States
Alabama 431 Alaska 36 Arizona 629 Arkansas 422 California 15,693 Colorado 1,531 Connecticut 328 Delaware 134 District of Columbia 1,315 Florida 1,327 Georgia 1,100 Hawaii 133 Idaho 174 Illinois 1,859 Indiana 304 Iowa 272 Kansas 113 Kentucky 165 Louisiana 104 Maine 77 Maryland 1,642 Massachusetts 2,268 Michigan 681 Minnesota 402 Mississippi 89 Missouri 485 Montana 50 Nebraska 183 Nevada 191 New Hampshire 111 New Jersey 790 New Mexico 160 New York 6,823 North Carolina 1,178 North Dakota 64 Ohio 686 Oklahoma 172 Oregon 352 Pennsylvania 884 Rhode Island 85 South Carolina 193 South Dakota 53 Tennessee 287 Texas 3,739 Utah 461 Vermont 64 Virginia 3,719 Washington 2,775 West Virginia 67 Wisconsin 321 Wyoming 50
Cities
San Francisco Bay Area, CA 10,676 New York, NY 5,732 Washington, DC 3,655 Seattle, WA 2,173 Los Angeles, CA 2,101 Boston, MA 1,339 Austin, TX 1,246 Chicago, IL 1,158 Dallas–Fort Worth, TX 1,087 Denver, CO 798 Atlanta, GA 720 Raleigh–Durham, NC 486 San Diego, CA 418 Phoenix, AZ 355 Charlotte, NC 348 Houston, TX 259 Pittsburgh, PA 230 Miami, FL 223 Salt Lake City, UT 173 Philadelphia, PA 163 Detroit, MI 142 Minneapolis, MN 129 Baltimore, MD 103 Nashville, TN 59 Portland, OR 30
Role
Software Engineer 11,333 Product Manager 3,370 Engineering Manager 2,125 Program Manager 1,953 Project Manager 1,949 Data Scientist 1,534 Machine Learning Engineer 1,516 Security Engineer 1,480 Marketing Manager 1,409 Full Stack Developer 1,216 AI Engineer 1,103 DevOps Engineer 1,088 Data Engineer 896 IT Support Specialist 868 Cybersecurity Analyst 863 Backend Developer 797 Systems Administrator 765 Site Reliability Engineer 752 Graphic Designer 729 Data Analyst 642 Product Marketing Manager 640 Mobile Developer 587 Network Engineer 569 Business Analyst 548 Product Designer 546 Content Writer 530 QA Engineer 497 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 50 Copywriter 45 Motion Designer 33 Game Designer 33 3D Artist 29 UI Designer 24 Animator 22 Web Designer 15
Skills
Python 14,931 Machine learning 9,092 Product roadmapping 8,738 AWS 8,225 CI/CD 7,717 SQL 6,199 Kubernetes 6,180 LLMs 5,799 AI agents 5,514 Linux 5,180 C++ 5,173 Java 5,078 Azure 4,948 Distributed systems 4,852 Agile 4,618 Docker 4,281 Google Cloud 4,101 Git 4,083 Go 3,971 TypeScript 3,942 React 3,580 Terraform 3,359 JavaScript 3,305 Go-to-market 2,981 REST APIs 2,762 Test automation 2,706 Jira 2,702 PostgreSQL 2,469 Incident response 2,463 C 2,451 Product strategy 2,447 Generative AI 2,413 Microservices 2,408 Bash 2,296 Positioning & messaging 2,223 Excel 2,077 GitHub 1,909 Embedded systems 1,890 Node.js 1,848 Rust 1,821 Stakeholder management 1,737 Kafka 1,725 PyTorch 1,722 CRM 1,684 IAM 1,669 Product marketing 1,658 C# 1,614 Scrum 1,594 CompTIA certifications 1,590 Spark 1,574 Cryptography 1,572 Computer vision 1,571 Ansible 1,564 Firmware 1,520 GitLab 1,489 Market research 1,472 Android 1,464 Data modeling 1,443 Jenkins 1,410 PRDs 1,362 iOS 1,350 RAG 1,342 Deep learning 1,335 Data warehousing 1,334 PMP 1,333 Confluence 1,292 Design systems 1,276 NoSQL 1,261 ETL 1,229 Firewalls 1,221 NIST 1,218 OpenAI API 1,212 Salesforce 1,209 Vulnerability management 1,200 Grafana 1,137 HTML 1,123 Google Workspace 1,122 TCP/IP 1,113 Competitive analysis 1,109 DNS / DHCP 1,094 Databricks 1,090 Snowflake 1,084 Tableau 1,066 CSS 1,051 PowerShell 1,035 Kotlin 1,034 Power BI 1,003 CISSP 993 Angular 992 Prototyping 984 Scala 979 Figma 971 User stories 957 Prometheus 954 MLOps 920 GitHub Actions 911 Brand marketing 908 TensorFlow 905 SAP 890 Active Directory 866 A/B testing 856 Pricing strategy 856 Prompt engineering 825 MySQL 819 Spring Boot 814 Zero Trust 811 Web accessibility (WCAG) 808 Airflow 805 Reinforcement learning 799 R 796 OAuth 788 Oracle 786 Demand generation 784 NLP 781 Redis 774 Sales enablement 772 Elasticsearch 771 User research 771 Unix 766 SSO / SAML 759 Splunk 752 RTOS 751 Routing & switching 743 SOC 2 725 VPN 715 ServiceNow 714 GraphQL 701 Datadog 701 MongoDB 691 SQL Server 672 Cisco 672 Microsoft 365 653 .NET 652 Vector databases 650 ITIL 649 JUnit 649 BigQuery 647 CUDA 646 SIEM 643 Helm 636 VMware 635 Technical writing 634 Threat modeling 629 Serverless 626 SEO 625 CCNA / CCNP 622 HIPAA 606 gRPC 602 CloudFormation 585 Microsoft Project 583 Budget management 577 Ruby 568 Next.js 564 LangChain 560 Adobe Creative Cloud 560 Marketing automation 559 FedRAMP 552 MATLAB 543 SAFe 537 dbt 536 Content strategy 530 SharePoint 528 Penetration testing 527 Product analytics 521 Jetpack Compose 517 Email marketing 510 ISO 27001 509 GIAC certifications 501 Argo CD 484 CMS 468 pandas 465 macOS 465 EDR 462 Windows Server 455 scikit-learn 451 HubSpot 447 OpenTelemetry 438 Six Sigma 436 ELK Stack 417 Typography 415 Vue.js 413 FastAPI 412 Chef / Puppet 405 Looker 402 DynamoDB 401 Event marketing 399 Google Analytics 383 Okta 382 FPGA 373 Photoshop 371 Hadoop 370 Load testing 369 Video editing 369 React Native 364 SAST / DAST 347 Account-based marketing 343 Flink 338 OpenShift 338 Illustrator 329 Paid social 328 NumPy 325 CISM 325 Intune / SCCM 319 Redshift 316 Service mesh 316 Django 311 SD-WAN 308 OWASP 304 GRC 300 Blockchain 295 Kanban 293 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 194 SageMaker 192 Presto / Trino 181 Vertex AI 180 NetSuite 180 InDesign 175 Notion 174 Cypress 170 Hive 168 Cloudflare 160 Tailwind CSS 159 Jamf 154 Postman 151 Kinesis 150 Salesforce Marketing Cloud 150 Influencer marketing 148 OSCP 145 Workday 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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