States
Alabama 440 Alaska 44 Arizona 632 Arkansas 436 California 15,363 Colorado 1,520 Connecticut 339 Delaware 132 District of Columbia 1,302 Florida 1,286 Georgia 1,076 Hawaii 135 Idaho 178 Illinois 1,840 Indiana 307 Iowa 279 Kansas 120 Kentucky 159 Louisiana 116 Maine 80 Maryland 1,637 Massachusetts 2,272 Michigan 696 Minnesota 399 Mississippi 97 Missouri 469 Montana 51 Nebraska 185 Nevada 200 New Hampshire 109 New Jersey 804 New Mexico 161 New York 6,696 North Carolina 1,174 North Dakota 75 Ohio 689 Oklahoma 189 Oregon 343 Pennsylvania 880 Rhode Island 93 South Carolina 202 South Dakota 62 Tennessee 285 Texas 3,615 Utah 462 Vermont 73 Virginia 3,687 Washington 2,752 West Virginia 78 Wisconsin 332 Wyoming 63
Cities
San Francisco Bay Area, CA 10,442 New York, NY 5,613 Washington, DC 3,607 Seattle, WA 2,131 Los Angeles, CA 2,073 Boston, MA 1,346 Austin, TX 1,185 Chicago, IL 1,151 Dallas–Fort Worth, TX 1,041 Denver, CO 792 Atlanta, GA 691 Raleigh–Durham, NC 473 San Diego, CA 429 Phoenix, AZ 351 Charlotte, NC 336 Houston, TX 253 Pittsburgh, PA 227 Miami, FL 213 Philadelphia, PA 165 Salt Lake City, UT 163 Detroit, MI 144 Minneapolis, MN 127 Baltimore, MD 104 Nashville, TN 64 Portland, OR 28
Role
Software Engineer 11,217 Product Manager 3,282 Engineering Manager 2,102 Project Manager 1,920 Program Manager 1,906 Data Scientist 1,563 Machine Learning Engineer 1,507 Security Engineer 1,438 Marketing Manager 1,348 Full Stack Developer 1,205 AI Engineer 1,068 DevOps Engineer 1,059 Data Engineer 895 Cybersecurity Analyst 848 IT Support Specialist 846 Backend Developer 792 Systems Administrator 775 Site Reliability Engineer 723 Graphic Designer 695 Data Analyst 648 Product Marketing Manager 616 Mobile Developer 593 Network Engineer 565 Business Analyst 544 Product Designer 531 Content Writer 512 QA Engineer 498 Growth Marketing Manager 347 Frontend Developer 332 Cloud Engineer 300 UX Designer 241 PPC Specialist 220 Email Marketing Specialist 208 Social Media Manager 200 Digital Marketing Specialist 181 Marketing Analyst 175 Community Manager 172 Video Editor 104 Brand Manager 91 Creative Director 88 Content Creator 80 SEO Specialist 77 Scrum Master 66 Influencer Marketing Manager 65 BI Developer 61 Web Developer 51 Art Director 51 Copywriter 47 Motion Designer 36 Game Designer 36 3D Artist 27 UI Designer 21 Animator 21 Web Designer 16
Skills
Python 14,824 Machine learning 9,035 Product roadmapping 8,517 AWS 8,204 CI/CD 7,557 SQL 6,188 Kubernetes 6,104 LLMs 5,723 AI agents 5,323 C++ 5,120 Linux 5,064 Java 4,996 Azure 4,852 Distributed systems 4,723 Agile 4,563 Docker 4,255 Google Cloud 4,087 Git 4,040 TypeScript 3,886 Go 3,826 React 3,574 Terraform 3,322 JavaScript 3,296 Go-to-market 2,839 REST APIs 2,743 Jira 2,660 Test automation 2,614 PostgreSQL 2,461 C 2,444 Generative AI 2,436 Incident response 2,385 Product strategy 2,383 Microservices 2,374 Bash 2,229 Positioning & messaging 2,148 Excel 2,036 GitHub 1,882 Embedded systems 1,861 Node.js 1,839 Rust 1,756 PyTorch 1,712 Kafka 1,704 Stakeholder management 1,704 CompTIA certifications 1,625 IAM 1,618 CRM 1,615 Product marketing 1,608 C# 1,591 Spark 1,571 Scrum 1,567 Computer vision 1,553 Cryptography 1,504 Ansible 1,493 Firmware 1,471 GitLab 1,469 Android 1,463 Market research 1,433 Data modeling 1,404 Jenkins 1,389 Deep learning 1,373 PRDs 1,354 iOS 1,333 RAG 1,321 Data warehousing 1,307 Design systems 1,283 PMP 1,266 Confluence 1,261 NoSQL 1,235 ETL 1,224 OpenAI API 1,223 NIST 1,185 Vulnerability management 1,175 Firewalls 1,168 Google Workspace 1,160 Salesforce 1,152 HTML 1,138 Grafana 1,119 Competitive analysis 1,078 CSS 1,075 Snowflake 1,068 TCP/IP 1,062 Databricks 1,059 Tableau 1,057 DNS / DHCP 1,036 Kotlin 1,035 PowerShell 997 Power BI 982 Prototyping 970 CISSP 966 Angular 965 Figma 961 User stories 953 MLOps 935 Prometheus 927 Scala 925 TensorFlow 925 GitHub Actions 895 SAP 890 Brand marketing 882 A/B testing 864 Active Directory 849 Spring Boot 840 R 834 NLP 829 MySQL 825 Prompt engineering 824 Web accessibility (WCAG) 823 Pricing strategy 811 Airflow 810 Zero Trust 802 Redis 796 Elasticsearch 789 User research 777 Demand generation 776 Oracle 774 Reinforcement learning 770 Unix 767 Sales enablement 759 RTOS 758 SSO / SAML 753 OAuth 750 Splunk 722 Routing & switching 717 GraphQL 709 SOC 2 709 ServiceNow 705 VPN 693 MongoDB 685 Vector databases 680 Datadog 680 ITIL 656 SQL Server 654 BigQuery 647 Cisco 642 JUnit 640 Helm 636 CUDA 630 SIEM 627 VMware 624 SEO 624 .NET 623 Microsoft 365 617 HIPAA 608 CCNA / CCNP 607 Technical writing 601 gRPC 591 Serverless 591 Threat modeling 589 Microsoft Project 579 CloudFormation 577 Ruby 570 Next.js 563 LangChain 559 MATLAB 551 Budget management 543 Product analytics 542 Adobe Creative Cloud 538 Marketing automation 535 dbt 534 FedRAMP 533 Email marketing 524 Content strategy 524 SAFe 518 SharePoint 518 Jetpack Compose 517 Penetration testing 513 ISO 27001 494 GIAC certifications 488 pandas 480 scikit-learn 477 Argo CD 469 CMS 468 macOS 447 EDR 441 Windows Server 437 Looker 431 HubSpot 424 Six Sigma 422 Vue.js 419 DynamoDB 412 ELK Stack 410 Typography 406 FastAPI 398 OpenTelemetry 397 Event marketing 396 Chef / Puppet 383 FPGA 372 Hadoop 371 Photoshop 370 Google Analytics 369 React Native 366 Okta 365 Video editing 364 Load testing 363 Paid social 343 OpenShift 338 Illustrator 334 NumPy 332 SAST / DAST 332 Service mesh 330 Account-based marketing 330 Django 329 Intune / SCCM 315 Redshift 313 Flink 313 CISM 301 Kanban 293 OWASP 292 Wireframing 291 Blockchain 290 Hugging Face 286 SD-WAN 285 GRC 284 Motion graphics 279 RabbitMQ 272 Swift 268 Selenium 263 Juniper 262 Perl 261 Ruby on Rails 261 ClickHouse 257 Playwright 250 Power Platform 248 Smartsheet 245 OKRs 245 Content marketing 241 WebSockets 235 Unreal Engine 229 Cassandra 228 Pulumi 223 Google Ads 222 Flask 219 Wireshark 219 PPC 215 After Effects 210 Information architecture 206 PCI DSS 204 Canva 202 SageMaker 199 Copywriting 198 Redux 194 SOAR 189 Premiere Pro 189 Asana 188 Marketo 187 Vertex AI 184 Tailwind CSS 177 InDesign 174 Notion 174 Presto / Trino 172 NetSuite 171 Cypress 164 Hive 161 Cloudflare 159 Salesforce Marketing Cloud 156 Kinesis 154 Jamf 154 Postman 149 pytest 147 Influencer marketing 146 Workday 146 PHP 143 OSCP 139 Jest 139 Zapier 139 monday.com 134 Zendesk 133 Shopify 129 SEM 127 WordPress 125 Amplitude 120 New Relic 120 Conversion rate optimization 120 jQuery 119 Cucumber 110 Verilog / VHDL 106 Jupyter 104 Meta Ads 104 Unity 103 SwiftUI 102 Neo4j 102 XGBoost 102 CapCut 100 SAS 98 Braze 98 Fivetran 92 NestJS 91 WebGL 90 Programmatic advertising 88 SEO tools 88 VBA 87 Nginx 86 HashiCorp Vault 82 Sketch 82 Google Search Console 82 Social media tools 81 Blender 79 Informatica 77 Keras 77 Airtable 77 D3.js 73 Looker Studio 73 PCB design 72 Vite 71 Firebase 71 Final Cut Pro 70 Three.js 68 Webflow 68 LinkedIn Ads 68 Affiliate marketing 68 Flutter 67 Mixpanel 65 Adobe Analytics 64 Webpack 61 Svelte 58 Qlik 56 Iterable 56 Google Tag Manager 56 Citrix 54 DaVinci Resolve 54 Storybook 51 Klaviyo 51 Elixir 50 Miro 50 UIKit 48 Objective-C 47 Maya 45 Appium 42 Cinema 4D 42 Lua 41 Sass 38 Markdown 34 Express.js 32 Adobe XD 32 Haskell 31 Xcode 31 Alteryx 30 Dart 29 Trello 29 TestRail 28 TikTok Ads 28 Mailchimp 27 Laravel 25 Framer 23 SPSS 22 Retool 22 AP Style 20 Solidity 16 Substance 3D 15 Amazon Ads 15 Houdini 12 Clojure 11 Erlang 7 ZBrush 6 Stata 3
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