States
Alabama 433 Alaska 34 Arizona 648 Arkansas 427 California 15,583 Colorado 1,530 Connecticut 338 Delaware 129 District of Columbia 1,317 Florida 1,293 Georgia 1,101 Hawaii 133 Idaho 175 Illinois 1,850 Indiana 296 Iowa 270 Kansas 109 Kentucky 159 Louisiana 102 Maine 76 Maryland 1,659 Massachusetts 2,262 Michigan 685 Minnesota 405 Mississippi 88 Missouri 478 Montana 49 Nebraska 182 Nevada 193 New Hampshire 108 New Jersey 793 New Mexico 155 New York 6,729 North Carolina 1,181 North Dakota 64 Ohio 686 Oklahoma 178 Oregon 354 Pennsylvania 877 Rhode Island 84 South Carolina 190 South Dakota 53 Tennessee 277 Texas 3,702 Utah 462 Vermont 64 Virginia 3,712 Washington 2,775 West Virginia 66 Wisconsin 322 Wyoming 51
Cities
San Francisco Bay Area, CA 10,597 New York, NY 5,654 Washington, DC 3,647 Seattle, WA 2,154 Los Angeles, CA 2,083 Boston, MA 1,335 Austin, TX 1,216 Chicago, IL 1,168 Dallas–Fort Worth, TX 1,082 Denver, CO 789 Atlanta, GA 719 Raleigh–Durham, NC 484 San Diego, CA 427 Phoenix, AZ 376 Charlotte, NC 351 Houston, TX 256 Pittsburgh, PA 234 Miami, FL 218 Salt Lake City, UT 168 Philadelphia, PA 164 Detroit, MI 142 Minneapolis, MN 135 Baltimore, MD 107 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,268 Product Manager 3,347 Engineering Manager 2,118 Program Manager 1,949 Project Manager 1,944 Data Scientist 1,554 Machine Learning Engineer 1,508 Security Engineer 1,458 Marketing Manager 1,377 Full Stack Developer 1,192 AI Engineer 1,081 DevOps Engineer 1,076 Data Engineer 892 Cybersecurity Analyst 872 IT Support Specialist 863 Backend Developer 785 Systems Administrator 769 Site Reliability Engineer 734 Graphic Designer 709 Data Analyst 641 Product Marketing Manager 631 Mobile Developer 600 Network Engineer 574 Business Analyst 553 Product Designer 534 Content Writer 528 QA Engineer 495 Growth Marketing Manager 344 Frontend Developer 333 Cloud Engineer 307 UX Designer 246 PPC Specialist 219 Email Marketing Specialist 204 Social Media Manager 196 Digital Marketing Specialist 177 Community Manager 175 Marketing Analyst 174 Video Editor 106 Creative Director 96 Brand Manager 92 SEO Specialist 82 Content Creator 79 Scrum Master 73 Influencer Marketing Manager 64 BI Developer 63 Art Director 54 Web Developer 50 Copywriter 44 Motion Designer 37 Game Designer 33 3D Artist 29 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,901 Machine learning 9,079 Product roadmapping 8,643 AWS 8,198 CI/CD 7,646 SQL 6,202 Kubernetes 6,140 LLMs 5,759 AI agents 5,406 C++ 5,156 Linux 5,147 Java 5,066 Azure 4,893 Distributed systems 4,794 Agile 4,640 Docker 4,278 Google Cloud 4,082 Git 4,069 TypeScript 3,895 Go 3,892 React 3,566 Terraform 3,338 JavaScript 3,307 Go-to-market 2,919 REST APIs 2,753 Jira 2,718 Test automation 2,652 C 2,452 PostgreSQL 2,452 Generative AI 2,432 Incident response 2,431 Product strategy 2,413 Microservices 2,404 Bash 2,291 Positioning & messaging 2,196 Excel 2,055 GitHub 1,908 Embedded systems 1,875 Node.js 1,846 Rust 1,774 PyTorch 1,730 Stakeholder management 1,728 Kafka 1,719 CRM 1,647 IAM 1,643 Product marketing 1,627 CompTIA certifications 1,620 C# 1,605 Scrum 1,581 Computer vision 1,570 Spark 1,559 Ansible 1,544 Cryptography 1,539 Firmware 1,517 GitLab 1,506 Android 1,475 Market research 1,446 Jenkins 1,411 Data modeling 1,408 Deep learning 1,377 PRDs 1,365 iOS 1,354 RAG 1,346 Data warehousing 1,307 PMP 1,304 Confluence 1,293 Design systems 1,272 NoSQL 1,260 OpenAI API 1,246 NIST 1,219 ETL 1,210 Vulnerability management 1,192 Firewalls 1,190 Salesforce 1,170 Google Workspace 1,157 Grafana 1,143 HTML 1,131 TCP/IP 1,089 Competitive analysis 1,084 Snowflake 1,075 Databricks 1,067 DNS / DHCP 1,066 Tableau 1,054 CSS 1,053 Kotlin 1,046 PowerShell 1,024 Angular 989 Power BI 984 User stories 976 Prototyping 974 CISSP 972 Scala 960 Figma 959 Prometheus 950 TensorFlow 920 MLOps 913 GitHub Actions 899 Brand marketing 898 SAP 884 Active Directory 869 A/B testing 864 Pricing strategy 837 Spring Boot 826 MySQL 823 Prompt engineering 822 R 817 Web accessibility (WCAG) 815 NLP 814 Zero Trust 808 Airflow 799 Oracle 796 Elasticsearch 788 Reinforcement learning 783 Redis 782 User research 777 OAuth 776 Unix 775 Sales enablement 774 Demand generation 764 RTOS 760 SSO / SAML 756 Splunk 754 Routing & switching 740 ServiceNow 723 SOC 2 720 VPN 707 GraphQL 703 Datadog 695 MongoDB 693 Vector databases 677 SQL Server 672 Cisco 669 JUnit 651 BigQuery 650 ITIL 649 CUDA 646 Helm 644 .NET 643 SIEM 637 Microsoft 365 636 VMware 627 SEO 622 Technical writing 620 CCNA / CCNP 616 Threat modeling 612 HIPAA 605 Serverless 595 gRPC 590 Ruby 582 CloudFormation 582 Microsoft Project 574 LangChain 562 Next.js 558 Adobe Creative Cloud 554 Budget management 548 FedRAMP 547 Marketing automation 547 MATLAB 545 SAFe 539 Product analytics 535 dbt 530 SharePoint 529 Content strategy 525 Jetpack Compose 520 Penetration testing 520 Email marketing 510 ISO 27001 502 GIAC certifications 489 Argo CD 486 CMS 469 pandas 468 macOS 455 scikit-learn 454 EDR 450 Windows Server 446 HubSpot 431 Six Sigma 429 OpenTelemetry 426 Vue.js 422 ELK Stack 419 Typography 414 DynamoDB 412 Looker 409 FastAPI 403 Chef / Puppet 398 Event marketing 387 Okta 381 Photoshop 374 FPGA 372 Google Analytics 371 Load testing 368 Video editing 368 Hadoop 364 React Native 363 SAST / DAST 339 OpenShift 338 Illustrator 335 Account-based marketing 333 Paid social 332 NumPy 327 Service mesh 327 Flink 326 Intune / SCCM 322 Redshift 316 Django 315 CISM 306 OWASP 301 SD-WAN 300 Kanban 296 Blockchain 296 GRC 291 Motion graphics 284 Hugging Face 283 Wireframing 280 RabbitMQ 276 Swift 273 Juniper 267 Ruby on Rails 266 Selenium 265 ClickHouse 260 Perl 258 Playwright 256 OKRs 256 Power Platform 248 Smartsheet 245 WebSockets 241 Content marketing 240 Cassandra 230 Pulumi 228 Google Ads 226 Unreal Engine 225 Wireshark 222 PPC 218 PCI DSS 208 Information architecture 207 After Effects 207 Canva 206 Copywriting 205 Flask 203 SOAR 203 SageMaker 195 Marketo 194 Premiere Pro 192 Redux 191 Asana 189 Vertex AI 177 InDesign 176 Presto / Trino 175 NetSuite 174 Notion 172 Cypress 171 Tailwind CSS 163 Jamf 163 Hive 160 Cloudflare 160 Kinesis 152 Salesforce Marketing Cloud 151 Postman 149 Workday 147 Influencer marketing 146 Zapier 144 pytest 143 PHP 141 Jest 140 OSCP 137 Zendesk 133 monday.com 132 Shopify 131 SEM 129 WordPress 127 Amplitude 118 New Relic 118 Conversion rate optimization 116 jQuery 114 Cucumber 113 Verilog / VHDL 107 Jupyter 104 Meta Ads 104 SwiftUI 103 Neo4j 102 Unity 101 CapCut 100 Braze 99 SAS 95 XGBoost 95 NestJS 92 WebGL 91 SEO tools 91 Fivetran 86 Google Search Console 86 HashiCorp Vault 85 Programmatic advertising 85 Nginx 84 VBA 82 Keras 80 Social media tools 80 Blender 78 Informatica 77 Sketch 76 PCB design 76 Looker Studio 72 Vite 71 D3.js 71 Firebase 71 Affiliate marketing 70 Flutter 69 Final Cut Pro 69 LinkedIn Ads 69 Mixpanel 68 Three.js 66 Adobe Analytics 66 Webflow 66 Airtable 66 Webpack 62 Iterable 58 Google Tag Manager 58 DaVinci Resolve 56 Svelte 55 Qlik 53 Citrix 52 Klaviyo 51 Miro 50 Objective-C 49 Elixir 48 UIKit 48 Storybook 47 Cinema 4D 44 Maya 44 Lua 43 Appium 43 Sass 40 Markdown 37 Haskell 33 Xcode 32 Express.js 31 Adobe XD 31 Trello 31 Dart 29 Alteryx 28 TestRail 28 TikTok Ads 28 Mailchimp 27 Retool 25 Laravel 24 SPSS 23 Framer 22 AP Style 19 Substance 3D 17 Amazon Ads 16 Solidity 14 Clojure 11 Houdini 11 Erlang 9 ZBrush 8 Stata 3
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