States
Alabama 430 Alaska 36 Arizona 631 Arkansas 338 California 15,701 Colorado 1,538 Connecticut 325 Delaware 133 District of Columbia 1,313 Florida 1,321 Georgia 1,116 Hawaii 133 Idaho 176 Illinois 1,856 Indiana 306 Iowa 275 Kansas 113 Kentucky 167 Louisiana 102 Maine 76 Maryland 1,638 Massachusetts 2,273 Michigan 681 Minnesota 399 Mississippi 90 Missouri 482 Montana 49 Nebraska 179 Nevada 196 New Hampshire 112 New Jersey 792 New Mexico 162 New York 6,834 North Carolina 1,169 North Dakota 64 Ohio 692 Oklahoma 177 Oregon 357 Pennsylvania 896 Rhode Island 86 South Carolina 190 South Dakota 54 Tennessee 283 Texas 3,748 Utah 463 Vermont 64 Virginia 3,726 Washington 2,771 West Virginia 66 Wisconsin 322 Wyoming 49
Cities
San Francisco Bay Area, CA 10,637 New York, NY 5,745 Washington, DC 3,652 Seattle, WA 2,163 Los Angeles, CA 2,113 Boston, MA 1,341 Austin, TX 1,243 Chicago, IL 1,153 Dallas–Fort Worth, TX 1,087 Denver, CO 794 Atlanta, GA 724 Raleigh–Durham, NC 488 San Diego, CA 420 Phoenix, AZ 352 Charlotte, NC 340 Houston, TX 260 Pittsburgh, PA 229 Miami, FL 223 Salt Lake City, UT 174 Philadelphia, PA 164 Detroit, MI 141 Minneapolis, MN 124 Baltimore, MD 101 Nashville, TN 59 Portland, OR 31
Role
Software Engineer 11,227 Product Manager 3,372 Engineering Manager 2,142 Program Manager 1,970 Project Manager 1,956 Data Scientist 1,526 Machine Learning Engineer 1,525 Security Engineer 1,481 Marketing Manager 1,420 Full Stack Developer 1,211 AI Engineer 1,116 DevOps Engineer 1,083 Data Engineer 886 IT Support Specialist 869 Cybersecurity Analyst 854 Backend Developer 794 Systems Administrator 767 Site Reliability Engineer 748 Graphic Designer 728 Data Analyst 644 Product Marketing Manager 633 Mobile Developer 580 Network Engineer 571 Product Designer 547 Business Analyst 544 Content Writer 526 QA Engineer 492 Growth Marketing Manager 357 Frontend Developer 336 Cloud Engineer 289 UX Designer 239 PPC Specialist 218 Social Media Manager 203 Email Marketing Specialist 199 Marketing Analyst 181 Community Manager 178 Digital Marketing Specialist 174 Video Editor 105 Creative Director 99 Brand Manager 88 SEO Specialist 79 Content Creator 77 Scrum Master 72 Influencer Marketing Manager 64 BI Developer 62 Art Director 52 Web Developer 46 Copywriter 45 Game Designer 33 Motion Designer 31 3D Artist 30 UI Designer 25 Animator 22 Web Designer 15
Skills
Python 14,844 Machine learning 9,103 Product roadmapping 8,747 AWS 8,169 CI/CD 7,587 Kubernetes 6,125 SQL 6,109 LLMs 5,802 AI agents 5,523 Linux 5,174 C++ 5,160 Java 4,983 Azure 4,886 Distributed systems 4,825 Agile 4,560 Docker 4,246 Google Cloud 4,056 Git 4,049 Go 3,976 TypeScript 3,905 React 3,531 Terraform 3,349 JavaScript 3,222 Go-to-market 2,988 Test automation 2,681 REST APIs 2,660 Jira 2,659 Incident response 2,457 C 2,453 Product strategy 2,450 PostgreSQL 2,434 Generative AI 2,406 Microservices 2,365 Bash 2,275 Positioning & messaging 2,241 Excel 2,074 Embedded systems 1,900 GitHub 1,866 Rust 1,822 Node.js 1,812 Stakeholder management 1,725 PyTorch 1,722 CRM 1,683 Kafka 1,672 Product marketing 1,665 IAM 1,663 CompTIA certifications 1,586 Scrum 1,574 Computer vision 1,573 Cryptography 1,566 C# 1,563 Ansible 1,553 Spark 1,544 Firmware 1,520 GitLab 1,476 Market research 1,468 Android 1,438 Data modeling 1,432 RAG 1,347 Jenkins 1,340 Data warehousing 1,337 Deep learning 1,337 PMP 1,335 iOS 1,330 PRDs 1,328 Confluence 1,272 Design systems 1,265 NIST 1,221 NoSQL 1,217 OpenAI API 1,215 Firewalls 1,212 Salesforce 1,212 ETL 1,211 Vulnerability management 1,204 Google Workspace 1,122 Grafana 1,109 Competitive analysis 1,108 TCP/IP 1,104 HTML 1,097 DNS / DHCP 1,097 Snowflake 1,084 Databricks 1,082 Tableau 1,044 PowerShell 1,033 Kotlin 1,028 CSS 1,024 Power BI 999 CISSP 995 Prototyping 993 Scala 971 Angular 967 Figma 963 MLOps 932 Prometheus 932 GitHub Actions 909 Brand marketing 907 User stories 898 TensorFlow 897 SAP 897 Active Directory 870 Pricing strategy 857 A/B testing 843 Prompt engineering 826 Zero Trust 814 Web accessibility (WCAG) 805 Reinforcement learning 804 R 794 OAuth 790 Airflow 790 Demand generation 790 MySQL 779 NLP 777 Spring Boot 774 Sales enablement 773 User research 768 Redis 767 Oracle 765 Unix 762 SSO / SAML 754 RTOS 754 Elasticsearch 750 Routing & switching 746 SOC 2 725 Splunk 716 VPN 715 ServiceNow 703 GraphQL 689 Datadog 684 MongoDB 677 Cisco 672 Microsoft 365 657 ITIL 656 Vector databases 654 SQL Server 653 CUDA 647 VMware 639 .NET 638 SIEM 636 Technical writing 633 BigQuery 631 Helm 629 Threat modeling 629 SEO 628 Serverless 626 CCNA / CCNP 621 JUnit 621 HIPAA 608 gRPC 595 Microsoft Project 595 CloudFormation 587 Budget management 579 Ruby 564 Marketing automation 561 LangChain 560 Next.js 557 Adobe Creative Cloud 553 FedRAMP 552 MATLAB 545 SAFe 541 dbt 536 SharePoint 533 Content strategy 527 Penetration testing 522 Jetpack Compose 517 Email marketing 514 Product analytics 511 ISO 27001 508 GIAC certifications 501 Argo CD 481 CMS 469 macOS 463 EDR 457 pandas 456 scikit-learn 453 Windows Server 453 HubSpot 450 Six Sigma 445 OpenTelemetry 439 FastAPI 412 Typography 412 ELK Stack 411 Vue.js 409 DynamoDB 406 Chef / Puppet 404 Looker 402 Event marketing 398 Google Analytics 380 Okta 379 FPGA 376 Video editing 369 Photoshop 368 SAST / DAST 354 Load testing 351 React Native 349 Hadoop 348 Account-based marketing 346 Flink 341 OpenShift 335 Paid social 333 CISM 329 Illustrator 326 Intune / SCCM 322 Service mesh 319 NumPy 318 Redshift 312 SD-WAN 309 Django 307 OWASP 305 GRC 300 Blockchain 297 Kanban 293 Motion graphics 283 Hugging Face 276 RabbitMQ 268 ClickHouse 267 Juniper 262 Swift 260 Wireframing 258 Perl 256 Ruby on Rails 255 Playwright 254 OKRs 253 Smartsheet 251 Content marketing 244 Power Platform 244 Selenium 241 Unreal Engine 239 WebSockets 233 Pulumi 231 Wireshark 231 Google Ads 228 PPC 226 PCI DSS 212 Canva 211 Cassandra 209 Copywriting 207 Information architecture 206 After Effects 206 SOAR 205 Marketo 199 Premiere Pro 198 Flask 196 SageMaker 195 Asana 194 NetSuite 185 Redux 184 Vertex AI 179 Presto / Trino 176 InDesign 174 Notion 174 Cypress 169 Tailwind CSS 161 Cloudflare 157 Hive 152 Kinesis 151 Salesforce Marketing Cloud 151 Jamf 150 Influencer marketing 150 OSCP 145 Zapier 144 Workday 143 Postman 142 pytest 141 Zendesk 134 PHP 131 Shopify 131 SEM 130 Jest 127 WordPress 126 jQuery 118 Conversion rate optimization 114 Amplitude 112 New Relic 112 Cucumber 109 Meta Ads 109 Verilog / VHDL 109 monday.com 106 CapCut 105 Unity 105 Neo4j 103 SwiftUI 97 Jupyter 97 NestJS 93 Braze 92 WebGL 89 SAS 89 SEO tools 89 Fivetran 87 Programmatic advertising 86 Nginx 85 Google Search Console 83 XGBoost 82 HashiCorp Vault 82 Blender 82 Social media tools 80 VBA 78 Keras 78 Sketch 77 PCB design 77 Informatica 76 Final Cut Pro 76 Vite 73 Airtable 71 LinkedIn Ads 70 Looker Studio 69 Webflow 69 Flutter 67 Affiliate marketing 67 Mixpanel 66 D3.js 64 Three.js 63 Firebase 63 Adobe Analytics 62 Iterable 60 Webpack 59 Qlik 58 DaVinci Resolve 56 Google Tag Manager 55 Svelte 54 Storybook 52 Miro 51 Klaviyo 51 Elixir 50 Maya 49 Citrix 48 Lua 47 Objective-C 46 UIKit 41 Cinema 4D 41 Sass 39 Appium 39 Haskell 33 Adobe XD 32 Markdown 32 Dart 31 Xcode 30 Trello 29 TikTok Ads 29 Express.js 27 Laravel 27 Mailchimp 27 TestRail 26 Alteryx 24 AP Style 24 Retool 24 Framer 21 SPSS 20 Substance 3D 19 Houdini 16 Solidity 14 Amazon Ads 14 Clojure 12 Erlang 9 ZBrush 9 Stata 3
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