States
Alabama 444 Alaska 42 Arizona 638 Arkansas 436 California 15,510 Colorado 1,559 Connecticut 341 Delaware 134 District of Columbia 1,317 Florida 1,291 Georgia 1,073 Hawaii 135 Idaho 183 Illinois 1,853 Indiana 304 Iowa 275 Kansas 116 Kentucky 164 Louisiana 110 Maine 87 Maryland 1,657 Massachusetts 2,290 Michigan 687 Minnesota 413 Mississippi 95 Missouri 492 Montana 50 Nebraska 182 Nevada 199 New Hampshire 110 New Jersey 808 New Mexico 164 New York 6,755 North Carolina 1,183 North Dakota 71 Ohio 696 Oklahoma 184 Oregon 361 Pennsylvania 885 Rhode Island 93 South Carolina 201 South Dakota 61 Tennessee 285 Texas 3,689 Utah 470 Vermont 71 Virginia 3,687 Washington 2,775 West Virginia 75 Wisconsin 329 Wyoming 60
Cities
San Francisco Bay Area, CA 10,529 New York, NY 5,665 Washington, DC 3,617 Seattle, WA 2,155 Los Angeles, CA 2,081 Boston, MA 1,351 Austin, TX 1,203 Chicago, IL 1,164 Dallas–Fort Worth, TX 1,071 Denver, CO 799 Atlanta, GA 699 Raleigh–Durham, NC 475 San Diego, CA 429 Phoenix, AZ 361 Charlotte, NC 346 Houston, TX 253 Pittsburgh, PA 230 Miami, FL 217 Salt Lake City, UT 167 Philadelphia, PA 165 Detroit, MI 142 Minneapolis, MN 131 Baltimore, MD 108 Nashville, TN 60 Portland, OR 28
Role
Software Engineer 11,273 Product Manager 3,329 Engineering Manager 2,121 Program Manager 1,950 Project Manager 1,944 Data Scientist 1,555 Machine Learning Engineer 1,514 Security Engineer 1,448 Marketing Manager 1,370 Full Stack Developer 1,205 AI Engineer 1,077 DevOps Engineer 1,072 Data Engineer 892 IT Support Specialist 858 Cybersecurity Analyst 857 Backend Developer 786 Systems Administrator 771 Site Reliability Engineer 726 Graphic Designer 701 Data Analyst 647 Product Marketing Manager 631 Mobile Developer 598 Network Engineer 570 Business Analyst 548 Product Designer 540 Content Writer 521 QA Engineer 502 Growth Marketing Manager 344 Frontend Developer 339 Cloud Engineer 307 UX Designer 242 PPC Specialist 222 Email Marketing Specialist 208 Social Media Manager 199 Digital Marketing Specialist 184 Marketing Analyst 171 Community Manager 169 Video Editor 105 Creative Director 92 Brand Manager 91 SEO Specialist 80 Content Creator 80 Scrum Master 73 Influencer Marketing Manager 66 BI Developer 63 Art Director 51 Web Developer 48 Copywriter 45 Motion Designer 37 Game Designer 34 3D Artist 26 UI Designer 22 Animator 21 Web Designer 16
Skills
Python 14,897 Machine learning 9,074 Product roadmapping 8,625 AWS 8,226 CI/CD 7,643 SQL 6,222 Kubernetes 6,138 LLMs 5,755 AI agents 5,406 C++ 5,154 Linux 5,104 Java 5,064 Azure 4,874 Distributed systems 4,775 Agile 4,629 Docker 4,301 Google Cloud 4,093 Git 4,093 Go 3,887 TypeScript 3,882 React 3,577 Terraform 3,342 JavaScript 3,308 Go-to-market 2,914 REST APIs 2,762 Jira 2,703 Test automation 2,649 C 2,467 PostgreSQL 2,467 Generative AI 2,446 Incident response 2,420 Product strategy 2,409 Microservices 2,404 Bash 2,285 Positioning & messaging 2,193 Excel 2,041 GitHub 1,909 Embedded systems 1,879 Node.js 1,848 Rust 1,761 Stakeholder management 1,728 PyTorch 1,721 Kafka 1,709 CRM 1,640 IAM 1,632 Product marketing 1,631 CompTIA certifications 1,626 C# 1,606 Scrum 1,577 Computer vision 1,567 Spark 1,565 Ansible 1,537 Cryptography 1,527 GitLab 1,511 Firmware 1,497 Android 1,464 Market research 1,453 Jenkins 1,411 Data modeling 1,408 Deep learning 1,375 PRDs 1,365 RAG 1,348 iOS 1,337 Data warehousing 1,322 PMP 1,303 Confluence 1,284 Design systems 1,280 NoSQL 1,243 OpenAI API 1,241 ETL 1,216 NIST 1,199 Vulnerability management 1,184 Firewalls 1,179 Salesforce 1,169 Google Workspace 1,159 Grafana 1,137 HTML 1,135 Snowflake 1,097 Competitive analysis 1,095 TCP/IP 1,084 Databricks 1,083 CSS 1,061 Tableau 1,054 DNS / DHCP 1,050 Kotlin 1,043 PowerShell 1,025 Angular 985 Power BI 984 Prototyping 979 CISSP 975 Figma 969 User stories 965 Prometheus 951 Scala 950 MLOps 933 TensorFlow 920 GitHub Actions 896 SAP 895 Brand marketing 891 A/B testing 868 Active Directory 856 Prompt engineering 835 Spring Boot 831 MySQL 831 R 829 Pricing strategy 825 NLP 820 Web accessibility (WCAG) 816 Airflow 808 Zero Trust 802 Oracle 799 Redis 789 Elasticsearch 783 User research 775 Reinforcement learning 773 Demand generation 773 OAuth 771 Unix 771 Sales enablement 769 SSO / SAML 758 RTOS 756 Splunk 745 Routing & switching 730 SOC 2 721 ServiceNow 702 GraphQL 701 MongoDB 695 Datadog 694 VPN 694 Vector databases 687 SQL Server 678 JUnit 655 Cisco 654 BigQuery 650 Helm 645 CUDA 640 ITIL 640 .NET 635 SIEM 629 VMware 628 HIPAA 624 Microsoft 365 621 SEO 619 CCNA / CCNP 617 Technical writing 617 Threat modeling 602 Serverless 592 gRPC 588 Ruby 582 Microsoft Project 581 CloudFormation 579 Next.js 566 LangChain 563 Budget management 552 Adobe Creative Cloud 549 MATLAB 544 Marketing automation 544 Product analytics 542 FedRAMP 538 SAFe 538 dbt 531 Jetpack Compose 523 Content strategy 520 Penetration testing 517 Email marketing 515 SharePoint 512 ISO 27001 496 GIAC certifications 487 Argo CD 483 pandas 474 CMS 469 scikit-learn 464 macOS 451 Windows Server 448 EDR 446 HubSpot 433 Six Sigma 430 Vue.js 424 Looker 423 ELK Stack 421 OpenTelemetry 414 Typography 413 DynamoDB 411 FastAPI 407 Event marketing 396 Chef / Puppet 389 Photoshop 373 FPGA 370 Video editing 369 Google Analytics 368 Okta 367 Hadoop 366 Load testing 361 React Native 359 Paid social 341 OpenShift 337 Illustrator 337 Account-based marketing 335 SAST / DAST 333 Service mesh 332 NumPy 328 Django 322 Flink 320 Intune / SCCM 316 Redshift 315 CISM 301 OWASP 293 Blockchain 293 SD-WAN 289 Kanban 289 GRC 288 Wireframing 285 Motion graphics 284 Hugging Face 283 RabbitMQ 274 Swift 268 Ruby on Rails 266 Selenium 266 Juniper 259 OKRs 258 ClickHouse 255 Playwright 254 Perl 251 Power Platform 242 WebSockets 241 Smartsheet 241 Content marketing 238 Cassandra 229 Google Ads 227 Wireshark 226 Pulumi 224 Unreal Engine 222 PPC 218 Flask 210 After Effects 208 PCI DSS 206 Information architecture 205 Copywriting 204 Canva 203 SOAR 200 SageMaker 199 Marketo 194 Premiere Pro 191 Redux 189 Asana 187 Vertex AI 182 NetSuite 178 Presto / Trino 175 InDesign 175 Notion 172 Tailwind CSS 171 Cypress 168 Hive 161 Cloudflare 159 Postman 155 Salesforce Marketing Cloud 155 Jamf 154 Kinesis 150 Workday 148 pytest 147 Influencer marketing 147 Zapier 144 PHP 140 OSCP 139 Jest 138 Shopify 132 Zendesk 131 monday.com 130 SEM 129 WordPress 125 Amplitude 120 Conversion rate optimization 120 New Relic 118 Cucumber 117 jQuery 116 Meta Ads 106 Verilog / VHDL 106 SwiftUI 105 Jupyter 104 Neo4j 102 CapCut 102 Unity 99 Braze 97 SAS 96 XGBoost 96 WebGL 92 Fivetran 92 NestJS 91 Programmatic advertising 88 VBA 86 SEO tools 86 HashiCorp Vault 85 Nginx 84 Google Search Console 81 Social media tools 81 Sketch 80 Informatica 77 Blender 77 PCB design 76 D3.js 74 Firebase 74 Keras 74 Looker Studio 73 Final Cut Pro 72 Vite 71 LinkedIn Ads 70 Affiliate marketing 70 Webflow 68 Airtable 68 Three.js 67 Flutter 67 Mixpanel 66 Adobe Analytics 63 Webpack 61 Google Tag Manager 58 Svelte 57 Iterable 57 DaVinci Resolve 54 Qlik 53 Klaviyo 51 Citrix 50 Miro 50 Objective-C 48 Elixir 48 Storybook 48 UIKit 48 Appium 44 Maya 44 Lua 43 Cinema 4D 43 Sass 39 Markdown 36 Haskell 33 Express.js 31 Xcode 31 Alteryx 31 Adobe XD 30 Trello 30 Dart 29 TestRail 28 TikTok Ads 28 Mailchimp 26 Retool 25 Laravel 24 SPSS 23 Framer 22 AP Style 19 Substance 3D 16 Amazon Ads 16 Solidity 15 Clojure 11 Erlang 9 Houdini 9 ZBrush 8 Stata 3
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