States
Alabama 441 Alaska 43 Arizona 635 Arkansas 431 California 15,349 Colorado 1,532 Connecticut 339 Delaware 136 District of Columbia 1,309 Florida 1,284 Georgia 1,075 Hawaii 136 Idaho 176 Illinois 1,844 Indiana 304 Iowa 277 Kansas 119 Kentucky 160 Louisiana 114 Maine 81 Maryland 1,642 Massachusetts 2,275 Michigan 694 Minnesota 400 Mississippi 96 Missouri 474 Montana 51 Nebraska 188 Nevada 201 New Hampshire 110 New Jersey 810 New Mexico 163 New York 6,687 North Carolina 1,177 North Dakota 73 Ohio 691 Oklahoma 186 Oregon 345 Pennsylvania 883 Rhode Island 92 South Carolina 202 South Dakota 61 Tennessee 284 Texas 3,635 Utah 462 Vermont 72 Virginia 3,693 Washington 2,764 West Virginia 78 Wisconsin 332 Wyoming 61
Cities
San Francisco Bay Area, CA 10,419 New York, NY 5,603 Washington, DC 3,617 Seattle, WA 2,143 Los Angeles, CA 2,070 Boston, MA 1,346 Austin, TX 1,186 Chicago, IL 1,153 Dallas–Fort Worth, TX 1,054 Denver, CO 796 Atlanta, GA 691 Raleigh–Durham, NC 472 San Diego, CA 426 Phoenix, AZ 354 Charlotte, NC 339 Houston, TX 255 Pittsburgh, PA 227 Miami, FL 211 Philadelphia, PA 166 Salt Lake City, UT 164 Detroit, MI 142 Minneapolis, MN 128 Baltimore, MD 104 Nashville, TN 62 Portland, OR 28
Role
Software Engineer 11,197 Product Manager 3,304 Engineering Manager 2,104 Project Manager 1,931 Program Manager 1,916 Data Scientist 1,551 Machine Learning Engineer 1,496 Security Engineer 1,439 Marketing Manager 1,350 Full Stack Developer 1,211 AI Engineer 1,070 DevOps Engineer 1,059 Data Engineer 894 Cybersecurity Analyst 849 IT Support Specialist 844 Backend Developer 790 Systems Administrator 770 Site Reliability Engineer 726 Graphic Designer 695 Data Analyst 646 Product Marketing Manager 618 Mobile Developer 592 Network Engineer 566 Business Analyst 549 Product Designer 535 Content Writer 515 QA Engineer 498 Growth Marketing Manager 344 Frontend Developer 332 Cloud Engineer 300 UX Designer 240 PPC Specialist 220 Email Marketing Specialist 212 Social Media Manager 200 Digital Marketing Specialist 180 Marketing Analyst 176 Community Manager 173 Video Editor 104 Brand Manager 91 Creative Director 90 Content Creator 79 SEO Specialist 78 Scrum Master 66 Influencer Marketing Manager 65 BI Developer 62 Web Developer 51 Art Director 51 Copywriter 47 Game Designer 36 Motion Designer 35 3D Artist 27 UI Designer 21 Animator 21 Web Designer 16
Skills
Python 14,815 Machine learning 9,045 Product roadmapping 8,555 AWS 8,200 CI/CD 7,574 SQL 6,172 Kubernetes 6,109 LLMs 5,736 AI agents 5,338 C++ 5,115 Linux 5,052 Java 4,997 Azure 4,853 Distributed systems 4,727 Agile 4,558 Docker 4,254 Google Cloud 4,087 Git 4,040 TypeScript 3,886 Go 3,835 React 3,584 Terraform 3,324 JavaScript 3,299 Go-to-market 2,851 REST APIs 2,752 Jira 2,670 Test automation 2,615 PostgreSQL 2,470 C 2,443 Generative AI 2,442 Product strategy 2,403 Incident response 2,396 Microservices 2,363 Bash 2,220 Positioning & messaging 2,152 Excel 2,043 GitHub 1,883 Embedded systems 1,858 Node.js 1,848 Rust 1,754 PyTorch 1,706 Stakeholder management 1,705 Kafka 1,701 IAM 1,621 CompTIA certifications 1,621 Product marketing 1,618 CRM 1,615 C# 1,595 Spark 1,566 Computer vision 1,563 Scrum 1,561 Cryptography 1,504 Ansible 1,497 GitLab 1,475 Firmware 1,473 Android 1,462 Market research 1,444 Data modeling 1,404 Jenkins 1,384 Deep learning 1,372 PRDs 1,360 iOS 1,335 RAG 1,327 Data warehousing 1,309 Design systems 1,283 PMP 1,277 Confluence 1,261 NoSQL 1,226 ETL 1,226 OpenAI API 1,223 NIST 1,188 Vulnerability management 1,176 Firewalls 1,169 Google Workspace 1,159 Salesforce 1,153 HTML 1,141 Grafana 1,118 Competitive analysis 1,086 CSS 1,078 Snowflake 1,072 Databricks 1,063 TCP/IP 1,059 Tableau 1,049 DNS / DHCP 1,041 Kotlin 1,034 PowerShell 1,003 Power BI 979 Prototyping 976 CISSP 970 Angular 966 Figma 960 User stories 957 MLOps 936 Scala 927 Prometheus 927 TensorFlow 916 SAP 896 GitHub Actions 891 Brand marketing 885 A/B testing 861 Active Directory 854 Spring Boot 832 NLP 826 MySQL 824 R 823 Prompt engineering 822 Web accessibility (WCAG) 818 Pricing strategy 813 Airflow 812 Zero Trust 801 Redis 790 Elasticsearch 788 Oracle 787 User research 780 Demand generation 777 Unix 768 Reinforcement learning 766 Sales enablement 759 RTOS 756 OAuth 750 SSO / SAML 749 Splunk 721 Routing & switching 718 SOC 2 706 ServiceNow 705 GraphQL 703 VPN 694 MongoDB 683 Vector databases 682 Datadog 681 SQL Server 659 ITIL 655 BigQuery 651 Cisco 641 JUnit 639 Helm 632 CUDA 631 SIEM 627 SEO 626 VMware 625 .NET 624 Microsoft 365 617 HIPAA 615 CCNA / CCNP 609 Technical writing 601 Serverless 593 Threat modeling 592 gRPC 588 CloudFormation 579 Microsoft Project 579 Ruby 571 Next.js 564 LangChain 560 MATLAB 550 Budget management 546 Marketing automation 542 Product analytics 540 Adobe Creative Cloud 539 dbt 534 FedRAMP 534 Email marketing 523 Content strategy 523 SAFe 520 Jetpack Compose 518 SharePoint 517 Penetration testing 516 ISO 27001 497 GIAC certifications 489 pandas 480 scikit-learn 476 Argo CD 472 CMS 466 macOS 445 EDR 444 Windows Server 440 HubSpot 428 Looker 427 Six Sigma 425 Vue.js 421 DynamoDB 410 ELK Stack 410 Typography 406 FastAPI 400 OpenTelemetry 397 Event marketing 396 Chef / Puppet 385 Photoshop 371 FPGA 371 Google Analytics 370 Hadoop 368 Load testing 367 Video editing 365 Okta 364 React Native 363 Paid social 342 OpenShift 337 NumPy 334 SAST / DAST 334 Illustrator 334 Django 332 Account-based marketing 330 Service mesh 328 Intune / SCCM 316 Flink 314 Redshift 312 CISM 302 OWASP 294 Wireframing 293 Blockchain 291 GRC 286 Kanban 286 SD-WAN 283 Hugging Face 279 Motion graphics 277 RabbitMQ 271 Swift 268 Selenium 263 Ruby on Rails 262 Juniper 262 ClickHouse 258 Perl 257 Playwright 250 OKRs 248 Power Platform 248 Smartsheet 244 Content marketing 240 WebSockets 237 Unreal Engine 230 Cassandra 226 Google Ads 223 Pulumi 222 Wireshark 222 Flask 219 PPC 216 After Effects 209 Information architecture 205 Canva 204 PCI DSS 203 Copywriting 198 SageMaker 197 Redux 195 Marketo 195 SOAR 191 Premiere Pro 189 Asana 189 Vertex AI 184 Tailwind CSS 179 InDesign 174 NetSuite 173 Presto / Trino 172 Notion 172 Cypress 163 Hive 158 Salesforce Marketing Cloud 157 Cloudflare 156 Jamf 154 Kinesis 151 pytest 149 Postman 149 Influencer marketing 146 Workday 145 OSCP 140 PHP 139 Jest 139 Zapier 139 monday.com 133 Zendesk 131 Shopify 130 SEM 127 WordPress 125 Amplitude 121 Conversion rate optimization 120 New Relic 119 jQuery 117 Cucumber 109 Verilog / VHDL 106 Jupyter 105 SwiftUI 104 Unity 104 Meta Ads 104 Neo4j 102 XGBoost 99 CapCut 99 Braze 98 SAS 97 Fivetran 92 NestJS 91 WebGL 90 VBA 88 Programmatic advertising 88 SEO tools 87 Nginx 86 HashiCorp Vault 82 Sketch 82 Google Search Console 81 Social media tools 81 Blender 78 Informatica 77 Keras 77 Airtable 77 D3.js 74 Looker Studio 73 Firebase 72 PCB design 72 Final Cut Pro 71 LinkedIn Ads 70 Affiliate marketing 69 Vite 68 Three.js 68 Flutter 68 Webflow 68 Mixpanel 65 Adobe Analytics 63 Webpack 60 Svelte 57 Iterable 56 Google Tag Manager 56 Qlik 54 Citrix 54 DaVinci Resolve 54 Klaviyo 51 Elixir 49 UIKit 48 Miro 48 Objective-C 47 Storybook 47 Maya 45 Appium 43 Lua 41 Cinema 4D 41 Sass 38 Markdown 35 Adobe XD 33 Express.js 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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