States
Alabama 434 Alaska 32 Arizona 650 Arkansas 429 California 15,678 Colorado 1,539 Connecticut 338 Delaware 127 District of Columbia 1,326 Florida 1,305 Georgia 1,092 Hawaii 131 Idaho 172 Illinois 1,867 Indiana 294 Iowa 267 Kansas 107 Kentucky 154 Louisiana 99 Maine 78 Maryland 1,657 Massachusetts 2,288 Michigan 678 Minnesota 402 Mississippi 84 Missouri 467 Montana 48 Nebraska 180 Nevada 186 New Hampshire 104 New Jersey 797 New Mexico 150 New York 6,777 North Carolina 1,180 North Dakota 61 Ohio 677 Oklahoma 172 Oregon 357 Pennsylvania 868 Rhode Island 81 South Carolina 193 South Dakota 50 Tennessee 277 Texas 3,720 Utah 459 Vermont 61 Virginia 3,712 Washington 2,785 West Virginia 63 Wisconsin 317 Wyoming 48
Cities
San Francisco Bay Area, CA 10,658 New York, NY 5,681 Washington, DC 3,649 Seattle, WA 2,167 Los Angeles, CA 2,093 Boston, MA 1,350 Austin, TX 1,220 Chicago, IL 1,169 Dallas–Fort Worth, TX 1,094 Denver, CO 790 Atlanta, GA 718 Raleigh–Durham, NC 483 San Diego, CA 426 Phoenix, AZ 375 Charlotte, NC 350 Houston, TX 256 Pittsburgh, PA 229 Miami, FL 222 Salt Lake City, UT 172 Philadelphia, PA 165 Detroit, MI 141 Minneapolis, MN 135 Baltimore, MD 107 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,311 Product Manager 3,362 Engineering Manager 2,129 Program Manager 1,962 Project Manager 1,940 Data Scientist 1,555 Machine Learning Engineer 1,517 Security Engineer 1,467 Marketing Manager 1,391 Full Stack Developer 1,200 AI Engineer 1,088 DevOps Engineer 1,071 Data Engineer 903 Cybersecurity Analyst 872 IT Support Specialist 867 Backend Developer 784 Systems Administrator 772 Site Reliability Engineer 734 Graphic Designer 717 Data Analyst 649 Product Marketing Manager 627 Mobile Developer 598 Network Engineer 575 Business Analyst 549 Product Designer 540 Content Writer 523 QA Engineer 490 Growth Marketing Manager 348 Frontend Developer 330 Cloud Engineer 306 UX Designer 245 PPC Specialist 218 Email Marketing Specialist 209 Social Media Manager 197 Community Manager 175 Digital Marketing Specialist 175 Marketing Analyst 174 Video Editor 106 Creative Director 98 Brand Manager 94 SEO Specialist 83 Content Creator 77 Scrum Master 72 BI Developer 64 Influencer Marketing Manager 63 Web Developer 51 Art Director 50 Copywriter 45 Motion Designer 35 Game Designer 32 3D Artist 29 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,975 Machine learning 9,120 Product roadmapping 8,687 AWS 8,230 CI/CD 7,698 SQL 6,219 Kubernetes 6,170 LLMs 5,792 AI agents 5,443 C++ 5,179 Linux 5,178 Java 5,068 Azure 4,935 Distributed systems 4,790 Agile 4,647 Docker 4,298 Google Cloud 4,104 Git 4,091 Go 3,926 TypeScript 3,914 React 3,573 Terraform 3,354 JavaScript 3,315 Go-to-market 2,944 REST APIs 2,769 Jira 2,735 Test automation 2,686 C 2,463 PostgreSQL 2,459 Generative AI 2,449 Incident response 2,443 Product strategy 2,421 Microservices 2,404 Bash 2,298 Positioning & messaging 2,202 Excel 2,075 GitHub 1,902 Embedded systems 1,883 Node.js 1,862 Rust 1,796 PyTorch 1,742 Stakeholder management 1,740 Kafka 1,729 IAM 1,661 CRM 1,660 Product marketing 1,632 CompTIA certifications 1,613 C# 1,612 Computer vision 1,593 Scrum 1,578 Spark 1,573 Ansible 1,558 Cryptography 1,557 Firmware 1,528 GitLab 1,506 Android 1,465 Market research 1,459 Data modeling 1,423 Jenkins 1,420 Deep learning 1,375 PRDs 1,359 RAG 1,350 iOS 1,345 Data warehousing 1,322 Confluence 1,305 PMP 1,300 Design systems 1,277 NoSQL 1,258 OpenAI API 1,251 NIST 1,225 ETL 1,215 Firewalls 1,209 Vulnerability management 1,200 Salesforce 1,189 Google Workspace 1,159 Grafana 1,142 HTML 1,132 Databricks 1,093 TCP/IP 1,093 Competitive analysis 1,090 Snowflake 1,087 DNS / DHCP 1,074 Tableau 1,068 CSS 1,055 Kotlin 1,044 PowerShell 1,029 Power BI 1,003 Angular 989 CISSP 982 User stories 980 Prototyping 977 Scala 967 Figma 966 Prometheus 951 TensorFlow 924 MLOps 921 Brand marketing 902 GitHub Actions 896 SAP 885 Active Directory 873 A/B testing 864 Pricing strategy 840 Prompt engineering 831 MySQL 825 Web accessibility (WCAG) 820 Spring Boot 820 Zero Trust 815 R 810 Airflow 804 NLP 804 Reinforcement learning 794 Oracle 793 Elasticsearch 786 Redis 784 OAuth 781 User research 780 Unix 779 Sales enablement 769 RTOS 766 Demand generation 764 SSO / SAML 760 Splunk 754 Routing & switching 740 SOC 2 725 ServiceNow 722 VPN 709 GraphQL 702 Datadog 696 MongoDB 692 SQL Server 682 Cisco 677 Vector databases 673 JUnit 653 CUDA 651 ITIL 651 BigQuery 648 .NET 647 Microsoft 365 640 SIEM 639 Helm 638 Threat modeling 630 VMware 626 SEO 623 CCNA / CCNP 621 Technical writing 618 HIPAA 615 Serverless 606 gRPC 593 CloudFormation 582 Ruby 579 Microsoft Project 572 Next.js 564 LangChain 563 Budget management 561 Adobe Creative Cloud 553 FedRAMP 551 Marketing automation 551 MATLAB 546 SAFe 543 dbt 536 Product analytics 536 SharePoint 533 Penetration testing 529 Content strategy 523 Jetpack Compose 521 Email marketing 510 ISO 27001 504 GIAC certifications 498 Argo CD 486 pandas 471 CMS 465 scikit-learn 460 macOS 457 EDR 451 Windows Server 446 HubSpot 436 Six Sigma 430 OpenTelemetry 428 Vue.js 419 ELK Stack 419 DynamoDB 412 Typography 412 FastAPI 407 Looker 407 Chef / Puppet 402 Event marketing 388 Okta 383 Google Analytics 377 FPGA 372 Photoshop 369 Load testing 368 Video editing 365 Hadoop 364 React Native 362 Paid social 339 OpenShift 337 SAST / DAST 337 Account-based marketing 333 Illustrator 332 Flink 329 NumPy 329 Service mesh 326 Intune / SCCM 323 Redshift 322 Django 316 CISM 312 SD-WAN 301 OWASP 300 Kanban 300 Blockchain 299 GRC 296 Hugging Face 283 Wireframing 282 Motion graphics 280 RabbitMQ 278 Swift 274 Juniper 270 Perl 266 ClickHouse 264 Selenium 264 OKRs 262 Ruby on Rails 261 Playwright 255 Smartsheet 249 Power Platform 247 Content marketing 243 WebSockets 237 Unreal Engine 230 Cassandra 229 Pulumi 228 Wireshark 228 Google Ads 227 PPC 221 Information architecture 211 PCI DSS 207 Copywriting 207 After Effects 206 Flask 205 SOAR 205 Canva 205 Marketo 196 Redux 194 SageMaker 194 Asana 192 Premiere Pro 191 Vertex AI 181 Notion 178 NetSuite 177 InDesign 176 Presto / Trino 175 Cypress 169 Tailwind CSS 163 Hive 162 Cloudflare 160 Jamf 160 Kinesis 153 Salesforce Marketing Cloud 153 Postman 151 Zapier 146 pytest 145 Influencer marketing 143 Workday 143 OSCP 141 Jest 138 PHP 137 SEM 132 monday.com 131 Zendesk 130 Shopify 130 WordPress 126 Amplitude 119 jQuery 116 New Relic 115 Conversion rate optimization 115 Cucumber 113 Meta Ads 107 Verilog / VHDL 107 SwiftUI 103 Jupyter 103 Unity 103 Neo4j 101 CapCut 101 Braze 101 XGBoost 95 NestJS 93 WebGL 92 SAS 92 SEO tools 92 Google Search Console 88 Fivetran 86 Programmatic advertising 86 Nginx 85 HashiCorp Vault 84 Keras 83 VBA 82 Blender 80 PCB design 79 Social media tools 78 Sketch 76 Informatica 75 Firebase 73 Looker Studio 73 Vite 72 Affiliate marketing 72 LinkedIn Ads 71 D3.js 70 Mixpanel 69 Airtable 69 Final Cut Pro 68 Webflow 67 Three.js 66 Flutter 66 Adobe Analytics 66 Webpack 61 Iterable 59 Google Tag Manager 58 DaVinci Resolve 56 Svelte 54 Qlik 54 Citrix 52 Klaviyo 51 Miro 50 Objective-C 48 Elixir 47 Storybook 47 UIKit 47 Cinema 4D 44 Maya 44 Lua 43 Appium 41 Sass 40 Markdown 35 Haskell 33 Xcode 32 Adobe XD 31 Trello 31 Dart 30 Alteryx 30 Express.js 29 TikTok Ads 28 TestRail 27 Mailchimp 26 Laravel 25 Retool 24 SPSS 22 Framer 21 AP Style 19 Substance 3D 17 Amazon Ads 15 Solidity 14 Houdini 13 Clojure 11 Erlang 9 ZBrush 8 Stata 3
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