate marketing 71 D3.js 70 Mixpanel 69 Final Cut Pro 69 Airtable 69 LinkedIn Ads 68 Flutter 67 Adobe Analytics 67 Three.js 66 Webflow 65 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 UIKit 47 Storybook 46 Cinema 4D 44 Maya 44 Lua 43 Appium 42 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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