Thursday, November 10, 2011
My learning as a Data Scientist
A recent blog post by Kontagent Kaleidoscope about Big Data is Useless without Science got me thinking about my role as a self-proclaimed Data Scientist. The blog article points out a need for the science of better decision making. Organizations are looking for people to help them turn their data mines into information gold. I've definitely learned a lot over the years as a Data Scientist and I thought I would list some of those learnings.
1. Organizations Don't Know What a Data Scientist Can Do
The idea here is marketing your own talents. The Data Scientist needs to put their methods and work out there for the organization to see and touch. This means working with the peers and management in the organization. The Data Scientist needs to be able to eloquently relate methods, problems, challenges and how they can be solved. Important skills here are personal marketing and communication. I know this goes against the grain of many numbers geeks like me.
2. Problems Don't Solve Themselves
Opportunities for solving real problems in an organization are always around. The trick is being in the right place at the right time to be able to solve those problems. Organizations have hoarded a lot of data and many times they don't even remember why. The Data Scientist needs to turn into a Data Detective. Explore all aspects of the organization. Interview different departments and see how they tick and ask questions like "What keeps you up at night about your job?". I was often surprised how a simple solution would go a long way to helping someone else out. This develops true collaboration and leads to bigger problems to solve.
3. Always Continue to Learn New Things
The world is constantly evolving and there are always new tools, tricks, methods, algorithms, software and mechanisms. The Data Scientist needs to be able to adapt to new technologies. I've found its best to stay current with whats new in order to stay sharp and meet new demands. The internet can be your friend. Even keeping up with a favorite list of blogs can help with staying current. Times change and so do organization's needs. Perhaps this is just me but I love learning new things as it creates a fun diversion and improves my skill sets.