All posts written by Dave Evans
Five principles for writing an engineering progression framework
In this article I’ll share five principles that became apparent during the process of updating our progression framework. These may be helpful if you’re thinking about introducing a progression framework or making improvements to an existing framework. It’s not an exhaustive list! Continue reading
Generative AI: Programmable Reasoning Machines of the Future
These days Generative AI is being employed for everything from interpretation and summarisation of text to problem solving with a conversational natural language interface. What sort of conceptual model should we have in mind when thinking about LLM systems? Continue reading
The legendary data warehouse application
In spring 2014, I created an internal Ruby on Rails app called data-warehouse. In this blog post I’m going to describe what it was, how it came to be and why, against what would appear to be all reasonable logic, it became the central part of our data infrastructure for about eight years. Continue reading
Our data science hiring process
In this blog post, I’m going to describe our hiring process for data science roles, starting from an advertised role. Hopefully this post will be of some use if you’re thinking about hiring in data science! Continue reading
Six years of data science and analytics interns at FreeAgent
It’s hard to believe we’ve been running internships in our data teams for six years now, and we’re about to start recruitment for the seventh time. Things have changed a little since our first intern started, as last year saw more than four times as many staff in the wider team and our first remote internship during the coronavirus pandemic. I’ve always tended to think of our internships as a… Continue reading