This is the one and only opportunity for me to write what was my thoughts about data science after first couple of days in a new office. I decided to start another job, first job in data analysis and first in software house – huge difference from the first day.
First of all I had no idea what anyone was talking about. All those abbreviations and office slang is a bit overwhelming at first. But you get used to it and understand more and more every day. But after couple of days it is still not enough. But hey! During the first weeks you’re allowed to ask stupid questions, so use it.
Second of all, your chosen technology is not necessary used in the office. Even if you spoke about used technologies during interview and you were asked to implement your chosen technology to your new office, you will have to use also technologies they use. It is not at all a bad thing, it gives you opportunity to expand your knowledge and perspectives. It is easier to understand the data in a way they work with it and after you understand it you can go on with your technologies.
Third thing is the co-operation. You will not be with data alone, others need your results, they (engineers) change the way how data looks like, they want to learn how to do some analyses on their own – strong co-operation in data analysis is crucial.
Forth – you need to understand the goal of your existence in the company. You don’t analyse the data just to analyse it, there is company strategy in it, you have to keep it mind all the time.
Last, but not least, connected to all of the above, company lives its life and what you do today may not be so necessary tomorrow and sometimes you have to deal with unfinished projects. Just go with the flow (and company development).