“I’ve joined the programme because I wanted to develop skills that I could leverage across the entire organisation,  I felt the apprenticeship would not only make me more effective in my role but also help future-proof my career. My initial goal was to become comfortable using Jupyter Notebooks and Python in my day-to-day work, so I wouldn’t hesitate to choose them over Excel, even under time pressure.

Now, I prefer Jupyter Notebooks for my daily market risk analysis. It’s faster, more efficient, and reliable. I’ve automated my workflow, saving an hour a day, making me more effective as a Market Risk Manager.

I take great pride in the data visualisations I produce for management. They transform complex data into clear, concise messages for my stakeholders. I no longer see any data problem as insurmountable—I’m confident in handling even the most challenging tasks.

This experience has made me more independent, faster, and more versatile in solving business problems and advancing my career.”