States
Alabama 447 Alaska 44 Arizona 624 Arkansas 439 California 15,295 Colorado 1,529 Connecticut 337 Delaware 130 District of Columbia 1,291 Florida 1,267 Georgia 1,064 Hawaii 134 Idaho 176 Illinois 1,822 Indiana 303 Iowa 278 Kansas 118 Kentucky 161 Louisiana 110 Maine 77 Maryland 1,643 Massachusetts 2,278 Michigan 690 Minnesota 395 Mississippi 94 Missouri 463 Montana 47 Nebraska 182 Nevada 201 New Hampshire 108 New Jersey 802 New Mexico 160 New York 6,673 North Carolina 1,171 North Dakota 73 Ohio 688 Oklahoma 188 Oregon 348 Pennsylvania 883 Rhode Island 91 South Carolina 199 South Dakota 59 Tennessee 283 Texas 3,594 Utah 455 Vermont 72 Virginia 3,678 Washington 2,738 West Virginia 76 Wisconsin 328 Wyoming 63
Cities
San Francisco Bay Area, CA 10,409 New York, NY 5,608 Washington, DC 3,594 Seattle, WA 2,120 Los Angeles, CA 2,048 Boston, MA 1,352 Austin, TX 1,179 Chicago, IL 1,140 Dallas–Fort Worth, TX 1,036 Denver, CO 791 Atlanta, GA 685 Raleigh–Durham, NC 480 San Diego, CA 424 Phoenix, AZ 353 Charlotte, NC 330 Houston, TX 254 Pittsburgh, PA 223 Miami, FL 210 Philadelphia, PA 170 Salt Lake City, UT 161 Detroit, MI 145 Minneapolis, MN 125 Baltimore, MD 105 Nashville, TN 65 Portland, OR 27
Role
Software Engineer 11,216 Product Manager 3,271 Engineering Manager 2,096 Project Manager 1,918 Program Manager 1,903 Data Scientist 1,569 Machine Learning Engineer 1,501 Security Engineer 1,436 Marketing Manager 1,350 Full Stack Developer 1,200 AI Engineer 1,066 DevOps Engineer 1,056 Data Engineer 900 IT Support Specialist 859 Cybersecurity Analyst 836 Backend Developer 792 Systems Administrator 768 Site Reliability Engineer 718 Graphic Designer 693 Data Analyst 638 Product Marketing Manager 608 Mobile Developer 595 Network Engineer 566 Business Analyst 545 Product Designer 523 Content Writer 516 QA Engineer 493 Growth Marketing Manager 352 Frontend Developer 333 Cloud Engineer 300 UX Designer 241 PPC Specialist 219 Email Marketing Specialist 207 Social Media Manager 201 Digital Marketing Specialist 182 Marketing Analyst 175 Community Manager 170 Video Editor 103 Brand Manager 92 Creative Director 84 Content Creator 80 SEO Specialist 78 Scrum Master 67 Influencer Marketing Manager 66 BI Developer 62 Art Director 52 Web Developer 50 Copywriter 48 Motion Designer 36 Game Designer 36 3D Artist 28 Animator 22 UI Designer 21 Web Designer 16
Skills
Python 14,798 Machine learning 9,047 Product roadmapping 8,510 AWS 8,215 CI/CD 7,555 SQL 6,179 Kubernetes 6,097 LLMs 5,710 AI agents 5,302 C++ 5,109 Linux 5,053 Java 5,008 Azure 4,851 Distributed systems 4,707 Agile 4,583 Docker 4,259 Google Cloud 4,070 Git 4,057 TypeScript 3,885 Go 3,828 React 3,561 Terraform 3,321 JavaScript 3,297 Go-to-market 2,819 REST APIs 2,748 Jira 2,671 Test automation 2,615 PostgreSQL 2,464 Generative AI 2,448 C 2,432 Microservices 2,387 Product strategy 2,387 Incident response 2,365 Bash 2,228 Positioning & messaging 2,161 Excel 2,032 GitHub 1,877 Embedded systems 1,854 Node.js 1,841 Rust 1,751 Stakeholder management 1,717 PyTorch 1,711 Kafka 1,702 CompTIA certifications 1,617 IAM 1,614 CRM 1,611 Product marketing 1,605 C# 1,593 Scrum 1,578 Spark 1,570 Computer vision 1,557 Cryptography 1,509 Ansible 1,499 Firmware 1,466 Android 1,459 GitLab 1,459 Market research 1,427 Data modeling 1,425 Jenkins 1,388 Deep learning 1,359 PRDs 1,355 iOS 1,330 RAG 1,324 Data warehousing 1,309 Design systems 1,279 Confluence 1,262 PMP 1,262 NoSQL 1,242 OpenAI API 1,222 ETL 1,215 NIST 1,192 Google Workspace 1,178 Vulnerability management 1,175 Firewalls 1,166 Salesforce 1,162 HTML 1,146 Grafana 1,112 CSS 1,080 Competitive analysis 1,069 Snowflake 1,067 TCP/IP 1,060 Databricks 1,059 Tableau 1,053 Kotlin 1,029 DNS / DHCP 1,028 PowerShell 993 Angular 982 Power BI 978 CISSP 974 Prototyping 971 Figma 964 User stories 953 MLOps 945 TensorFlow 935 Scala 930 Prometheus 921 GitHub Actions 885 Brand marketing 879 SAP 878 A/B testing 857 Active Directory 854 Spring Boot 851 R 846 Web accessibility (WCAG) 831 Prompt engineering 829 NLP 827 MySQL 823 Airflow 814 Zero Trust 812 Pricing strategy 798 Redis 792 Oracle 784 Elasticsearch 784 Demand generation 780 User research 779 Reinforcement learning 770 Unix 758 Sales enablement 758 RTOS 754 SSO / SAML 753 OAuth 743 Splunk 731 Routing & switching 714 GraphQL 712 ServiceNow 707 SOC 2 705 VPN 693 MongoDB 688 Vector databases 687 Datadog 680 ITIL 661 SQL Server 654 BigQuery 649 JUnit 644 Cisco 637 CUDA 630 Helm 628 SIEM 628 .NET 626 SEO 626 Microsoft 365 622 VMware 619 HIPAA 609 CCNA / CCNP 607 Technical writing 601 Serverless 595 gRPC 591 Threat modeling 590 CloudFormation 579 Ruby 577 Microsoft Project 573 Next.js 564 LangChain 558 MATLAB 547 Budget management 541 Adobe Creative Cloud 538 dbt 536 Product analytics 535 Marketing automation 531 Content strategy 531 FedRAMP 528 Email marketing 522 SAFe 520 Jetpack Compose 516 SharePoint 513 Penetration testing 510 ISO 27001 494 GIAC certifications 492 scikit-learn 483 pandas 479 CMS 473 Argo CD 471 macOS 447 EDR 445 Windows Server 437 Looker 430 DynamoDB 423 HubSpot 422 Vue.js 415 Six Sigma 414 ELK Stack 412 Typography 412 Event marketing 399 OpenTelemetry 396 FastAPI 394 Chef / Puppet 381 Hadoop 371 Photoshop 371 FPGA 371 Google Analytics 369 Okta 367 Load testing 364 React Native 362 Video editing 359 Paid social 341 OpenShift 338 Account-based marketing 334 Service mesh 333 Illustrator 333 NumPy 332 SAST / DAST 331 Django 327 Redshift 321 Intune / SCCM 319 Flink 313 CISM 305 Blockchain 297 Kanban 295 Wireframing 292 OWASP 290 SD-WAN 288 Hugging Face 285 Motion graphics 282 GRC 281 RabbitMQ 273 Swift 268 Selenium 266 Ruby on Rails 263 Perl 260 Juniper 256 ClickHouse 252 Playwright 252 Power Platform 252 OKRs 247 Content marketing 239 Smartsheet 238 WebSockets 234 Cassandra 232 Unreal Engine 231 Google Ads 223 Pulumi 221 Wireshark 221 Flask 217 PPC 215 After Effects 208 Canva 203 Information architecture 203 SageMaker 200 PCI DSS 200 Copywriting 200 Redux 193 SOAR 192 Asana 192 Marketo 191 Premiere Pro 186 Vertex AI 182 Notion 177 Tailwind CSS 176 InDesign 176 Presto / Trino 171 NetSuite 170 Cypress 168 Hive 162 Kinesis 156 Cloudflare 155 Jamf 155 Salesforce Marketing Cloud 151 Workday 150 Postman 149 Influencer marketing 147 PHP 146 pytest 143 Jest 140 Zapier 139 OSCP 137 Zendesk 133 monday.com 131 SEM 128 Shopify 127 WordPress 124 jQuery 122 New Relic 121 Conversion rate optimization 121 Amplitude 119 Cucumber 111 Neo4j 104 Verilog / VHDL 104 Meta Ads 103 Jupyter 102 Unity 102 XGBoost 101 CapCut 101 SwiftUI 100 SAS 97 Braze 96 Fivetran 93 WebGL 90 NestJS 90 Programmatic advertising 89 SEO tools 89 VBA 86 Sketch 83 Google Search Console 83 Nginx 82 HashiCorp Vault 81 Social media tools 81 Blender 80 Informatica 77 Airtable 77 Keras 76 D3.js 73 Looker Studio 73 PCB design 72 Firebase 70 Vite 69 LinkedIn Ads 69 Affiliate marketing 69 Three.js 68 Webflow 68 Final Cut Pro 68 Flutter 65 Mixpanel 65 Adobe Analytics 63 Webpack 61 Svelte 57 Google Tag Manager 57 Qlik 56 Iterable 55 Citrix 54 DaVinci Resolve 53 Elixir 51 Storybook 51 Miro 51 Klaviyo 50 Objective-C 48 UIKit 47 Appium 47 Maya 47 Cinema 4D 43 Lua 41 Sass 39 Markdown 35 Express.js 32 Xcode 32 Adobe XD 32 Haskell 30 Dart 29 Alteryx 29 Trello 29 TikTok Ads 28 TestRail 27 Mailchimp 27 Laravel 25 Framer 24 Retool 22 SPSS 21 AP Style 20 Solidity 17 Substance 3D 16 Amazon Ads 15 Houdini 12 Clojure 11 Erlang 7 ZBrush 7 Stata 4
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