Data Analysis
Turning organisational data into evidence that drives operational excellence and compliance.
Sibtain Jan — Administrative Officer (Data Analysis and Reporting) at CAQA. Six years of computer engineering experience, applied to the data, quality and reporting that keep training and assessment resources continuously improving.

Sibtain Jan is an accomplished Administrative Officer (Data Analysis and Reporting) at CAQA, bringing six years of valuable experience in computer engineering to the team.
Throughout his career he has held diverse roles — computer operator, quality assurance engineer, data tagging analyst and business development executive — with leading multinational companies. Those positions built a broad vision for creative and strategic thinking, and a deep understanding of data-driven decision-making.
His expertise spans data analysis, quality assurance and business development, allowing him to deliver insightful reports and support the continuous improvement of training and assessment resources at CAQA.
The specialisations behind every report that leaves the desk.
Turning organisational data into evidence that drives operational excellence and compliance.
An engineer's eye for defects, applied to the resources and processes behind education and training.
Insightful, decision-ready reporting — accurate, timely and written for the people who act on it.
Commercial experience with leading multinationals, informing a strategic view of every dataset.
Analyst-grade discipline in labelling, structuring and preparing data so downstream analysis holds up.
Six years of engineering practice — the technical foundation beneath the analysis.
Supporting the ongoing refinement of CAQA's training and assessment resources, release after release.
Committed to enhancing the quality and accessibility of educational solutions for CAQA's clients.
“Good data tells you what happened. Good reporting tells you what to do next.The Jan approach
Six years of computer engineering, four professional disciplines, one destination.
Data analysis and reporting in support of operational excellence, compliance and the continuous improvement of training and assessment resources.
Engineering-grade quality assurance with leading multinational companies — where the habit of testing everything was formed.
Structured, labelled and verified data at analyst level — the groundwork of every trustworthy dataset.
Commercial roles with multinationals that sharpened a strategic, client-focused way of thinking.
Where the career began — hands on systems, learning how technology behaves in the real world.
Diverse roles that built a broad vision for creative and strategic thinking and data-driven decision-making.
From quality assurance to insightful reporting, put an engineer's discipline behind your next decision.