States
Alabama 431 Alaska 36 Arizona 633 Arkansas 422 California 15,692 Colorado 1,516 Connecticut 331 Delaware 130 District of Columbia 1,323 Florida 1,304 Georgia 1,082 Hawaii 135 Idaho 176 Illinois 1,852 Indiana 294 Iowa 265 Kansas 110 Kentucky 158 Louisiana 102 Maine 80 Maryland 1,651 Massachusetts 2,276 Michigan 672 Minnesota 393 Mississippi 89 Missouri 467 Montana 49 Nebraska 181 Nevada 191 New Hampshire 112 New Jersey 783 New Mexico 153 New York 6,790 North Carolina 1,165 North Dakota 64 Ohio 681 Oklahoma 173 Oregon 355 Pennsylvania 872 Rhode Island 82 South Carolina 191 South Dakota 53 Tennessee 285 Texas 3,719 Utah 459 Vermont 63 Virginia 3,693 Washington 2,786 West Virginia 66 Wisconsin 321 Wyoming 51
Cities
San Francisco Bay Area, CA 10,665 New York, NY 5,699 Washington, DC 3,642 Seattle, WA 2,174 Los Angeles, CA 2,093 Boston, MA 1,354 Austin, TX 1,237 Chicago, IL 1,163 Dallas–Fort Worth, TX 1,075 Denver, CO 784 Atlanta, GA 706 Raleigh–Durham, NC 480 San Diego, CA 421 Phoenix, AZ 355 Charlotte, NC 344 Houston, TX 260 Pittsburgh, PA 232 Miami, FL 223 Salt Lake City, UT 172 Philadelphia, PA 163 Detroit, MI 142 Minneapolis, MN 125 Baltimore, MD 106 Nashville, TN 59 Portland, OR 28
Role
Software Engineer 11,272 Product Manager 3,341 Engineering Manager 2,134 Program Manager 1,959 Project Manager 1,931 Data Scientist 1,531 Machine Learning Engineer 1,517 Security Engineer 1,470 Marketing Manager 1,394 Full Stack Developer 1,208 AI Engineer 1,107 DevOps Engineer 1,079 Data Engineer 894 IT Support Specialist 860 Cybersecurity Analyst 857 Backend Developer 804 Systems Administrator 766 Site Reliability Engineer 751 Graphic Designer 721 Data Analyst 637 Product Marketing Manager 636 Mobile Developer 591 Network Engineer 570 Business Analyst 551 Product Designer 542 Content Writer 521 QA Engineer 490 Growth Marketing Manager 350 Frontend Developer 336 Cloud Engineer 304 UX Designer 243 PPC Specialist 216 Email Marketing Specialist 203 Social Media Manager 198 Marketing Analyst 177 Community Manager 175 Digital Marketing Specialist 172 Video Editor 104 Creative Director 96 Brand Manager 93 SEO Specialist 81 Content Creator 78 Scrum Master 71 BI Developer 65 Influencer Marketing Manager 61 Web Developer 52 Art Director 51 Copywriter 46 Motion Designer 33 Game Designer 33 3D Artist 29 UI Designer 24 Animator 21 Web Designer 15
Skills
Python 14,928 Machine learning 9,098 Product roadmapping 8,699 AWS 8,218 CI/CD 7,677 SQL 6,177 Kubernetes 6,174 LLMs 5,796 AI agents 5,460 C++ 5,161 Linux 5,156 Java 5,059 Azure 4,925 Distributed systems 4,827 Agile 4,577 Docker 4,297 Google Cloud 4,091 Git 4,071 Go 3,953 TypeScript 3,933 React 3,584 Terraform 3,364 JavaScript 3,301 Go-to-market 2,955 REST APIs 2,757 Jira 2,690 Test automation 2,675 PostgreSQL 2,467 Incident response 2,452 C 2,446 Generative AI 2,429 Product strategy 2,424 Microservices 2,392 Bash 2,287 Positioning & messaging 2,209 Excel 2,073 GitHub 1,898 Embedded systems 1,875 Node.js 1,853 Rust 1,811 Kafka 1,732 PyTorch 1,730 Stakeholder management 1,730 IAM 1,665 CRM 1,653 Product marketing 1,645 C# 1,609 CompTIA certifications 1,600 Computer vision 1,582 Spark 1,573 Scrum 1,572 Cryptography 1,560 Ansible 1,555 Firmware 1,528 GitLab 1,486 Android 1,464 Market research 1,463 Data modeling 1,441 Jenkins 1,402 Deep learning 1,361 PRDs 1,355 iOS 1,347 RAG 1,341 Data warehousing 1,321 PMP 1,316 Confluence 1,286 Design systems 1,280 NoSQL 1,259 OpenAI API 1,239 ETL 1,217 Firewalls 1,209 NIST 1,209 Salesforce 1,194 Vulnerability management 1,191 Google Workspace 1,153 Grafana 1,141 HTML 1,120 TCP/IP 1,106 Competitive analysis 1,094 Snowflake 1,084 DNS / DHCP 1,084 Databricks 1,082 Tableau 1,063 CSS 1,050 Kotlin 1,043 PowerShell 1,029 Power BI 1,005 Angular 991 CISSP 981 Prototyping 975 Scala 973 Figma 969 Prometheus 958 User stories 958 MLOps 925 Brand marketing 906 TensorFlow 903 GitHub Actions 902 SAP 881 Active Directory 866 A/B testing 855 Pricing strategy 844 MySQL 819 Zero Trust 814 Prompt engineering 812 Web accessibility (WCAG) 808 Spring Boot 804 Airflow 801 R 800 Reinforcement learning 798 Redis 788 NLP 788 OAuth 784 Oracle 784 Elasticsearch 782 Demand generation 774 Unix 769 User research 769 Sales enablement 769 RTOS 753 SSO / SAML 752 Splunk 751 Routing & switching 737 SOC 2 722 ServiceNow 718 VPN 709 Datadog 706 GraphQL 702 MongoDB 686 SQL Server 678 Cisco 672 .NET 656 Vector databases 654 CUDA 651 ITIL 645 JUnit 645 BigQuery 644 Helm 642 Microsoft 365 642 SIEM 635 VMware 631 Threat modeling 630 SEO 627 Technical writing 627 CCNA / CCNP 621 Serverless 617 HIPAA 607 gRPC 595 CloudFormation 585 Microsoft Project 575 Ruby 573 Budget management 572 Next.js 565 LangChain 556 Adobe Creative Cloud 556 FedRAMP 551 Marketing automation 548 MATLAB 542 dbt 536 SharePoint 532 Content strategy 528 Penetration testing 524 SAFe 523 Product analytics 523 Jetpack Compose 518 ISO 27001 504 Email marketing 501 GIAC certifications 497 Argo CD 486 pandas 466 macOS 459 CMS 459 EDR 449 scikit-learn 447 Windows Server 447 HubSpot 439 OpenTelemetry 435 Six Sigma 431 Vue.js 417 ELK Stack 417 Typography 413 FastAPI 408 DynamoDB 405 Chef / Puppet 403 Looker 396 Event marketing 395 Okta 377 Google Analytics 376 FPGA 373 Photoshop 367 React Native 365 Hadoop 364 Load testing 362 Video editing 361 SAST / DAST 340 Account-based marketing 335 Flink 332 OpenShift 330 Illustrator 329 Paid social 329 NumPy 324 Service mesh 320 Redshift 317 Intune / SCCM 316 CISM 315 Django 313 SD-WAN 306 OWASP 299 GRC 297 Blockchain 295 Kanban 291 RabbitMQ 284 Hugging Face 280 Wireframing 279 Motion graphics 279 ClickHouse 269 Juniper 269 Swift 268 Perl 264 Selenium 262 OKRs 262 Ruby on Rails 258 Playwright 253 Smartsheet 247 Power Platform 247 Content marketing 243 WebSockets 240 Unreal Engine 232 Wireshark 231 Pulumi 230 Cassandra 227 Google Ads 225 PPC 217 PCI DSS 207 Information architecture 207 Canva 206 Copywriting 205 Flask 204 SOAR 204 After Effects 203 Redux 196 Premiere Pro 194 Marketo 194 SageMaker 192 Asana 189 Vertex AI 181 Presto / Trino 177 Notion 177 NetSuite 177 InDesign 174 Cypress 169 Hive 161 Tailwind CSS 159 Cloudflare 158 Postman 153 Kinesis 152 Jamf 152 Salesforce Marketing Cloud 147 pytest 146 Zapier 146 OSCP 144 Influencer marketing 144 Workday 144 PHP 139 Jest 138 Shopify 134 monday.com 133 Zendesk 129 SEM 129 WordPress 124 Amplitude 118 New Relic 118 jQuery 117 Cucumber 114 Conversion rate optimization 114 Verilog / VHDL 109 Meta Ads 108 Jupyter 102 Unity 102 SwiftUI 101 Neo4j 99 CapCut 99 Braze 96 NestJS 95 SAS 94 WebGL 93 SEO tools 89 Programmatic advertising 87 Fivetran 86 Nginx 85 XGBoost 85 Google Search Console 85 Blender 83 HashiCorp Vault 82 Keras 81 VBA 78 PCB design 78 Sketch 77 Social media tools 77 Informatica 76 Vite 72 Final Cut Pro 72 Affiliate marketing 72 Firebase 71 Looker Studio 71 LinkedIn Ads 71 Mixpanel 69 D3.js 67 Airtable 67 Three.js 66 Flutter 66 Webflow 66 Webpack 61 Adobe Analytics 60 DaVinci Resolve 57 Qlik 56 Iterable 56 Google Tag Manager 55 Svelte 54 Citrix 54 Klaviyo 51 Storybook 50 Objective-C 49 Miro 49 Elixir 47 Maya 46 Lua 45 UIKit 44 Cinema 4D 42 Sass 41 Appium 40 Markdown 35 Haskell 34 Adobe XD 32 Xcode 31 Dart 30 Alteryx 30 Trello 29 Express.js 28 TestRail 28 TikTok Ads 28 Mailchimp 26 Laravel 25 SPSS 23 Retool 23 Framer 21 AP Style 21 Substance 3D 17 Amazon Ads 17 Houdini 15 Solidity 14 Clojure 11 Erlang 9 ZBrush 8 Stata 3
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