[conspire] Anyone know a data scientist?
Rick Moen
rick at linuxmafia.com
Thu Jan 25 11:26:36 PST 2018
Quoting Paul Zander (paulz at ieee.org):
> I can guess what DevOps might be, but I have not heard of Data
> Scientist before.
It's an umbrella concept. I rather like this page on the subject:
Many resources out there may lead you to believe that becoming a data
scientist requires comprehensive mastery of a number of fields, such as
software development, data munging, databases, statistics, machine
learning and data visualization.
Don’t worry. In my experience as a data scientist, that’s not the case.
You don’t need to learn a lifetime’s worth of data-related information
and skills as quickly as possible. Instead, learn to read data science
job descriptions closely. This will enable you to apply to jobs for
which you already have necessary skills, or develop specific data skill
sets to match the jobs you want.
4 Types of Data Science Jobs
“Data scientist” is often used as a blanket title to describe jobs that
are drastically different. Here are four types of data science jobs:
1. A Data Scientist is a Data Analyst Who Lives in San Francisco:
[Snip details, but after acknowledging the joke, author says
this category consists of extracting and displaying data, maybe
working with and exchanging data with other departments.]
2. Please Wrangle Our Data!
[Company is drowning in unmanaged data and needs someone to
impose data infrastructure and data analysis where it's been missing.]
3. We Are Data. Data Is Us:
[Working at a firm that's all about data analysis. You typically
have an academic quant background in stats, math, or physics.]
4. Reasonably Sized Non-Data Companies Who Are Data-Driven:
[Company isn't about data but generates enough to have a niche
need for analysis, tweaking of production code, visualisation, etc.]
https://blog.udacity.com/2014/11/data-science-job-skills.html
More information about the conspire
mailing list