States
Alabama 432 Alaska 34 Arizona 657 Arkansas 425 California 15,593 Colorado 1,532 Connecticut 338 Delaware 130 District of Columbia 1,319 Florida 1,300 Georgia 1,089 Hawaii 132 Idaho 175 Illinois 1,859 Indiana 296 Iowa 272 Kansas 108 Kentucky 159 Louisiana 102 Maine 81 Maryland 1,657 Massachusetts 2,267 Michigan 684 Minnesota 409 Mississippi 88 Missouri 476 Montana 49 Nebraska 182 Nevada 193 New Hampshire 108 New Jersey 796 New Mexico 154 New York 6,740 North Carolina 1,183 North Dakota 64 Ohio 686 Oklahoma 174 Oregon 355 Pennsylvania 874 Rhode Island 84 South Carolina 193 South Dakota 53 Tennessee 278 Texas 3,703 Utah 463 Vermont 64 Virginia 3,706 Washington 2,766 West Virginia 66 Wisconsin 321 Wyoming 51
Cities
San Francisco Bay Area, CA 10,597 New York, NY 5,650 Washington, DC 3,636 Seattle, WA 2,145 Los Angeles, CA 2,089 Boston, MA 1,335 Austin, TX 1,221 Chicago, IL 1,171 Dallas–Fort Worth, TX 1,080 Denver, CO 786 Atlanta, GA 717 Raleigh–Durham, NC 482 San Diego, CA 428 Phoenix, AZ 380 Charlotte, NC 354 Houston, TX 254 Pittsburgh, PA 229 Miami, FL 219 Salt Lake City, UT 169 Philadelphia, PA 164 Detroit, MI 141 Minneapolis, MN 138 Baltimore, MD 106 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,274 Product Manager 3,341 Engineering Manager 2,119 Program Manager 1,950 Project Manager 1,942 Data Scientist 1,548 Machine Learning Engineer 1,504 Security Engineer 1,454 Marketing Manager 1,380 Full Stack Developer 1,195 AI Engineer 1,086 DevOps Engineer 1,073 Data Engineer 898 Cybersecurity Analyst 870 IT Support Specialist 866 Backend Developer 781 Systems Administrator 772 Site Reliability Engineer 734 Graphic Designer 714 Data Analyst 642 Product Marketing Manager 628 Mobile Developer 599 Network Engineer 577 Business Analyst 554 Product Designer 534 Content Writer 526 QA Engineer 496 Growth Marketing Manager 343 Frontend Developer 329 Cloud Engineer 306 UX Designer 242 PPC Specialist 219 Email Marketing Specialist 207 Social Media Manager 195 Digital Marketing Specialist 177 Marketing Analyst 175 Community Manager 175 Video Editor 105 Creative Director 99 Brand Manager 92 SEO Specialist 83 Content Creator 79 Scrum Master 73 Influencer Marketing Manager 63 BI Developer 63 Art Director 53 Web Developer 51 Copywriter 45 Motion Designer 37 Game Designer 32 3D Artist 29 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,920 Machine learning 9,064 Product roadmapping 8,651 AWS 8,203 CI/CD 7,654 SQL 6,198 Kubernetes 6,141 LLMs 5,766 AI agents 5,415 C++ 5,162 Linux 5,155 Java 5,063 Azure 4,914 Distributed systems 4,788 Agile 4,640 Docker 4,277 Google Cloud 4,087 Git 4,083 Go 3,898 TypeScript 3,894 React 3,559 Terraform 3,338 JavaScript 3,305 Go-to-market 2,927 REST APIs 2,764 Jira 2,726 Test automation 2,667 C 2,456 PostgreSQL 2,455 Generative AI 2,440 Incident response 2,433 Product strategy 2,408 Microservices 2,402 Bash 2,290 Positioning & messaging 2,196 Excel 2,064 GitHub 1,907 Embedded systems 1,880 Node.js 1,850 Rust 1,780 PyTorch 1,731 Stakeholder management 1,730 Kafka 1,723 CRM 1,652 IAM 1,645 Product marketing 1,624 CompTIA certifications 1,613 C# 1,602 Computer vision 1,578 Scrum 1,572 Spark 1,562 Ansible 1,549 Cryptography 1,549 Firmware 1,525 GitLab 1,503 Android 1,471 Market research 1,453 Data modeling 1,413 Jenkins 1,411 Deep learning 1,371 PRDs 1,360 iOS 1,353 RAG 1,347 Data warehousing 1,314 Confluence 1,302 PMP 1,298 Design systems 1,268 NoSQL 1,254 OpenAI API 1,248 NIST 1,218 ETL 1,211 Firewalls 1,201 Vulnerability management 1,197 Salesforce 1,174 Google Workspace 1,159 Grafana 1,138 HTML 1,124 TCP/IP 1,089 Competitive analysis 1,085 Snowflake 1,079 Databricks 1,075 DNS / DHCP 1,071 Tableau 1,053 Kotlin 1,045 CSS 1,045 PowerShell 1,028 Angular 988 Power BI 988 CISSP 975 User stories 968 Prototyping 964 Figma 959 Scala 957 Prometheus 947 TensorFlow 921 MLOps 914 Brand marketing 899 GitHub Actions 893 SAP 876 Active Directory 868 A/B testing 865 Pricing strategy 842 Prompt engineering 827 Spring Boot 825 MySQL 821 Web accessibility (WCAG) 814 R 809 NLP 809 Zero Trust 806 Airflow 800 Oracle 793 Reinforcement learning 790 Elasticsearch 787 Redis 781 User research 779 OAuth 775 Unix 775 Sales enablement 770 RTOS 762 Demand generation 759 SSO / SAML 757 Splunk 753 Routing & switching 743 SOC 2 721 ServiceNow 720 VPN 710 GraphQL 700 Datadog 695 MongoDB 693 Vector databases 676 SQL Server 674 Cisco 671 JUnit 653 ITIL 651 BigQuery 646 CUDA 645 .NET 644 Helm 641 Microsoft 365 638 SIEM 636 VMware 626 SEO 624 CCNA / CCNP 620 Threat modeling 619 Technical writing 619 HIPAA 609 Serverless 599 gRPC 594 CloudFormation 580 Ruby 579 Microsoft Project 574 LangChain 563 Next.js 559 Budget management 559 Adobe Creative Cloud 554 FedRAMP 546 Marketing automation 546 MATLAB 544 Product analytics 540 SAFe 536 dbt 532 SharePoint 532 Content strategy 526 Jetpack Compose 521 Penetration testing 520 Email marketing 511 ISO 27001 498 GIAC certifications 490 Argo CD 486 CMS 467 pandas 466 macOS 456 scikit-learn 455 EDR 450 Windows Server 447 HubSpot 431 Six Sigma 430 OpenTelemetry 426 Vue.js 421 ELK Stack 419 DynamoDB 412 Typography 412 Looker 407 FastAPI 402 Chef / Puppet 400 Event marketing 387 Okta 383 Photoshop 374 FPGA 374 Google Analytics 370 Video editing 368 Load testing 365 Hadoop 364 React Native 362 OpenShift 340 SAST / DAST 339 Illustrator 335 Paid social 334 Account-based marketing 332 Flink 327 NumPy 326 Service mesh 326 Intune / SCCM 321 Redshift 317 Django 316 CISM 310 SD-WAN 300 OWASP 299 Blockchain 298 Kanban 297 GRC 290 Hugging Face 283 Motion graphics 283 Wireframing 280 RabbitMQ 278 Swift 273 Juniper 269 Selenium 265 Ruby on Rails 263 ClickHouse 261 Perl 260 OKRs 259 Playwright 256 Power Platform 245 Smartsheet 244 Content marketing 240 WebSockets 239 Cassandra 230 Pulumi 229 Unreal Engine 228 Google Ads 226 Wireshark 221 PPC 219 Information architecture 208 PCI DSS 206 After Effects 206 SOAR 205 Canva 205 Copywriting 205 Flask 202 SageMaker 193 Marketo 192 Redux 191 Premiere Pro 191 Asana 190 Vertex AI 180 InDesign 177 Presto / Trino 175 Notion 174 NetSuite 174 Cypress 172 Tailwind CSS 163 Cloudflare 162 Jamf 162 Hive 160 Kinesis 152 Salesforce Marketing Cloud 152 Postman 151 Zapier 146 pytest 145 Influencer marketing 145 Workday 145 Jest 139 PHP 136 OSCP 136 Zendesk 132 monday.com 132 SEM 131 Shopify 131 WordPress 126 Amplitude 119 Conversion rate optimization 115 jQuery 114 New Relic 114 Cucumber 113 Verilog / VHDL 107 Meta Ads 104 Jupyter 103 SwiftUI 102 Unity 102 Neo4j 101 CapCut 100 Braze 100 SAS 95 XGBoost 95 NestJS 93 WebGL 91 SEO tools 91 Google Search Console 87 Programmatic advertising 86 Nginx 85 Fivetran 85 HashiCorp Vault 84 Keras 82 VBA 81 Social media tools 80 Blender 78 PCB design 78 Informatica 77 Sketch 75 Firebase 73 Vite 72 Looker Studio 72 Affiliate marketing 71 D3.js 70 Mixpanel 69 Final Cut Pro 69 Airtable 69 LinkedIn Ads 68 Flutter 67 Three.js 66 Adobe Analytics 66 Webflow 65 Webpack 61 Iterable 58 Google Tag Manager 57 DaVinci Resolve 55 Svelte 54 Qlik 54 Citrix 52 Klaviyo 51 Miro 50 Objective-C 49 Elixir 47 UIKit 47 Storybook 46 Cinema 4D 44 Maya 44 Lua 43 Appium 42 Sass 40 Markdown 36 Haskell 33 Xcode 32 Adobe XD 31 Trello 31 Dart 29 Express.js 29 Alteryx 28 TestRail 28 TikTok Ads 28 Mailchimp 27 Retool 25 Laravel 24 SPSS 22 Framer 22 AP Style 19 Substance 3D 17 Amazon Ads 16 Solidity 14 Houdini 13 Clojure 11 Erlang 9 ZBrush 8 Stata 3
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