Showing posts with label careers. Show all posts
Showing posts with label careers. Show all posts

Sunday, April 30, 2017

Popularity of Programming Languages for Data Science

Below is a link to a study I found on kdnuggets.com. This is a useful website if you are interested in data science. The study is from October, 2016 so is fairly current. It is based on data from indeed.com as my earlier post was. It shows once again that Python, Java and R are the most popular programming languages for data science. Keep in mind , however, that R is a domain specific language for statistical computing. Unfortunately this study did not include commercial software, only open source. Thus SAS, etc. are not included.

KDNuggets - most popular languages for data science

Friday, April 28, 2017

Popularity of some programming languages/IT skills

What follows is a little survey I did on indeed.com on 4/28/17. I started off just looking for the popularity of the R language for data science but wound up broadening the search terms. I limited the search to my home state of California. It is not in  any way a scientific survey but it did prove interesting as far as it went. R ranked pretty high. Right behind Python and ahead of C++. C and SQL were the top two languages. Java was 3rd. We already offer a short coding class in Java and are developing one in Python. Perhaps we will do R next. A couple other observations are that the open languages are firmly in the lead. SAS had the most mentions of the commercial statistical packages.

I often say that SQL is a foundation skill for data analysis. This survey seems to bear that out. To that I would add Python and/or R for those interested in a data science career.


skill/termindeed mentions
microsoft excel28,420
c23,962
sql15,825
linux14,165
java13,769
python12,835
r9,826
c++8,771
javascript8,619
microsoft access8,199
bi7,778
hadoop4,461
ruby3,715
sas3,602
mysql3,601
tableau3,413
business intelligence3,390
spark3,284
rails2,677
epic2,618
matlab2,141
etl1,726
scala1,685
django668
oracle542
spss538
minitab273
stata236
cobol135
fortran132
medisoft20
statistica7