States
Alabama 437 Alaska 36 Arizona 647 Arkansas 428 California 15,528 Colorado 1,545 Connecticut 336 Delaware 131 District of Columbia 1,316 Florida 1,300 Georgia 1,099 Hawaii 132 Idaho 180 Illinois 1,856 Indiana 297 Iowa 271 Kansas 112 Kentucky 160 Louisiana 105 Maine 83 Maryland 1,656 Massachusetts 2,282 Michigan 687 Minnesota 405 Mississippi 91 Missouri 486 Montana 51 Nebraska 185 Nevada 197 New Hampshire 108 New Jersey 811 New Mexico 159 New York 6,752 North Carolina 1,176 North Dakota 66 Ohio 693 Oklahoma 183 Oregon 359 Pennsylvania 885 Rhode Island 87 South Carolina 196 South Dakota 56 Tennessee 282 Texas 3,710 Utah 467 Vermont 66 Virginia 3,702 Washington 2,779 West Virginia 69 Wisconsin 329 Wyoming 55
Cities
San Francisco Bay Area, CA 10,558 New York, NY 5,673 Washington, DC 3,637 Seattle, WA 2,154 Los Angeles, CA 2,083 Boston, MA 1,346 Austin, TX 1,213 Chicago, IL 1,168 Dallas–Fort Worth, TX 1,083 Denver, CO 791 Atlanta, GA 713 Raleigh–Durham, NC 474 San Diego, CA 429 Phoenix, AZ 373 Charlotte, NC 350 Houston, TX 256 Pittsburgh, PA 231 Miami, FL 218 Salt Lake City, UT 168 Philadelphia, PA 166 Detroit, MI 142 Minneapolis, MN 131 Baltimore, MD 108 Nashville, TN 62 Portland, OR 28
Role
Software Engineer 11,266 Product Manager 3,359 Engineering Manager 2,125 Project Manager 1,955 Program Manager 1,952 Data Scientist 1,547 Machine Learning Engineer 1,517 Security Engineer 1,457 Marketing Manager 1,386 Full Stack Developer 1,201 AI Engineer 1,087 DevOps Engineer 1,073 Data Engineer 891 Cybersecurity Analyst 871 IT Support Specialist 862 Backend Developer 788 Systems Administrator 775 Site Reliability Engineer 727 Graphic Designer 706 Data Analyst 645 Product Marketing Manager 633 Mobile Developer 601 Network Engineer 569 Business Analyst 560 Product Designer 538 Content Writer 527 QA Engineer 497 Growth Marketing Manager 344 Frontend Developer 337 Cloud Engineer 305 UX Designer 244 PPC Specialist 218 Email Marketing Specialist 208 Social Media Manager 198 Digital Marketing Specialist 183 Marketing Analyst 176 Community Manager 173 Video Editor 106 Creative Director 95 Brand Manager 90 SEO Specialist 79 Content Creator 78 Scrum Master 75 Influencer Marketing Manager 65 BI Developer 65 Art Director 53 Web Developer 49 Copywriter 44 Motion Designer 37 Game Designer 34 3D Artist 27 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,889 Machine learning 9,079 Product roadmapping 8,652 AWS 8,217 CI/CD 7,638 SQL 6,216 Kubernetes 6,136 LLMs 5,766 AI agents 5,406 C++ 5,144 Linux 5,124 Java 5,051 Azure 4,890 Distributed systems 4,781 Agile 4,651 Docker 4,283 Google Cloud 4,099 Git 4,090 TypeScript 3,886 Go 3,878 React 3,572 Terraform 3,331 JavaScript 3,304 Go-to-market 2,930 REST APIs 2,767 Jira 2,717 Test automation 2,644 C 2,462 PostgreSQL 2,460 Generative AI 2,453 Incident response 2,434 Product strategy 2,417 Microservices 2,393 Bash 2,292 Positioning & messaging 2,207 Excel 2,070 GitHub 1,912 Embedded systems 1,876 Node.js 1,851 Rust 1,761 Stakeholder management 1,733 PyTorch 1,727 Kafka 1,709 CRM 1,644 IAM 1,641 Product marketing 1,631 CompTIA certifications 1,625 C# 1,604 Scrum 1,585 Computer vision 1,564 Spark 1,554 Ansible 1,538 Cryptography 1,533 GitLab 1,508 Firmware 1,500 Android 1,470 Market research 1,453 Jenkins 1,413 Data modeling 1,410 Deep learning 1,375 PRDs 1,371 iOS 1,346 RAG 1,346 Data warehousing 1,311 PMP 1,310 Confluence 1,291 Design systems 1,276 NoSQL 1,259 OpenAI API 1,242 ETL 1,216 NIST 1,208 Vulnerability management 1,190 Firewalls 1,183 Salesforce 1,173 Google Workspace 1,159 Grafana 1,134 HTML 1,129 Competitive analysis 1,094 TCP/IP 1,084 Snowflake 1,083 Databricks 1,075 DNS / DHCP 1,063 Tableau 1,058 CSS 1,052 Kotlin 1,049 PowerShell 1,026 Power BI 989 Angular 988 User stories 987 CISSP 979 Prototyping 979 Figma 964 Prometheus 947 Scala 945 TensorFlow 919 MLOps 919 GitHub Actions 898 Brand marketing 897 SAP 892 A/B testing 872 Active Directory 863 Pricing strategy 832 Prompt engineering 830 MySQL 828 Spring Boot 826 R 822 NLP 821 Web accessibility (WCAG) 813 Zero Trust 812 Airflow 800 Oracle 797 Elasticsearch 788 Redis 787 Reinforcement learning 780 Unix 779 OAuth 778 User research 774 Sales enablement 773 Demand generation 773 RTOS 760 SSO / SAML 757 Splunk 750 Routing & switching 735 SOC 2 727 ServiceNow 719 GraphQL 705 VPN 703 MongoDB 694 Datadog 691 Vector databases 677 SQL Server 672 Cisco 660 BigQuery 654 ITIL 652 JUnit 651 .NET 642 SIEM 641 CUDA 639 Helm 638 VMware 628 Microsoft 365 627 SEO 621 Technical writing 620 CCNA / CCNP 615 HIPAA 611 Threat modeling 611 Serverless 593 gRPC 592 Ruby 583 Microsoft Project 580 CloudFormation 576 LangChain 563 Next.js 558 Adobe Creative Cloud 554 Budget management 553 Marketing automation 546 MATLAB 543 FedRAMP 543 SAFe 541 Product analytics 536 dbt 527 Content strategy 523 Jetpack Compose 522 SharePoint 521 Penetration testing 520 Email marketing 514 ISO 27001 503 GIAC certifications 488 Argo CD 483 CMS 471 pandas 470 scikit-learn 456 macOS 452 EDR 449 Windows Server 447 HubSpot 432 Six Sigma 429 Vue.js 422 OpenTelemetry 422 Looker 417 ELK Stack 417 Typography 415 FastAPI 404 DynamoDB 403 Chef / Puppet 396 Event marketing 394 Photoshop 375 Google Analytics 370 Video editing 369 FPGA 367 Hadoop 366 Okta 366 Load testing 362 React Native 359 OpenShift 338 Paid social 337 Illustrator 336 Account-based marketing 334 SAST / DAST 333 NumPy 328 Flink 323 Service mesh 323 Django 321 Intune / SCCM 319 Redshift 313 CISM 306 SD-WAN 296 Kanban 296 OWASP 294 GRC 294 Blockchain 293 Motion graphics 283 Hugging Face 282 Wireframing 280 RabbitMQ 275 Swift 273 Ruby on Rails 266 Selenium 263 Juniper 260 ClickHouse 258 Perl 255 OKRs 255 Playwright 254 Power Platform 248 Smartsheet 246 WebSockets 241 Content marketing 240 Cassandra 228 Google Ads 226 Pulumi 223 Wireshark 222 Unreal Engine 222 PPC 219 Flask 209 PCI DSS 209 SOAR 207 Information architecture 207 After Effects 207 Canva 205 Copywriting 205 SageMaker 196 Marketo 194 Redux 192 Premiere Pro 192 Asana 188 Vertex AI 181 InDesign 175 Presto / Trino 174 NetSuite 174 Notion 172 Cypress 170 Tailwind CSS 166 Cloudflare 161 Hive 160 Jamf 157 Salesforce Marketing Cloud 155 Kinesis 151 Postman 148 pytest 146 Influencer marketing 146 Workday 146 Zapier 144 Jest 140 PHP 138 OSCP 138 Shopify 132 Zendesk 131 monday.com 130 SEM 129 WordPress 125 Amplitude 120 New Relic 119 Conversion rate optimization 118 jQuery 116 Cucumber 113 Jupyter 106 Verilog / VHDL 106 SwiftUI 105 Meta Ads 105 Neo4j 103 CapCut 100 Unity 99 Braze 99 XGBoost 95 WebGL 92 SAS 92 NestJS 90 Fivetran 87 Programmatic advertising 86 SEO tools 86 HashiCorp Vault 85 Nginx 84 VBA 83 Google Search Console 81 Social media tools 80 Informatica 78 Keras 77 Sketch 77 Blender 76 PCB design 76 Firebase 73 Vite 72 D3.js 72 Looker Studio 71 Affiliate marketing 71 Final Cut Pro 70 LinkedIn Ads 70 Mixpanel 68 Airtable 68 Three.js 67 Flutter 67 Webflow 67 Adobe Analytics 66 Webpack 63 Google Tag Manager 59 Iterable 58 Svelte 57 Qlik 54 DaVinci Resolve 54 Citrix 51 Klaviyo 51 Objective-C 50 Miro 50 Elixir 48 UIKit 48 Storybook 47 Maya 44 Appium 43 Cinema 4D 42 Lua 41 Sass 40 Markdown 36 Haskell 33 Express.js 31 Xcode 31 Trello 31 Adobe XD 30 Dart 29 Alteryx 29 TestRail 28 TikTok Ads 28 Mailchimp 27 Retool 25 Laravel 24 SPSS 23 Framer 22 AP Style 19 Substance 3D 16 Amazon Ads 16 Solidity 15 Clojure 11 Erlang 9 Houdini 9 ZBrush 8 Stata 3
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