States
Alabama 431 Alaska 34 Arizona 652 Arkansas 425 California 15,592 Colorado 1,528 Connecticut 336 Delaware 130 District of Columbia 1,317 Florida 1,294 Georgia 1,097 Hawaii 131 Idaho 175 Illinois 1,853 Indiana 297 Iowa 272 Kansas 108 Kentucky 159 Louisiana 102 Maine 81 Maryland 1,655 Massachusetts 2,268 Michigan 684 Minnesota 405 Mississippi 88 Missouri 476 Montana 49 Nebraska 182 Nevada 194 New Hampshire 108 New Jersey 796 New Mexico 154 New York 6,730 North Carolina 1,181 North Dakota 64 Ohio 684 Oklahoma 173 Oregon 354 Pennsylvania 872 Rhode Island 84 South Carolina 192 South Dakota 53 Tennessee 276 Texas 3,704 Utah 461 Vermont 64 Virginia 3,703 Washington 2,771 West Virginia 66 Wisconsin 320 Wyoming 51
Cities
San Francisco Bay Area, CA 10,595 New York, NY 5,650 Washington, DC 3,638 Seattle, WA 2,150 Los Angeles, CA 2,088 Boston, MA 1,336 Austin, TX 1,219 Chicago, IL 1,171 Dallas–Fort Worth, TX 1,083 Denver, CO 787 Atlanta, GA 722 Raleigh–Durham, NC 481 San Diego, CA 427 Phoenix, AZ 378 Charlotte, NC 355 Houston, TX 255 Pittsburgh, PA 231 Miami, FL 219 Salt Lake City, UT 169 Philadelphia, PA 164 Detroit, MI 141 Minneapolis, MN 136 Baltimore, MD 106 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,265 Product Manager 3,343 Engineering Manager 2,123 Program Manager 1,948 Project Manager 1,944 Data Scientist 1,546 Machine Learning Engineer 1,506 Security Engineer 1,455 Marketing Manager 1,383 Full Stack Developer 1,198 AI Engineer 1,083 DevOps Engineer 1,071 Data Engineer 892 Cybersecurity Analyst 872 IT Support Specialist 865 Backend Developer 779 Systems Administrator 767 Site Reliability Engineer 732 Graphic Designer 712 Data Analyst 642 Product Marketing Manager 629 Mobile Developer 602 Network Engineer 575 Business Analyst 554 Product Designer 534 Content Writer 527 QA Engineer 496 Growth Marketing Manager 344 Frontend Developer 329 Cloud Engineer 308 UX Designer 244 PPC Specialist 219 Email Marketing Specialist 206 Social Media Manager 195 Digital Marketing Specialist 177 Community Manager 175 Marketing Analyst 174 Video Editor 106 Creative Director 98 Brand Manager 92 SEO Specialist 82 Content Creator 79 Scrum Master 73 Influencer Marketing Manager 63 BI Developer 63 Art Director 53 Web Developer 51 Copywriter 45 Motion Designer 37 Game Designer 33 3D Artist 29 UI Designer 22 Animator 21 Web Designer 15
Skills
Python 14,899 Machine learning 9,053 Product roadmapping 8,649 AWS 8,195 CI/CD 7,645 SQL 6,187 Kubernetes 6,137 LLMs 5,756 AI agents 5,413 C++ 5,158 Linux 5,152 Java 5,066 Azure 4,906 Distributed systems 4,788 Agile 4,634 Docker 4,278 Google Cloud 4,083 Git 4,079 TypeScript 3,895 Go 3,895 React 3,561 Terraform 3,330 JavaScript 3,301 Go-to-market 2,921 REST APIs 2,760 Jira 2,720 Test automation 2,660 C 2,454 PostgreSQL 2,450 Generative AI 2,437 Incident response 2,432 Product strategy 2,406 Microservices 2,399 Bash 2,285 Positioning & messaging 2,199 Excel 2,064 GitHub 1,907 Embedded systems 1,878 Node.js 1,845 Rust 1,779 PyTorch 1,731 Stakeholder management 1,730 Kafka 1,721 CRM 1,654 IAM 1,641 Product marketing 1,626 CompTIA certifications 1,613 C# 1,605 Computer vision 1,575 Scrum 1,570 Spark 1,557 Ansible 1,549 Cryptography 1,545 Firmware 1,526 GitLab 1,497 Android 1,475 Market research 1,453 Data modeling 1,409 Jenkins 1,407 Deep learning 1,371 PRDs 1,360 iOS 1,354 RAG 1,342 Data warehousing 1,310 PMP 1,299 Confluence 1,297 Design systems 1,272 NoSQL 1,254 OpenAI API 1,243 NIST 1,218 ETL 1,209 Firewalls 1,197 Vulnerability management 1,195 Salesforce 1,174 Google Workspace 1,155 Grafana 1,139 HTML 1,125 TCP/IP 1,089 Competitive analysis 1,083 Snowflake 1,075 Databricks 1,072 DNS / DHCP 1,068 Tableau 1,049 Kotlin 1,048 CSS 1,047 PowerShell 1,023 Angular 988 Power BI 986 CISSP 973 Prototyping 969 User stories 967 Figma 960 Scala 954 Prometheus 947 TensorFlow 921 MLOps 911 Brand marketing 899 GitHub Actions 890 SAP 877 Active Directory 867 A/B testing 863 Pricing strategy 840 Prompt engineering 824 Spring Boot 822 MySQL 821 Web accessibility (WCAG) 814 NLP 808 R 805 Zero Trust 804 Airflow 800 Oracle 795 Reinforcement learning 788 Elasticsearch 787 Redis 780 User research 779 Unix 774 OAuth 773 Sales enablement 771 RTOS 761 Demand generation 761 SSO / SAML 756 Splunk 753 Routing & switching 741 ServiceNow 721 SOC 2 721 VPN 709 GraphQL 703 Datadog 694 MongoDB 693 Vector databases 675 SQL Server 672 Cisco 668 JUnit 651 ITIL 650 BigQuery 646 .NET 645 CUDA 644 Helm 641 SIEM 635 Microsoft 365 634 VMware 624 SEO 622 Technical writing 619 Threat modeling 617 CCNA / CCNP 616 HIPAA 608 Serverless 597 gRPC 594 Ruby 580 CloudFormation 579 Microsoft Project 574 LangChain 561 Budget management 557 Next.js 556 Adobe Creative Cloud 554 FedRAMP 546 MATLAB 545 Marketing automation 545 Product analytics 537 SAFe 534 dbt 531 SharePoint 530 Content strategy 529 Jetpack Compose 522 Penetration testing 519 Email marketing 509 ISO 27001 499 GIAC certifications 489 Argo CD 485 CMS 467 pandas 466 scikit-learn 454 macOS 454 EDR 449 Windows Server 446 HubSpot 431 Six Sigma 430 OpenTelemetry 425 Vue.js 420 ELK Stack 418 Typography 414 DynamoDB 411 Looker 408 FastAPI 401 Chef / Puppet 400 Event marketing 388 Okta 382 Photoshop 375 Video editing 371 FPGA 371 Google Analytics 369 Load testing 366 React Native 363 Hadoop 363 OpenShift 340 SAST / DAST 337 Illustrator 336 Paid social 333 Account-based marketing 332 Flink 327 NumPy 326 Service mesh 326 Intune / SCCM 321 Redshift 317 Django 316 CISM 310 SD-WAN 299 OWASP 299 Blockchain 297 Kanban 296 GRC 290 Motion graphics 286 Hugging Face 282 Wireframing 280 RabbitMQ 278 Swift 274 Juniper 267 Ruby on Rails 265 Selenium 265 Perl 261 ClickHouse 260 OKRs 257 Playwright 256 Power Platform 246 Smartsheet 244 Content marketing 240 WebSockets 239 Cassandra 230 Pulumi 229 Unreal Engine 227 Google Ads 226 Wireshark 220 PPC 218 PCI DSS 208 Information architecture 208 After Effects 207 SOAR 205 Canva 205 Copywriting 205 Flask 202 SageMaker 192 Premiere Pro 192 Redux 191 Marketo 191 Asana 190 Vertex AI 177 InDesign 177 Presto / Trino 175 Notion 174 NetSuite 174 Cypress 170 Tailwind CSS 163 Jamf 162 Cloudflare 161 Hive 159 Kinesis 153 Salesforce Marketing Cloud 151 Postman 150 pytest 145 Workday 145 Influencer marketing 144 Zapier 144 PHP 139 Jest 139 OSCP 136 Zendesk 132 monday.com 131 SEM 131 Shopify 131 WordPress 126 Amplitude 118 New Relic 116 Conversion rate optimization 115 jQuery 114 Cucumber 113 Verilog / VHDL 107 Meta Ads 104 SwiftUI 103 Jupyter 103 Unity 102 Neo4j 101 CapCut 100 Braze 99 SAS 94 XGBoost 94 NestJS 93 WebGL 91 SEO tools 91 Fivetran 86 Google Search Console 86 Nginx 85 Programmatic advertising 85 HashiCorp Vault 84 VBA 83 Keras 81 Social media tools 80 Blender 78 Informatica 77 PCB design 77 Sketch 76 Vite 72 Firebase 72 Looker Studio 72 D3.js 71 Affiliate marketing 71 Final Cut Pro 70 Airtable 69 Flutter 68 Mixpanel 68 LinkedIn Ads 68 Three.js 66 Adobe Analytics 66 Webflow 65 Webpack 62 Iterable 57 Google Tag Manager 57 DaVinci Resolve 56 Svelte 54 Qlik 53 Citrix 52 Klaviyo 51 Miro 50 Objective-C 49 UIKit 48 Elixir 47 Storybook 46 Cinema 4D 44 Maya 44 Lua 43 Appium 43 Sass 40 Markdown 36 Haskell 33 Xcode 32 Express.js 31 Adobe XD 31 Trello 31 Dart 29 Alteryx 29 TestRail 28 TikTok Ads 28 Mailchimp 27 Retool 25 Laravel 24 SPSS 22 Framer 22 AP Style 19 Substance 3D 17 Amazon Ads 16 Solidity 14 Houdini 13 Clojure 11 Erlang 9 ZBrush 8 Stata 3
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