back to thoughts
Tech·5 min·Jan 2025

Why Every Banker Needs to Code

In 2025, the divide between "finance people" and "tech people" is rapidly disappearing. Having started in Computer Science before moving into Finance, I've witnessed firsthand how coding literacy transforms financial professionals from order-takers to architects of change.

I've watched analysts who can write Python scripts close deals far faster than those stuck on manual processes. The ability to prototype a data model, automate a workflow, or even just understand technical constraints during vendor negotiations is now table-stakes for career progression in institutional finance.

My Computer Science background didn't just teach me syntax, it taught me systems thinking. When I architected automation that saved 12,000 manual hours for a Tier 1 Investment Bank, it wasn't because I was the best coder in the room. It was because I could see the financial process through a technical lens and ask: "Why does this have to be manual?"

The future belongs to the ambidextrous: those who can read both a balance sheet and a stack trace.