Role Signals
Aggregated technology investment signals across 156 roles under coverage.
AI/Machine Learning
- AI/ML Engineer783 companies1,379,968 score
- AI/ML Research Scientist751 companies1,374,304 score
- Machine Learning Engineer738 companies1,371,450 score
- MLOps Engineer734 companies1,369,390 score
- Natural Language Processing Engineer699 companies1,353,738 score
- AI/ML Specialist580 companies1,257,939 score
- Prompt Engineer511 companies1,182,181 score
Business PM
- UI Designer860 companies1,387,080 score
- Social Media Manager853 companies1,386,890 score
- Full-Stack Developer836 companies1,385,912 score
- Front-End Developer832 companies1,385,756 score
- Front-End Designer819 companies1,385,166 score
- UX Designer823 companies1,385,058 score
- Mobile Developer820 companies1,384,996 score
- DevOps Manager801 companies1,383,522 score
- Technical Lead803 companies1,383,158 score
- Automation Engineer804 companies1,382,904 score
- Data Scientist797 companies1,382,660 score
- Engineering Manager797 companies1,382,630 score
- Backend Developer798 companies1,381,192 score
- API Developer790 companies1,380,566 score
- Business Systems Analyst780 companies1,380,108 score
- Platform Engineer771 companies1,379,306 score
- Site Reliability Engineer771 companies1,379,148 score
- Data Analyst770 companies1,378,300 score
- Information Architect764 companies1,374,662 score
- Software Developer751 companies1,371,594 score
- Digital Marketing Manager752 companies1,371,190 score
- Data Engineer733 companies1,370,532 score
- Content Strategist751 companies1,370,102 score
- Content Manager743 companies1,365,052 score
- Growth Hacker743 companies1,365,052 score
- Marketing Technologist743 companies1,365,052 score
- Agile Project Manager711 companies1,362,462 score
- Scrum Master711 companies1,362,462 score
- Cloud Architect710 companies1,359,628 score
- Infrastructure Engineer708 companies1,358,866 score
- SEO Consultant724 companies1,358,159 score
- RPA Developer701 companies1,357,056 score
- Technology Process Automation Specialist701 companies1,357,056 score
- Systems Engineer699 companies1,356,894 score
- Solutions Architect698 companies1,355,520 score
- Data Architect693 companies1,353,836 score
- Web Analytics Developer694 companies1,348,944 score
- Database Administrator579 companies1,280,074 score
- Data Modeler570 companies1,268,831 score
- Analytics Manager554 companies1,258,780 score
- Business Intelligence Developer503 companies1,211,932 score
- Interaction Designer500 companies1,183,503 score
- Systems Administrator469 companies1,150,762 score
- Accessibility Specialist394 companies1,069,894 score
- Test Engineer344 companies1,001,779 score
- Quality Assurance Engineer246 companies782,732 score
C-Suite
- Chief Technology Officer803 companies1,383,222 score
- Chief Executive Officer739 companies1,370,202 score
- Chief Information Officer737 companies1,369,886 score
- Chief Marketing Officer734 companies1,366,846 score
- Chief Financial Officer623 companies1,298,460 score
- Chief Product Officer509 companies1,217,637 score
- Chief AI Officer502 companies1,202,121 score
- Chief Data Officer481 companies1,180,352 score
Cloud & Emerging Tech
- AR/VR Developer795 companies1,381,928 score
- Cloud Developer777 companies1,379,142 score
- Cloud Engineer710 companies1,359,628 score
- Cloud Security Specialist690 companies1,346,848 score
- Cloud Consultant680 companies1,344,516 score
- Blockchain Developer675 companies1,330,456 score
- Quantum Computing Specialist633 companies1,314,108 score
Cybersecurity
- Cybersecurity Analyst791 companies1,381,370 score
- Cloud Security Engineer783 companies1,379,566 score
- Security Architect708 companies1,355,300 score
- Chief Information Security Officer678 companies1,331,730 score
- Security Engineer373 companies1,019,267 score
- Incident Response Specialist151 companies501,530 score
- Penetration Tester98 companies369,040 score
- Ethical Hacker98 companies369,040 score
Management
- Head of Platform Engineering826 companies1,385,506 score
- Director of Engineering816 companies1,384,606 score
- Director of Platform Engineering816 companies1,384,606 score
- VP of Platform Engineering816 companies1,384,606 score
- Business Development Manager804 companies1,382,942 score
- VP of Engineering788 companies1,381,426 score
- Director of Cloud Engineering780 companies1,380,258 score
- General Manager774 companies1,378,918 score
- Assistant Manager769 companies1,378,102 score
- Director of Operations756 companies1,375,086 score
- Head of API771 companies1,374,768 score
- Director of API771 companies1,374,768 score
- Operations Supervisor755 companies1,374,750 score
- Executive Director (Management)754 companies1,374,658 score
- Head of Integration769 companies1,374,140 score
- API Program Manager768 companies1,373,370 score
- Manager729 companies1,366,794 score
- IT Manager717 companies1,361,498 score
- Operations Manager713 companies1,360,910 score
- Trainee Manager714 companies1,360,128 score
- Team Leader626 companies1,311,815 score
- Head of Developer Experience536 companies1,214,756 score
- Director of Developer Experience536 companies1,214,756 score
- Head of AI534 companies1,195,241 score
- Director of Integration496 companies1,140,028 score
- Director of AI302 companies891,466 score
- VP of AI174 companies592,447 score
Marketing
- Social Media Specialist853 companies1,386,890 score
- Social Media Manager (Marketing)853 companies1,386,890 score
- Content Marketing Manager837 companies1,385,928 score
- Web Developer832 companies1,385,756 score
- Digital Marketing Manager (Marketing)813 companies1,384,524 score
- Paid Search Specialist807 companies1,383,914 score
- Marketing Coordinator797 companies1,382,836 score
- Account Executive (Marketing)792 companies1,381,662 score
- E-commerce Specialist789 companies1,381,590 score
- Marketing Manager785 companies1,381,098 score
- Account Manager763 companies1,377,178 score
- Marketing Specialist752 companies1,371,190 score
- Digital Marketing Specialist752 companies1,371,190 score
- SEO Manager734 companies1,366,846 score
- Director of Marketing734 companies1,366,846 score
- SEO Content Strategist743 companies1,365,052 score
- SEO Specialist724 companies1,358,159 score
- Executive Director627 companies1,311,260 score
- Digital Marketing Analyst567 companies1,266,896 score
- User Experience Manager400 companies1,068,797 score
Sales
- Business Development Specialist804 companies1,382,942 score
- Sales Director801 companies1,382,692 score
- Sales Representative801 companies1,382,692 score
- Account Executive790 companies1,381,548 score
- Outside Sales Representative790 companies1,381,410 score
- Director of Sales789 companies1,381,328 score
- Sales Consultant789 companies1,381,328 score
- Sales Administrative781 companies1,380,590 score
- Retail Sales Consultant768 companies1,378,490 score
- Account Consultant762 companies1,376,842 score
- Client Advisor762 companies1,376,842 score
- Sales Management762 companies1,376,842 score
- Store Manager762 companies1,376,298 score
- Executive-Level Management753 companies1,374,310 score
- Telemarketer714 companies1,356,142 score
- Account Advisor713 companies1,355,290 score
- Account Specialist713 companies1,355,290 score
- Assistant Store Manager662 companies1,331,583 score
- Sales Engineer616 companies1,305,599 score
- Sales Associate269 companies743,813 score
Tech
- Computer Graphics Animator860 companies1,387,080 score
- Mobile App Developer827 companies1,385,426 score
- Game Developer783 companies1,377,658 score
- Technical Account Manager757 companies1,375,226 score
- Help Desk Technician748 companies1,372,518 score
- IoT Developer721 companies1,365,120 score
- Technical Writer701 companies1,350,368 score
- IT Support Specialist690 companies1,344,154 score
- Robotics Engineer679 companies1,332,920 score
- Integration Architect545 companies1,203,710 score
- Network Engineer532 companies1,179,934 score
- Product Manager400 companies1,080,282 score
- Security Specialist398 companies1,059,020 score
