States
Alabama 449 Alaska 43 Arizona 622 Arkansas 438 California 15,323 Colorado 1,541 Connecticut 344 Delaware 129 District of Columbia 1,293 Florida 1,262 Georgia 1,058 Hawaii 134 Idaho 174 Illinois 1,817 Indiana 304 Iowa 282 Kansas 118 Kentucky 159 Louisiana 108 Maine 76 Maryland 1,645 Massachusetts 2,278 Michigan 684 Minnesota 394 Mississippi 92 Missouri 456 Montana 47 Nebraska 180 Nevada 200 New Hampshire 107 New Jersey 796 New Mexico 158 New York 6,671 North Carolina 1,161 North Dakota 74 Ohio 681 Oklahoma 188 Oregon 345 Pennsylvania 891 Rhode Island 90 South Carolina 198 South Dakota 58 Tennessee 282 Texas 3,595 Utah 457 Vermont 71 Virginia 3,686 Washington 2,739 West Virginia 75 Wisconsin 325 Wyoming 62
Cities
San Francisco Bay Area, CA 10,430 New York, NY 5,596 Washington, DC 3,602 Seattle, WA 2,121 Los Angeles, CA 2,048 Boston, MA 1,351 Austin, TX 1,179 Chicago, IL 1,128 Dallas–Fort Worth, TX 1,039 Denver, CO 793 Atlanta, GA 679 Raleigh–Durham, NC 474 San Diego, CA 426 Phoenix, AZ 354 Charlotte, NC 330 Houston, TX 252 Pittsburgh, PA 224 Miami, FL 209 Philadelphia, PA 171 Salt Lake City, UT 164 Detroit, MI 144 Minneapolis, MN 124 Baltimore, MD 105 Nashville, TN 66 Portland, OR 27
Role
Software Engineer 11,245 Product Manager 3,271 Engineering Manager 2,104 Project Manager 1,912 Program Manager 1,910 Data Scientist 1,570 Machine Learning Engineer 1,512 Security Engineer 1,427 Marketing Manager 1,346 Full Stack Developer 1,192 AI Engineer 1,067 DevOps Engineer 1,058 Data Engineer 898 IT Support Specialist 852 Cybersecurity Analyst 835 Backend Developer 793 Systems Administrator 766 Site Reliability Engineer 720 Graphic Designer 695 Data Analyst 645 Product Marketing Manager 605 Mobile Developer 596 Network Engineer 569 Business Analyst 545 Product Designer 524 Content Writer 515 QA Engineer 492 Growth Marketing Manager 349 Frontend Developer 334 Cloud Engineer 305 UX Designer 245 PPC Specialist 218 Email Marketing Specialist 205 Social Media Manager 199 Digital Marketing Specialist 184 Marketing Analyst 173 Community Manager 170 Video Editor 104 Brand Manager 94 Creative Director 84 Content Creator 80 SEO Specialist 79 Scrum Master 71 Influencer Marketing Manager 67 BI Developer 60 Web Developer 51 Art Director 49 Copywriter 49 Motion Designer 37 Game Designer 37 3D Artist 28 Animator 23 UI Designer 21 Web Designer 16
Skills
Python 14,815 Machine learning 9,070 Product roadmapping 8,517 AWS 8,230 CI/CD 7,574 SQL 6,185 Kubernetes 6,109 LLMs 5,713 AI agents 5,315 C++ 5,123 Linux 5,055 Java 5,010 Azure 4,857 Distributed systems 4,708 Agile 4,601 Docker 4,268 Google Cloud 4,078 Git 4,075 TypeScript 3,899 Go 3,840 React 3,561 Terraform 3,331 JavaScript 3,302 Go-to-market 2,818 REST APIs 2,740 Jira 2,663 Test automation 2,635 PostgreSQL 2,471 Generative AI 2,450 C 2,429 Product strategy 2,401 Microservices 2,385 Incident response 2,365 Bash 2,229 Positioning & messaging 2,146 Excel 2,034 GitHub 1,873 Embedded systems 1,862 Node.js 1,841 Rust 1,757 Stakeholder management 1,718 PyTorch 1,715 Kafka 1,700 CRM 1,619 IAM 1,613 CompTIA certifications 1,613 Product marketing 1,599 C# 1,593 Scrum 1,589 Spark 1,577 Computer vision 1,568 Cryptography 1,507 Ansible 1,500 Firmware 1,475 GitLab 1,472 Android 1,461 Market research 1,427 Data modeling 1,419 Jenkins 1,395 Deep learning 1,367 PRDs 1,353 iOS 1,330 RAG 1,316 Data warehousing 1,305 Design systems 1,274 Confluence 1,262 PMP 1,254 NoSQL 1,243 OpenAI API 1,219 ETL 1,211 NIST 1,191 Google Workspace 1,177 Vulnerability management 1,169 Firewalls 1,167 Salesforce 1,159 HTML 1,143 Grafana 1,118 CSS 1,076 Databricks 1,067 Competitive analysis 1,067 TCP/IP 1,065 Snowflake 1,061 Tableau 1,053 Kotlin 1,034 DNS / DHCP 1,028 PowerShell 997 Prototyping 979 Angular 975 Power BI 974 CISSP 965 Figma 963 User stories 951 MLOps 945 TensorFlow 941 Scala 936 Prometheus 924 GitHub Actions 890 Brand marketing 874 SAP 871 A/B testing 855 R 854 Active Directory 852 Spring Boot 847 NLP 840 Web accessibility (WCAG) 830 Prompt engineering 823 MySQL 816 Airflow 816 Zero Trust 808 Pricing strategy 799 Redis 791 User research 791 Oracle 788 Elasticsearch 788 Demand generation 774 Reinforcement learning 767 Unix 759 RTOS 755 SSO / SAML 752 Sales enablement 752 OAuth 745 Splunk 726 Routing & switching 716 GraphQL 711 ServiceNow 708 SOC 2 707 VPN 697 MongoDB 684 Vector databases 682 Datadog 677 SQL Server 656 BigQuery 653 ITIL 653 JUnit 646 Cisco 641 Helm 632 CUDA 630 SEO 628 .NET 627 SIEM 624 VMware 622 Microsoft 365 620 CCNA / CCNP 610 HIPAA 610 Technical writing 600 Serverless 593 gRPC 591 CloudFormation 583 Threat modeling 582 Ruby 579 Microsoft Project 569 Next.js 563 LangChain 560 MATLAB 547 dbt 540 Budget management 539 Adobe Creative Cloud 536 Product analytics 536 FedRAMP 532 Marketing automation 530 Content strategy 527 Email marketing 520 SAFe 519 Jetpack Compose 518 SharePoint 508 Penetration testing 507 ISO 27001 493 scikit-learn 486 GIAC certifications 483 pandas 482 Argo CD 475 CMS 475 EDR 443 Windows Server 441 macOS 441 Looker 438 HubSpot 422 DynamoDB 419 Six Sigma 414 ELK Stack 413 Vue.js 410 Typography 409 OpenTelemetry 402 FastAPI 395 Event marketing 395 Chef / Puppet 384 FPGA 375 Hadoop 373 Photoshop 370 Google Analytics 369 Okta 369 Load testing 364 React Native 363 Video editing 359 Paid social 342 OpenShift 339 Service mesh 335 NumPy 332 Illustrator 331 Account-based marketing 331 SAST / DAST 329 Django 326 Redshift 321 Flink 314 Intune / SCCM 314 CISM 301 Kanban 300 Blockchain 296 Wireframing 295 SD-WAN 287 GRC 284 Hugging Face 283 OWASP 283 Motion graphics 279 RabbitMQ 273 Swift 270 Selenium 267 Ruby on Rails 265 Perl 259 Juniper 256 ClickHouse 254 Playwright 254 Power Platform 250 OKRs 248 WebSockets 236 Smartsheet 235 Content marketing 235 Cassandra 233 Unreal Engine 231 Google Ads 223 Wireshark 221 Pulumi 219 Flask 217 PPC 216 After Effects 207 Information architecture 204 PCI DSS 202 Canva 201 Copywriting 200 SageMaker 198 Redux 192 SOAR 192 Asana 192 Marketo 187 Premiere Pro 186 Vertex AI 181 InDesign 178 Notion 178 Tailwind CSS 177 Presto / Trino 172 Cypress 169 NetSuite 169 Hive 163 Kinesis 156 Cloudflare 154 Jamf 154 Salesforce Marketing Cloud 150 Workday 149 PHP 146 Influencer marketing 146 Postman 145 pytest 143 Zapier 141 Jest 139 OSCP 136 Zendesk 133 monday.com 130 Shopify 128 SEM 127 WordPress 122 Amplitude 121 New Relic 121 Conversion rate optimization 121 jQuery 120 Cucumber 111 Verilog / VHDL 106 SwiftUI 103 Neo4j 103 Meta Ads 103 Unity 102 Jupyter 101 CapCut 101 XGBoost 100 SAS 96 Braze 96 Fivetran 94 NestJS 92 WebGL 90 Programmatic advertising 90 SEO tools 90 VBA 87 Google Search Console 85 Sketch 84 Nginx 81 Social media tools 81 HashiCorp Vault 80 Blender 79 Airtable 78 Keras 77 Informatica 76 D3.js 73 Looker Studio 72 PCB design 72 Affiliate marketing 70 Three.js 69 Firebase 69 Vite 68 Webflow 68 Final Cut Pro 68 LinkedIn Ads 68 Mixpanel 65 Adobe Analytics 65 Flutter 64 Webpack 60 Svelte 57 Google Tag Manager 57 Qlik 56 Iterable 56 Citrix 54 DaVinci Resolve 53 Elixir 51 Storybook 51 Miro 49 Klaviyo 49 UIKit 48 Maya 48 Objective-C 47 Appium 47 Cinema 4D 42 Lua 41 Sass 38 Markdown 35 Xcode 33 Adobe XD 33 Express.js 32 Haskell 30 Dart 29 Trello 29 TikTok Ads 29 Alteryx 28 TestRail 27 Mailchimp 26 Laravel 25 Framer 24 Retool 22 SPSS 21 AP Style 20 Solidity 17 Substance 3D 16 Amazon Ads 15 Houdini 12 Clojure 11 Erlang 8 ZBrush 7 Stata 4
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