States
Alabama 432 Alaska 36 Arizona 628 Arkansas 422 California 15,664 Colorado 1,529 Connecticut 328 Delaware 132 District of Columbia 1,316 Florida 1,317 Georgia 1,095 Hawaii 133 Idaho 174 Illinois 1,858 Indiana 302 Iowa 272 Kansas 112 Kentucky 165 Louisiana 104 Maine 77 Maryland 1,642 Massachusetts 2,265 Michigan 681 Minnesota 401 Mississippi 89 Missouri 481 Montana 50 Nebraska 183 Nevada 191 New Hampshire 111 New Jersey 790 New Mexico 159 New York 6,819 North Carolina 1,173 North Dakota 64 Ohio 684 Oklahoma 172 Oregon 349 Pennsylvania 882 Rhode Island 83 South Carolina 193 South Dakota 53 Tennessee 287 Texas 3,731 Utah 461 Vermont 64 Virginia 3,714 Washington 2,764 West Virginia 66 Wisconsin 319 Wyoming 50
Cities
San Francisco Bay Area, CA 10,655 New York, NY 5,730 Washington, DC 3,654 Seattle, WA 2,164 Los Angeles, CA 2,095 Boston, MA 1,339 Austin, TX 1,247 Chicago, IL 1,158 Dallas–Fort Worth, TX 1,080 Denver, CO 796 Atlanta, GA 717 Raleigh–Durham, NC 486 San Diego, CA 419 Phoenix, AZ 354 Charlotte, NC 347 Houston, TX 259 Pittsburgh, PA 230 Miami, FL 223 Salt Lake City, UT 173 Philadelphia, PA 164 Detroit, MI 142 Minneapolis, MN 129 Baltimore, MD 103 Nashville, TN 59 Portland, OR 30
Role
Software Engineer 11,310 Product Manager 3,367 Engineering Manager 2,126 Program Manager 1,948 Project Manager 1,948 Data Scientist 1,530 Machine Learning Engineer 1,515 Security Engineer 1,476 Marketing Manager 1,409 Full Stack Developer 1,216 AI Engineer 1,104 DevOps Engineer 1,086 Data Engineer 891 IT Support Specialist 863 Cybersecurity Analyst 860 Backend Developer 798 Systems Administrator 762 Site Reliability Engineer 752 Graphic Designer 728 Data Analyst 640 Product Marketing Manager 639 Mobile Developer 588 Network Engineer 569 Business Analyst 547 Product Designer 547 Content Writer 528 QA Engineer 496 Growth Marketing Manager 352 Frontend Developer 336 Cloud Engineer 298 UX Designer 240 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 78 Scrum Master 72 Influencer Marketing Manager 63 BI Developer 62 Art Director 51 Web Developer 50 Copywriter 45 Game Designer 33 Motion Designer 32 3D Artist 29 UI Designer 24 Animator 21 Web Designer 15
Skills
Python 14,901 Machine learning 9,073 Product roadmapping 8,729 AWS 8,213 CI/CD 7,703 SQL 6,178 Kubernetes 6,171 LLMs 5,791 AI agents 5,502 Linux 5,173 C++ 5,162 Java 5,060 Azure 4,937 Distributed systems 4,838 Agile 4,609 Docker 4,276 Google Cloud 4,096 Git 4,074 Go 3,961 TypeScript 3,939 React 3,577 Terraform 3,355 JavaScript 3,301 Go-to-market 2,979 REST APIs 2,759 Test automation 2,698 Jira 2,696 PostgreSQL 2,469 Incident response 2,456 C 2,445 Product strategy 2,443 Generative AI 2,412 Microservices 2,403 Bash 2,295 Positioning & messaging 2,220 Excel 2,071 GitHub 1,906 Embedded systems 1,884 Node.js 1,848 Rust 1,819 Stakeholder management 1,733 Kafka 1,724 PyTorch 1,720 CRM 1,676 IAM 1,669 Product marketing 1,657 C# 1,614 CompTIA certifications 1,588 Scrum 1,584 Cryptography 1,572 Computer vision 1,568 Spark 1,567 Ansible 1,562 Firmware 1,522 GitLab 1,485 Market research 1,473 Android 1,465 Data modeling 1,435 Jenkins 1,405 PRDs 1,362 iOS 1,351 RAG 1,338 Deep learning 1,334 PMP 1,332 Data warehousing 1,329 Confluence 1,288 Design systems 1,275 NoSQL 1,260 ETL 1,221 Firewalls 1,219 NIST 1,214 OpenAI API 1,209 Salesforce 1,206 Vulnerability management 1,198 Grafana 1,138 Google Workspace 1,122 HTML 1,121 TCP/IP 1,113 Competitive analysis 1,108 DNS / DHCP 1,091 Databricks 1,089 Snowflake 1,080 Tableau 1,058 CSS 1,049 PowerShell 1,034 Kotlin 1,033 Power BI 999 Angular 992 CISSP 991 Prototyping 983 Scala 973 Figma 969 User stories 956 Prometheus 954 MLOps 920 Brand marketing 908 GitHub Actions 905 TensorFlow 903 SAP 887 Active Directory 864 A/B testing 855 Pricing strategy 855 Prompt engineering 823 MySQL 818 Spring Boot 812 Zero Trust 812 Web accessibility (WCAG) 806 Airflow 801 Reinforcement learning 800 R 794 OAuth 786 Demand generation 785 Oracle 782 NLP 781 Redis 779 Sales enablement 772 Elasticsearch 771 User research 770 Unix 765 SSO / SAML 758 Splunk 752 RTOS 748 Routing & switching 742 SOC 2 725 ServiceNow 715 VPN 715 Datadog 701 GraphQL 700 MongoDB 689 Cisco 672 SQL Server 670 .NET 652 Vector databases 650 Microsoft 365 649 JUnit 649 ITIL 648 BigQuery 645 CUDA 645 SIEM 641 Helm 636 VMware 634 Technical writing 631 Serverless 628 Threat modeling 628 SEO 625 CCNA / CCNP 622 HIPAA 608 gRPC 600 CloudFormation 585 Microsoft Project 579 Budget management 577 Ruby 569 Next.js 565 Adobe Creative Cloud 559 LangChain 558 Marketing automation 558 FedRAMP 553 MATLAB 543 dbt 534 SAFe 531 Content strategy 529 SharePoint 527 Penetration testing 525 Product analytics 521 Jetpack Compose 517 Email marketing 509 ISO 27001 508 GIAC certifications 502 Argo CD 485 CMS 467 pandas 464 macOS 464 EDR 461 Windows Server 453 scikit-learn 450 HubSpot 447 OpenTelemetry 438 Six Sigma 434 ELK Stack 417 Typography 414 Vue.js 413 FastAPI 411 Chef / Puppet 405 DynamoDB 402 Looker 401 Event marketing 400 Okta 383 Google Analytics 381 FPGA 373 Load testing 369 Photoshop 369 Video editing 369 Hadoop 365 React Native 364 SAST / DAST 347 Account-based marketing 344 OpenShift 338 Flink 336 Illustrator 328 Paid social 328 NumPy 325 CISM 324 Intune / SCCM 318 Service mesh 317 Redshift 315 Django 312 SD-WAN 308 OWASP 304 GRC 300 Blockchain 295 Kanban 292 Motion graphics 284 RabbitMQ 282 Wireframing 277 Hugging Face 274 ClickHouse 270 Swift 268 Selenium 265 Juniper 263 Perl 261 Ruby on Rails 259 OKRs 259 Playwright 252 Smartsheet 248 Power Platform 244 Content marketing 243 WebSockets 235 Unreal Engine 235 Pulumi 232 Wireshark 232 Google Ads 226 Cassandra 225 PPC 222 Canva 212 PCI DSS 211 Information architecture 209 SOAR 208 After Effects 207 Copywriting 205 Premiere Pro 202 Flask 201 Marketo 200 Redux 196 Asana 194 SageMaker 192 Presto / Trino 180 Vertex AI 180 NetSuite 178 InDesign 174 Notion 174 Cypress 170 Hive 164 Tailwind CSS 159 Cloudflare 159 Jamf 153 Postman 151 Kinesis 150 Salesforce Marketing Cloud 150 Influencer marketing 148 OSCP 145 Workday 145 Zapier 145 pytest 143 Jest 140 monday.com 138 PHP 135 Zendesk 132 Shopify 131 SEM 129 WordPress 125 jQuery 120 New Relic 120 Amplitude 115 Conversion rate optimization 115 Cucumber 114 Meta Ads 107 Verilog / VHDL 107 CapCut 103 SwiftUI 101 Neo4j 101 Unity 101 Jupyter 99 Braze 95 NestJS 93 SEO tools 91 SAS 90 WebGL 89 Programmatic advertising 89 Fivetran 86 Nginx 85 XGBoost 85 Google Search Console 85 Blender 83 HashiCorp Vault 82 Keras 81 PCB design 79 Sketch 78 Social media tools 78 VBA 76 Final Cut Pro 75 Vite 73 Informatica 73 LinkedIn Ads 72 Airtable 71 Firebase 70 Looker Studio 70 Mixpanel 70 Webflow 69 Flutter 67 Affiliate marketing 67 D3.js 65 Three.js 63 Webpack 61 Adobe Analytics 61 Iterable 60 Qlik 56 DaVinci Resolve 56 Google Tag Manager 55 Svelte 54 Klaviyo 51 Elixir 50 Storybook 50 Citrix 50 Miro 50 Objective-C 47 Maya 47 Lua 46 UIKit 44 Sass 42 Cinema 4D 42 Appium 40 Haskell 33 Adobe XD 33 Markdown 33 Xcode 32 Dart 31 Trello 29 Express.js 28 TestRail 28 TikTok Ads 28 Laravel 27 Alteryx 27 Mailchimp 27 AP Style 23 Retool 23 SPSS 21 Framer 21 Substance 3D 18 Houdini 16 Amazon Ads 16 Solidity 14 Clojure 11 Erlang 9 ZBrush 8 Stata 3
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