States
Alabama 432 Alaska 35 Arizona 639 Arkansas 422 California 15,691 Colorado 1,523 Connecticut 330 Delaware 132 District of Columbia 1,322 Florida 1,303 Georgia 1,082 Hawaii 134 Idaho 175 Illinois 1,856 Indiana 293 Iowa 263 Kansas 109 Kentucky 158 Louisiana 101 Maine 80 Maryland 1,650 Massachusetts 2,277 Michigan 676 Minnesota 397 Mississippi 88 Missouri 467 Montana 49 Nebraska 180 Nevada 189 New Hampshire 111 New Jersey 791 New Mexico 152 New York 6,790 North Carolina 1,170 North Dakota 63 Ohio 679 Oklahoma 172 Oregon 354 Pennsylvania 876 Rhode Island 82 South Carolina 193 South Dakota 52 Tennessee 285 Texas 3,723 Utah 458 Vermont 62 Virginia 3,695 Washington 2,791 West Virginia 65 Wisconsin 320 Wyoming 50
Cities
San Francisco Bay Area, CA 10,663 New York, NY 5,696 Washington, DC 3,644 Seattle, WA 2,180 Los Angeles, CA 2,093 Boston, MA 1,354 Austin, TX 1,237 Chicago, IL 1,166 Dallas–Fort Worth, TX 1,078 Denver, CO 789 Atlanta, GA 707 Raleigh–Durham, NC 480 San Diego, CA 421 Phoenix, AZ 362 Charlotte, NC 348 Houston, TX 260 Pittsburgh, PA 232 Miami, FL 223 Salt Lake City, UT 172 Philadelphia, PA 163 Detroit, MI 142 Minneapolis, MN 129 Baltimore, MD 106 Nashville, TN 59 Portland, OR 28
Role
Software Engineer 11,287 Product Manager 3,349 Engineering Manager 2,133 Program Manager 1,964 Project Manager 1,935 Data Scientist 1,536 Machine Learning Engineer 1,517 Security Engineer 1,468 Marketing Manager 1,398 Full Stack Developer 1,208 AI Engineer 1,105 DevOps Engineer 1,078 Data Engineer 897 Cybersecurity Analyst 862 IT Support Specialist 862 Backend Developer 806 Systems Administrator 767 Site Reliability Engineer 750 Graphic Designer 721 Data Analyst 640 Product Marketing Manager 634 Mobile Developer 591 Network Engineer 572 Business Analyst 552 Product Designer 543 Content Writer 522 QA Engineer 490 Growth Marketing Manager 350 Frontend Developer 337 Cloud Engineer 303 UX Designer 243 PPC Specialist 216 Email Marketing Specialist 202 Social Media Manager 198 Marketing Analyst 177 Community Manager 176 Digital Marketing Specialist 172 Video Editor 105 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 14,947 Machine learning 9,114 Product roadmapping 8,704 AWS 8,224 CI/CD 7,684 SQL 6,190 Kubernetes 6,174 LLMs 5,808 AI agents 5,463 C++ 5,168 Linux 5,154 Java 5,065 Azure 4,935 Distributed systems 4,833 Agile 4,596 Docker 4,299 Google Cloud 4,092 Git 4,079 Go 3,947 TypeScript 3,932 React 3,586 Terraform 3,366 JavaScript 3,303 Go-to-market 2,960 REST APIs 2,760 Jira 2,700 Test automation 2,679 PostgreSQL 2,469 Incident response 2,456 C 2,454 Generative AI 2,439 Product strategy 2,429 Microservices 2,397 Bash 2,289 Positioning & messaging 2,215 Excel 2,076 GitHub 1,902 Embedded systems 1,882 Node.js 1,853 Rust 1,808 Kafka 1,736 Stakeholder management 1,735 PyTorch 1,734 IAM 1,664 CRM 1,655 Product marketing 1,645 C# 1,608 CompTIA certifications 1,602 Computer vision 1,584 Spark 1,576 Scrum 1,574 Cryptography 1,562 Ansible 1,554 Firmware 1,529 GitLab 1,488 Market research 1,469 Android 1,465 Data modeling 1,440 Jenkins 1,407 Deep learning 1,365 PRDs 1,355 iOS 1,348 RAG 1,346 Data warehousing 1,323 PMP 1,316 Confluence 1,288 Design systems 1,281 NoSQL 1,260 OpenAI API 1,242 ETL 1,218 NIST 1,211 Firewalls 1,210 Vulnerability management 1,193 Salesforce 1,192 Google Workspace 1,153 Grafana 1,140 HTML 1,119 TCP/IP 1,105 Competitive analysis 1,095 Databricks 1,085 Snowflake 1,083 DNS / DHCP 1,081 Tableau 1,069 CSS 1,049 Kotlin 1,045 PowerShell 1,031 Power BI 1,010 Angular 991 CISSP 983 Prototyping 977 Scala 975 Figma 967 User stories 963 Prometheus 958 MLOps 929 TensorFlow 910 Brand marketing 907 GitHub Actions 899 SAP 881 Active Directory 869 A/B testing 856 Pricing strategy 847 MySQL 819 Web accessibility (WCAG) 815 Prompt engineering 815 Zero Trust 813 Spring Boot 808 R 806 Airflow 802 Reinforcement learning 800 NLP 790 Redis 789 Oracle 785 Elasticsearch 783 OAuth 782 Demand generation 773 Unix 770 User research 770 Sales enablement 768 RTOS 759 Splunk 752 SSO / SAML 751 Routing & switching 735 SOC 2 722 ServiceNow 718 VPN 708 Datadog 705 GraphQL 703 MongoDB 686 SQL Server 677 Cisco 674 .NET 656 Vector databases 654 CUDA 653 JUnit 647 ITIL 645 BigQuery 644 Helm 643 Microsoft 365 643 SIEM 636 VMware 632 Threat modeling 631 Technical writing 628 SEO 625 CCNA / CCNP 624 Serverless 617 HIPAA 606 gRPC 594 CloudFormation 585 Microsoft Project 575 Ruby 573 Budget management 573 Next.js 566 LangChain 558 Adobe Creative Cloud 555 FedRAMP 551 Marketing automation 549 MATLAB 545 dbt 536 SharePoint 532 SAFe 530 Content strategy 528 Product analytics 525 Penetration testing 524 Jetpack Compose 518 ISO 27001 505 Email marketing 501 GIAC certifications 499 Argo CD 487 pandas 466 CMS 460 macOS 458 scikit-learn 450 EDR 450 Windows Server 449 HubSpot 439 Six Sigma 436 OpenTelemetry 433 Vue.js 418 ELK Stack 418 Typography 412 FastAPI 409 DynamoDB 406 Chef / Puppet 404 Looker 397 Event marketing 395 Okta 377 Google Analytics 376 FPGA 374 Photoshop 368 React Native 365 Hadoop 364 Video editing 363 Load testing 362 SAST / DAST 341 Account-based marketing 335 Flink 333 OpenShift 331 Illustrator 330 Paid social 329 NumPy 324 Service mesh 320 Intune / SCCM 317 Redshift 316 CISM 315 Django 312 SD-WAN 307 OWASP 302 GRC 298 Blockchain 295 Kanban 292 RabbitMQ 283 Hugging Face 280 Motion graphics 279 Wireframing 278 ClickHouse 269 Juniper 269 Swift 268 Perl 266 Selenium 262 OKRs 262 Ruby on Rails 258 Playwright 253 Power Platform 247 Smartsheet 246 Content marketing 243 WebSockets 240 Wireshark 232 Unreal Engine 232 Pulumi 230 Cassandra 229 Google Ads 225 PPC 217 Information architecture 208 PCI DSS 207 Canva 207 Copywriting 205 SOAR 204 Flask 203 After Effects 203 Redux 196 Marketo 195 SageMaker 194 Premiere Pro 194 Asana 189 Vertex AI 181 Presto / Trino 177 Notion 177 NetSuite 177 InDesign 174 Cypress 170 Hive 161 Tailwind CSS 159 Cloudflare 158 Jamf 153 Postman 153 Kinesis 152 Salesforce Marketing Cloud 147 pytest 146 Zapier 146 OSCP 144 Workday 144 Influencer marketing 143 PHP 139 Jest 138 monday.com 133 Shopify 133 Zendesk 129 SEM 129 WordPress 124 Amplitude 118 New Relic 118 jQuery 117 Cucumber 114 Conversion rate optimization 114 Verilog / VHDL 110 Meta Ads 108 Jupyter 102 Unity 102 SwiftUI 101 Neo4j 99 CapCut 99 NestJS 96 Braze 95 SAS 94 WebGL 93 SEO tools 89 Programmatic advertising 87 Fivetran 86 XGBoost 85 Google Search Console 85 Nginx 84 Blender 83 HashiCorp Vault 82 Keras 81 VBA 79 PCB design 78 Sketch 77 Social media tools 77 Informatica 75 Vite 72 Firebase 72 Final Cut Pro 72 Affiliate marketing 72 Looker Studio 71 LinkedIn Ads 71 Mixpanel 69 D3.js 67 Airtable 67 Three.js 66 Flutter 66 Webflow 66 Webpack 61 Adobe Analytics 61 DaVinci Resolve 57 Qlik 56 Iterable 55 Google Tag Manager 55 Svelte 54 Citrix 54 Klaviyo 51 Storybook 50 Miro 49 Objective-C 48 Elixir 47 Maya 46 Lua 45 UIKit 44 Cinema 4D 42 Sass 41 Appium 40 Markdown 36 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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