My First Year as a Data Scientist
I was very fortunate to be given the opportunity by my employer to change role from a full-stack software developer to data scientist with the in-house Data Team. I've now spent over a year in this new data science role and thoroughly enjoy the different challenges it brings over software development. I wanted to write this blog post to firstly help me reflect on what I've been doing over the past year: what changes I had to undergo, what I did well, what I could improve on. And, secondly to help others in a similar situation to me - either thinking about transitioning or already transitioning by writing about some of the pitfalls and challenges I've had. Before I start, to elaborate on my background a little bit more: I haven't always been a software developer. I have completed both a Masters and PhD in Computer Science. So I didn't go into the move completely blind, I did have some previous experience of tools, models and methodologies to rely on. But I have a