States
Alabama 433 Alaska 36 Arizona 630 Arkansas 422 California 15,710 Colorado 1,532 Connecticut 328 Delaware 134 District of Columbia 1,316 Florida 1,327 Georgia 1,102 Hawaii 134 Idaho 174 Illinois 1,859 Indiana 306 Iowa 273 Kansas 113 Kentucky 165 Louisiana 104 Maine 77 Maryland 1,641 Massachusetts 2,269 Michigan 680 Minnesota 403 Mississippi 89 Missouri 485 Montana 50 Nebraska 183 Nevada 191 New Hampshire 111 New Jersey 791 New Mexico 160 New York 6,821 North Carolina 1,179 North Dakota 64 Ohio 686 Oklahoma 173 Oregon 352 Pennsylvania 882 Rhode Island 85 South Carolina 193 South Dakota 53 Tennessee 287 Texas 3,744 Utah 461 Vermont 64 Virginia 3,722 Washington 2,776 West Virginia 67 Wisconsin 321 Wyoming 50
Cities
San Francisco Bay Area, CA 10,680 New York, NY 5,731 Washington, DC 3,659 Seattle, WA 2,172 Los Angeles, CA 2,104 Boston, MA 1,338 Austin, TX 1,245 Chicago, IL 1,158 Dallas–Fort Worth, TX 1,091 Denver, CO 797 Atlanta, GA 722 Raleigh–Durham, NC 486 San Diego, CA 419 Phoenix, AZ 356 Charlotte, NC 349 Houston, TX 259 Pittsburgh, PA 228 Miami, FL 223 Salt Lake City, UT 173 Philadelphia, PA 163 Detroit, MI 142 Minneapolis, MN 130 Baltimore, MD 102 Nashville, TN 59 Portland, OR 30
Role
Software Engineer 11,340 Product Manager 3,370 Engineering Manager 2,125 Program Manager 1,957 Project Manager 1,950 Data Scientist 1,536 Machine Learning Engineer 1,516 Security Engineer 1,481 Marketing Manager 1,409 Full Stack Developer 1,216 AI Engineer 1,103 DevOps Engineer 1,087 Data Engineer 896 IT Support Specialist 869 Cybersecurity Analyst 863 Backend Developer 797 Systems Administrator 764 Site Reliability Engineer 753 Graphic Designer 729 Data Analyst 641 Product Marketing Manager 640 Mobile Developer 587 Network Engineer 569 Business Analyst 548 Product Designer 546 Content Writer 532 QA Engineer 498 Growth Marketing Manager 353 Frontend Developer 337 Cloud Engineer 298 UX Designer 241 PPC Specialist 218 Email Marketing Specialist 204 Social Media Manager 202 Marketing Analyst 178 Community Manager 174 Digital Marketing Specialist 173 Video Editor 106 Creative Director 97 Brand Manager 89 SEO Specialist 81 Content Creator 77 Scrum Master 72 Influencer Marketing Manager 63 BI Developer 62 Art Director 51 Web Developer 49 Copywriter 45 Motion Designer 33 Game Designer 33 3D Artist 29 UI Designer 25 Animator 22 Web Designer 15
Skills
Python 14,938 Machine learning 9,093 Product roadmapping 8,744 AWS 8,233 CI/CD 7,723 SQL 6,200 Kubernetes 6,186 LLMs 5,801 AI agents 5,521 Linux 5,182 C++ 5,175 Java 5,088 Azure 4,956 Distributed systems 4,855 Agile 4,618 Docker 4,281 Google Cloud 4,109 Git 4,085 Go 3,976 TypeScript 3,946 React 3,578 Terraform 3,361 JavaScript 3,308 Go-to-market 2,982 REST APIs 2,762 Test automation 2,709 Jira 2,705 PostgreSQL 2,469 Incident response 2,465 C 2,450 Product strategy 2,449 Generative AI 2,415 Microservices 2,409 Bash 2,295 Positioning & messaging 2,224 Excel 2,080 GitHub 1,911 Embedded systems 1,892 Node.js 1,848 Rust 1,823 Stakeholder management 1,741 Kafka 1,726 PyTorch 1,720 CRM 1,686 IAM 1,669 Product marketing 1,660 C# 1,614 Scrum 1,595 CompTIA certifications 1,591 Computer vision 1,576 Spark 1,575 Cryptography 1,572 Ansible 1,564 Firmware 1,520 GitLab 1,488 Market research 1,473 Android 1,464 Data modeling 1,445 Jenkins 1,410 PRDs 1,364 iOS 1,350 RAG 1,342 Deep learning 1,336 PMP 1,336 Data warehousing 1,334 Confluence 1,293 Design systems 1,276 NoSQL 1,262 ETL 1,230 Firewalls 1,221 NIST 1,220 OpenAI API 1,212 Salesforce 1,210 Vulnerability management 1,204 Grafana 1,139 HTML 1,123 Google Workspace 1,121 TCP/IP 1,113 Competitive analysis 1,110 DNS / DHCP 1,094 Databricks 1,089 Snowflake 1,083 Tableau 1,067 CSS 1,049 Kotlin 1,038 PowerShell 1,034 Power BI 1,002 CISSP 994 Angular 992 Prototyping 985 Scala 980 Figma 971 User stories 957 Prometheus 956 MLOps 920 GitHub Actions 912 Brand marketing 909 TensorFlow 904 SAP 892 Active Directory 865 Pricing strategy 858 A/B testing 857 Prompt engineering 825 MySQL 819 Spring Boot 814 Zero Trust 811 Web accessibility (WCAG) 809 Airflow 805 Reinforcement learning 799 R 798 OAuth 790 Oracle 788 Demand generation 785 NLP 781 Redis 774 Sales enablement 772 Elasticsearch 771 User research 771 Unix 767 SSO / SAML 761 Splunk 752 RTOS 752 Routing & switching 743 SOC 2 726 ServiceNow 715 VPN 713 GraphQL 701 Datadog 701 MongoDB 691 SQL Server 672 Cisco 672 Microsoft 365 653 .NET 652 ITIL 651 Vector databases 650 JUnit 649 BigQuery 648 CUDA 646 SIEM 643 Technical writing 637 Helm 636 VMware 636 Threat modeling 633 Serverless 626 SEO 625 CCNA / CCNP 622 HIPAA 606 gRPC 602 CloudFormation 584 Microsoft Project 584 Budget management 577 Ruby 572 Next.js 564 LangChain 560 Adobe Creative Cloud 560 Marketing automation 559 FedRAMP 552 MATLAB 543 SAFe 537 dbt 536 Content strategy 530 SharePoint 530 Penetration testing 528 Product analytics 522 Jetpack Compose 517 Email marketing 511 ISO 27001 509 GIAC certifications 501 Argo CD 484 CMS 468 macOS 464 pandas 463 EDR 462 Windows Server 456 scikit-learn 452 HubSpot 447 OpenTelemetry 439 Six Sigma 437 ELK Stack 417 Typography 415 Vue.js 413 FastAPI 412 Chef / Puppet 405 Looker 402 DynamoDB 401 Event marketing 399 Google Analytics 383 Okta 381 FPGA 373 Photoshop 371 Hadoop 370 Load testing 369 Video editing 369 React Native 364 SAST / DAST 351 Account-based marketing 343 Flink 338 OpenShift 338 Illustrator 329 Paid social 328 CISM 325 NumPy 323 Intune / SCCM 318 Redshift 316 Service mesh 316 Django 310 SD-WAN 308 OWASP 308 GRC 300 Blockchain 295 Kanban 294 Motion graphics 285 RabbitMQ 282 Wireframing 278 Hugging Face 273 ClickHouse 270 Swift 267 Selenium 265 Juniper 263 Perl 261 OKRs 259 Ruby on Rails 258 Playwright 252 Smartsheet 251 Power Platform 246 Content marketing 243 Unreal Engine 236 WebSockets 235 Pulumi 232 Wireshark 232 Google Ads 227 Cassandra 225 PPC 222 Canva 212 PCI DSS 211 Information architecture 209 After Effects 208 SOAR 207 Copywriting 206 Premiere Pro 202 Flask 201 Marketo 198 Redux 196 Asana 195 SageMaker 192 NetSuite 182 Presto / Trino 181 Vertex AI 180 InDesign 175 Notion 175 Cypress 170 Hive 168 Cloudflare 160 Tailwind CSS 159 Jamf 153 Postman 151 Kinesis 150 Salesforce Marketing Cloud 150 Influencer marketing 148 Workday 147 OSCP 145 pytest 144 Zapier 144 Jest 140 monday.com 138 PHP 135 Zendesk 132 Shopify 131 SEM 129 WordPress 125 New Relic 121 jQuery 120 Amplitude 115 Conversion rate optimization 115 Cucumber 114 Meta Ads 107 Verilog / VHDL 107 CapCut 103 Neo4j 102 SwiftUI 101 Unity 101 Jupyter 99 Braze 95 NestJS 93 SEO tools 91 WebGL 89 SAS 89 Programmatic advertising 88 Fivetran 87 Nginx 85 XGBoost 85 Google Search Console 85 Blender 84 Keras 82 HashiCorp Vault 82 Sketch 79 PCB design 79 Social media tools 78 VBA 76 Final Cut Pro 75 Informatica 74 Vite 73 Airtable 71 Firebase 70 Looker Studio 70 Mixpanel 70 LinkedIn Ads 70 Webflow 69 Flutter 67 Affiliate marketing 67 D3.js 65 Three.js 63 Webpack 61 Adobe Analytics 61 Iterable 60 Qlik 57 DaVinci Resolve 56 Google Tag Manager 55 Svelte 54 Klaviyo 51 Elixir 50 Storybook 50 Citrix 50 Miro 50 Maya 49 Objective-C 47 Lua 46 UIKit 44 Cinema 4D 43 Sass 42 Appium 40 Haskell 33 Adobe XD 33 Xcode 32 Markdown 32 Dart 31 Trello 29 Express.js 28 TestRail 28 TikTok Ads 28 Laravel 27 Alteryx 27 Mailchimp 27 AP Style 23 Retool 23 Framer 22 SPSS 21 Substance 3D 18 Houdini 16 Amazon Ads 16 Solidity 14 Clojure 11 Erlang 9 ZBrush 8 Stata 3
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