Analytics
Network insights
Aggregate, privacy-safe statistics computed from visible profiles and relationships. Snapshot generated live from the database.
Professionals
157
Companies
57
Connections
740
9.4 avg per person · 53% verified
Cross-industry links
77%
572 connections span industries
Professionals by function
Distribution across primary categories
Top expertise areas
Most common skills across profiles
- Analytics30
- IoT23
- Software Engineering23
- Digital Twin23
- Systems Architecture22
- Operations22
- Cybersecurity21
- Energy21
- Cloud21
- LLMs20
Most connected professionals
By number of relationships
- 1
Sara Al HarbiSenior Reliability Engineer · Gulf Digital Energy21
- 2
Kwame MwangiHead of Reliability Engineering · Gulf Digital Energy20
- 3
Emma GarciaDirector of Machine Learning Engineering · Rimal Systems19
- 4HLHiro LiuApplied AI Manager · Wadi Technology Ventures19
- 5
Reem Al AmriReliability Engineer · Red Sands Energy19
- 6
Jessica BrooksVice President, Software Engineering · Desert Cloud Technologies18
- 7CWClaire WeberData Engineering Manager · Qimam Cybersecurity17
- 8
Elena AndersenDirector of Generative AI · Rimal Systems17
Most connected companies
Total relationships touching staff
- 1RERed Sands EnergyEnergy · 12 members125
- 2GIGulf Industrial IntelligenceManufacturing · 10 members95
- 3GEGulf Digital EnergyEnergy · 8 members91
- 4QCQimam CybersecurityCybersecurity · 7 members78
- 5RSRimal SystemsTelecommunications · 6 members70
- 6RLRiyadh FinTech LabsFinTech · 8 members68
- 7AHAfaq Digital HealthHealthcare · 8 members58
- 8HSHorizon Health SystemsHealthcare · 7 members58
Cross-sector bridges
People whose connections span the most industries
Professionals by city
Where the network is concentrated
- Riyadh67
- Jeddah29
- Dhahran17
- Dammam14
- NEOM11
- Khobar8
- Jubail7
- Tabuk3
- Mecca1
Industry distribution
Top industries by headcount
- Energy20
- Technology18
- Healthcare15
- Oil & Gas14
- Manufacturing12
- Real Estate11
- Telecommunications10
- Banking7
- Government6
- FinTech6
Seniority mix
Career level of members
- Senior Specialist27
- Manager24
- Head22
- Director21
- Senior Manager21
- Specialist14
- C-Level12
- VP7
- Founder5
- Individual Contributor4
Emerging expertise
Share of practitioners with ≤7 years' experience (%)
- Hydrogen75
- Academic Leadership75
- Teaching50
- IoT43
- Robotics43
- Asset Management40
Relationship types
How people in the network know each other
- worked together259
- professional community194
- industry contact100
- project collaboration51
- business partner49
- studied together46
- mentor41
Strongest company-to-company links
Organisations whose people are most connected