States
Alabama 434 Alaska 32 Arizona 651 Arkansas 428 California 15,695 Colorado 1,540 Connecticut 335 Delaware 127 District of Columbia 1,326 Florida 1,303 Georgia 1,089 Hawaii 131 Idaho 172 Illinois 1,865 Indiana 294 Iowa 267 Kansas 107 Kentucky 154 Louisiana 99 Maine 78 Maryland 1,655 Massachusetts 2,286 Michigan 678 Minnesota 401 Mississippi 84 Missouri 467 Montana 48 Nebraska 179 Nevada 186 New Hampshire 104 New Jersey 792 New Mexico 150 New York 6,779 North Carolina 1,176 North Dakota 61 Ohio 677 Oklahoma 172 Oregon 357 Pennsylvania 867 Rhode Island 81 South Carolina 193 South Dakota 50 Tennessee 277 Texas 3,718 Utah 458 Vermont 61 Virginia 3,707 Washington 2,784 West Virginia 63 Wisconsin 316 Wyoming 48
Cities
San Francisco Bay Area, CA 10,674 New York, NY 5,682 Washington, DC 3,642 Seattle, WA 2,166 Los Angeles, CA 2,095 Boston, MA 1,348 Austin, TX 1,220 Chicago, IL 1,168 Dallas–Fort Worth, TX 1,092 Denver, CO 791 Atlanta, GA 715 Raleigh–Durham, NC 482 San Diego, CA 426 Phoenix, AZ 375 Charlotte, NC 348 Houston, TX 256 Pittsburgh, PA 229 Miami, FL 221 Salt Lake City, UT 172 Philadelphia, PA 165 Detroit, MI 141 Minneapolis, MN 134 Baltimore, MD 107 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,309 Product Manager 3,363 Engineering Manager 2,128 Program Manager 1,962 Project Manager 1,940 Data Scientist 1,554 Machine Learning Engineer 1,516 Security Engineer 1,465 Marketing Manager 1,389 Full Stack Developer 1,201 AI Engineer 1,086 DevOps Engineer 1,071 Data Engineer 902 Cybersecurity Analyst 871 IT Support Specialist 867 Backend Developer 785 Systems Administrator 775 Site Reliability Engineer 734 Graphic Designer 717 Data Analyst 647 Product Marketing Manager 628 Mobile Developer 600 Network Engineer 574 Business Analyst 548 Product Designer 541 Content Writer 524 QA Engineer 490 Growth Marketing Manager 349 Frontend Developer 329 Cloud Engineer 306 UX Designer 245 PPC Specialist 218 Email Marketing Specialist 208 Social Media Manager 197 Community Manager 176 Digital Marketing Specialist 175 Marketing Analyst 174 Video Editor 106 Creative Director 98 Brand Manager 94 SEO Specialist 83 Content Creator 77 Scrum Master 72 BI Developer 64 Influencer Marketing Manager 63 Web Developer 51 Art Director 50 Copywriter 45 Motion Designer 35 Game Designer 32 3D Artist 29 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,960 Machine learning 9,114 Product roadmapping 8,692 AWS 8,229 CI/CD 7,692 SQL 6,213 Kubernetes 6,168 LLMs 5,791 AI agents 5,444 C++ 5,179 Linux 5,176 Java 5,062 Azure 4,934 Distributed systems 4,791 Agile 4,640 Docker 4,293 Google Cloud 4,105 Git 4,084 Go 3,925 TypeScript 3,909 React 3,572 Terraform 3,353 JavaScript 3,312 Go-to-market 2,946 REST APIs 2,765 Jira 2,733 Test automation 2,679 C 2,464 PostgreSQL 2,462 Generative AI 2,445 Incident response 2,443 Product strategy 2,423 Microservices 2,403 Bash 2,297 Positioning & messaging 2,202 Excel 2,075 GitHub 1,900 Embedded systems 1,884 Node.js 1,862 Rust 1,798 PyTorch 1,741 Stakeholder management 1,739 Kafka 1,727 IAM 1,660 CRM 1,659 Product marketing 1,632 CompTIA certifications 1,613 C# 1,612 Computer vision 1,591 Scrum 1,577 Spark 1,570 Ansible 1,558 Cryptography 1,558 Firmware 1,528 GitLab 1,505 Android 1,467 Market research 1,458 Data modeling 1,422 Jenkins 1,419 Deep learning 1,373 PRDs 1,357 iOS 1,347 RAG 1,346 Data warehousing 1,321 Confluence 1,304 PMP 1,300 Design systems 1,278 NoSQL 1,257 OpenAI API 1,251 NIST 1,225 ETL 1,213 Firewalls 1,208 Vulnerability management 1,202 Salesforce 1,191 Google Workspace 1,158 Grafana 1,142 HTML 1,128 TCP/IP 1,093 Databricks 1,091 Competitive analysis 1,091 Snowflake 1,084 DNS / DHCP 1,074 Tableau 1,068 CSS 1,051 Kotlin 1,043 PowerShell 1,030 Power BI 1,002 Angular 987 CISSP 982 User stories 979 Prototyping 978 Figma 967 Scala 965 Prometheus 951 TensorFlow 924 MLOps 922 Brand marketing 902 GitHub Actions 894 SAP 884 Active Directory 874 A/B testing 865 Pricing strategy 840 Prompt engineering 827 MySQL 824 Web accessibility (WCAG) 821 Spring Boot 819 Zero Trust 816 R 808 Airflow 803 NLP 802 Reinforcement learning 794 Oracle 790 Elasticsearch 786 Redis 783 User research 780 OAuth 779 Unix 777 Sales enablement 771 RTOS 766 Demand generation 765 SSO / SAML 757 Splunk 751 Routing & switching 739 SOC 2 725 ServiceNow 724 VPN 709 GraphQL 703 Datadog 696 MongoDB 690 SQL Server 679 Cisco 677 Vector databases 673 CUDA 653 ITIL 653 JUnit 653 BigQuery 649 .NET 645 Microsoft 365 640 Helm 639 SIEM 639 Threat modeling 631 VMware 626 SEO 624 CCNA / CCNP 621 Technical writing 620 HIPAA 615 Serverless 604 gRPC 593 CloudFormation 581 Ruby 579 Microsoft Project 573 Next.js 564 Budget management 562 LangChain 560 Adobe Creative Cloud 553 FedRAMP 551 Marketing automation 551 MATLAB 546 SAFe 543 Product analytics 536 dbt 535 SharePoint 533 Penetration testing 528 Content strategy 523 Jetpack Compose 521 Email marketing 509 ISO 27001 504 GIAC certifications 497 Argo CD 486 pandas 471 CMS 464 scikit-learn 460 macOS 456 EDR 451 Windows Server 446 HubSpot 437 Six Sigma 429 OpenTelemetry 427 ELK Stack 419 Vue.js 417 Typography 413 DynamoDB 411 Looker 407 FastAPI 405 Chef / Puppet 402 Event marketing 389 Okta 381 Google Analytics 378 FPGA 372 Photoshop 369 Load testing 366 Video editing 366 React Native 365 Hadoop 363 Paid social 339 SAST / DAST 338 OpenShift 335 Account-based marketing 334 Illustrator 332 Flink 330 NumPy 329 Service mesh 326 Intune / SCCM 322 Redshift 321 Django 316 CISM 312 SD-WAN 301 OWASP 300 Kanban 299 Blockchain 299 GRC 294 Hugging Face 283 Wireframing 282 Motion graphics 281 RabbitMQ 278 Swift 274 Juniper 269 ClickHouse 268 Perl 266 Selenium 264 OKRs 262 Ruby on Rails 261 Playwright 252 Smartsheet 248 Power Platform 247 Content marketing 243 WebSockets 237 Pulumi 231 Unreal Engine 230 Cassandra 228 Wireshark 228 Google Ads 227 PPC 222 Information architecture 211 After Effects 207 Copywriting 207 PCI DSS 206 SOAR 205 Canva 205 Flask 203 Marketo 196 Redux 194 SageMaker 194 Premiere Pro 192 Asana 192 Vertex AI 181 Notion 178 NetSuite 177 InDesign 176 Presto / Trino 175 Cypress 168 Tailwind CSS 162 Hive 161 Cloudflare 160 Jamf 159 Kinesis 153 Salesforce Marketing Cloud 153 Postman 151 Zapier 146 pytest 145 Influencer marketing 145 Workday 143 OSCP 140 PHP 137 Jest 137 SEM 132 Shopify 132 monday.com 131 Zendesk 130 WordPress 126 Amplitude 119 jQuery 116 New Relic 115 Conversion rate optimization 115 Cucumber 113 Meta Ads 107 Verilog / VHDL 107 SwiftUI 103 Jupyter 103 Unity 103 Neo4j 101 CapCut 101 Braze 101 XGBoost 95 NestJS 93 WebGL 92 SEO tools 92 SAS 91 Google Search Console 88 Fivetran 86 Programmatic advertising 86 Nginx 85 HashiCorp Vault 85 Keras 83 VBA 81 Blender 80 PCB design 79 Social media tools 78 Sketch 76 Informatica 74 Firebase 73 Looker Studio 73 Vite 72 Affiliate marketing 72 LinkedIn Ads 71 D3.js 70 Mixpanel 69 Final Cut Pro 69 Airtable 69 Webflow 67 Three.js 66 Flutter 66 Adobe Analytics 66 Webpack 61 Iterable 59 Google Tag Manager 58 DaVinci Resolve 57 Svelte 54 Qlik 54 Citrix 52 Klaviyo 51 Miro 50 Objective-C 48 Elixir 47 Storybook 47 UIKit 47 Cinema 4D 44 Maya 44 Lua 43 Appium 41 Sass 39 Markdown 35 Haskell 33 Xcode 32 Adobe XD 31 Trello 31 Dart 30 Alteryx 30 Express.js 29 TikTok Ads 28 TestRail 27 Mailchimp 26 Laravel 25 Retool 24 SPSS 22 Framer 21 AP Style 19 Substance 3D 17 Amazon Ads 15 Solidity 14 Houdini 13 Clojure 11 Erlang 9 ZBrush 8 Stata 3
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