Broad Strategic Vision
A broad vision for creative and strategic thinking, formed across operations, engineering, data and commercial roles.
Home · Experience
Career Journey
Four disciplines. One direction.
Computer operator, quality assurance engineer, data tagging analyst and business development executive — six years of computer engineering experience with leading multinational companies, now applied at CAQA.
The Record
Where Sibtain has worked
Current Role
Administrative Officer (Data Analysis and Reporting)
CAQA — Compliance and Quality Assurance
Delivers the data analysis and reporting behind CAQA's operational excellence, compliance and the continuous improvement of its training and assessment resources.
Focus areas
- Analyses organisational data and delivers insightful, decision-ready reports.
- Supports the continuous improvement of training and assessment resources.
- Ensures data is leveraged effectively to drive operational excellence and compliance.
- Contributes to enhancing the quality and accessibility of educational solutions for CAQA's clients.
Earlier Career · Multinationals
Business Development Executive
Leading multinational companies
Commercial roles that built a strategic, client-focused view of markets and sharpened the creative thinking behind the analysis.
Earlier Career · Multinationals
Data Tagging Analyst
Leading multinational companies
Structured, labelled and verified data at analyst level — the discipline of preparing datasets that downstream analysis can trust.
Earlier Career · Multinationals
Quality Assurance Engineer
Leading multinational companies
Engineering-grade quality assurance — designing checks, hunting defects and protecting the integrity of what ships.
Where It Began
Computer Operator
Leading multinational companies
Hands on systems from day one — the operational grounding of six years in computer engineering.
What the Journey Built
The capabilities
What four diverse disciplines add up to at the reporting desk.
Data-Driven Decision-Making
A deep understanding of how data should inform decisions — and how to present it so it does.
Analytical Rigour
Strong analytical skills and attention to detail, so organisational data is leveraged effectively and defensibly.
Adaptability & Innovation
An adaptable, innovative mindset shaped by leading multinational environments and a genuine passion for technology.
Keep exploring
The credentials behind the career
Current training and assessment qualification, plus the engineering formation.