The Coursera Natural Language Processing course officially starts today. Sign up and start learning.
Data Scientist is the hot new job for 2012. Does this job really exist? Who hires these people? Are companies currently hiring? The answers are: yes, lots of companies, and yes. I decided to spend last night looking for companies that are currently hiring data scientists. It did not take long to compile a pretty good list.
Data Scientist Job Openings
|Microsoft||Redmond, WA||Microsoft Sr. Data Scientist|
|Netflix||Los Gatos, CA||NetFlix Senior Data Scientist|
|Kaggle||San Francisco, CA||Kaggle Data Scientist|
|Greenplum||San Mateo, CA||Greenplum Data Scientist|
|Last.fm||London||Last.fm Data Scientist|
|Rackspace||San Antonio, TX||Rackspace Data Scientist|
|Amazon||Seattle, WA||Amazon Data Scientist/System Architect|
|Menlo Park, CA||Facebook Data Scientist|
|San Francisco, CA||Twitter Data Scientist|
|Mountain View, CA||LinkedIn Data Scientist|
|Cobalt/ADP||Cambridge, MA||Cobalt Data Scientist|
|Ebay/Paypal||San Jose, CA||Paypal Data Scientist|
|Bunchball||San Jose, CA||Bunchball Data Scientist|
|A9||Palo Alto, CA||Principal Engineer/Data Scientist|
|Acxiom||Little Rock, AR||Acxiom Data Scientist|
|Trulia||San Francisco, CA||Trulia Data Scientist – Data Science Lab|
Do you know of any other companies hiring Data Scientists right now?
Statistics – This is a topic that could use some more attention from the online community.
I would love to see Stanford (or Coursera) offer a free statistics course online much like the other free courses online.
I did find a series of Youtube videos by Daniel Judge, a Professor in the East Los Angeles College Mathematics Department. The videos start at the very beginning of statistics. I have watched a couple of the videos, and they seem quite good. Daniel does a nice job of explaining the information. Here is the first video in the series.
Stay tuned to the blog in case other stats options appear online. Also, please leave a comment if you know of some good online statistics resources.
This link provides a great Infographic about data scientist career opportunities.
Also this spring, Stanford will be offering two more courses that might benefit a person learning data science.
- Probabilistic Graphical Models – combining ideas from statistics, probability, and computer science to solve really hard problems…sounds neat
- Natural Language Processing (NLP) – performing algorithms on human language and strings
If you feel these 2 classes might be a bit too advanced at this point, then here are a couple more fundamental computer science classes. If you are new to computer science and programming, CS 101 would be a good choice. If you are not not as new to computer science or might be a bit rusty on your core algorithms knowledge, then Design and Analysis of Algorithms 1 might be appropriate.
Actually, the courses are no longer being offered by just Stanford. A few others schools have been added. The courses are now being offered through Coursera. Plus all the courses are free.
This is an interesting article about how science will use online-gaming to solve some of sciences most difficult questions. Players think they are just solving puzzles.
- A Good Skillset
Jeremy Howard of Kaggle at Strata 2012
In this brief interview he covers a range of other data science topics:
- Big Data is an engineering problem
- Analytics generate value/insight from data
- Predictive Modeling is about answering a question – build a model to do that
- Is Data Science about tools or people? – watch the video for Jeremy’s answer
- And others…
See this previous post for more videos from Strata 2012.
The Strata Conference Making Data Work for 2012 just finished up. If you (like me) were unable to attend the conference, you may have missed out on some of the networking and excitement of actually being at the conference, but you can still glean some knowledge from the videos.
Steve Schoettler “Learning Analytics”
This is a good video about how data can be used to help people learn.
There are many other Strata 2012 videos available as well. See below for links to them.
Other Strata 2012 Videos
See the O’Reilly Strata CA 2012 Playlist on Youtube for more videos. The videos contain numerous interviews with the speakers and even a few of the talks. Also, many of the slide decks can be found on the Strata Conference website.
Have fun catching up on everything that happened at Strata Conference 2012.