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by aub3bhat 3472 days ago
Having spent last 4 months interviewing at several companies for ML roles, I can assure you that no one doing PhD in Computer Science (Machine Learning, Vision, Data Mining) uses R.

I also dont understand what you mean by "exceedingly high value work". For both production as well as research (ICML/NIPS/CVPR) the languages used are in most cases Python/C++/Lua.

Also Stats PhD (who I believe are the sole users of R) aren't typically hired into Machine Learning roles.

R is okay for wrangling tabular data, applying statical model for hypothesis testing and generating pretty charts for papers. But not suitable for state of art Audio, NLP, Vision or Reinforcement Learning.

3 comments

> Also Stats PhD (who I believe are the sole users of R) aren't typically hired into Machine Learning roles.

FWIW, I used R for my undergrad, and still use R for personal projects afterwards. (with modern R, dplyr/ggplot2 are an order of magnitude easier to use, in my opinion, than the Python equivalents)

Lua isn't missed, read the article again. it is just that it just that Lua appears in exactly 0% of the job offers on indeed.com.
Similiar experience. The only people using R were technology illiterate, mining existing datasets, mostly in life sciences.

This is very different than trying to recognize street signs.