Dream Job!! - Data Scientist @ NYT


The New York Times Company, a leading media company with 2010 revenues of $2.4 billion, includes The New York Times, the International Herald Tribune, The Boston Globe and more than 50 Web sites, including NYTimes.com, Boston.com and About.com. The Company’s core purpose is to enhance society by creating, collecting and distributing high-quality news, information and entertainment.

 

The New York Times Company is launching a confidential new business initiative requiring agile teams of talented engineers, technologists and business leaders. We are seeking individuals who have an entrepreneurial spirit, and great passion for building new digital businesses from the ground up. Candidates must be nimble and flexible and thrive in a fast-paced start-up-like environment. Qualified candidates who pass an initial phone screen will be invited for personal interviews under an NDA.

 

The New York Times is seeking a talented and motivated data scientist to join our Research and Development group. We are seeking technically savvy individuals with an entrepreneurial spirit to draw insight from large streams of realtime data and to develop analysis tools for use by others.  The ideal candidate will have both the statistical skills to analyze data thoughtfully as well as the programming skills to test their ideas.  Candidates must be able to manage themselves in a fast-paced environment and be able to handle requirements for multiple projects simultaneously.

Responsibilities:
Manage streams of structured and unstructured data.
Perform research and analysis on large datasets, including exploratory data analysis, network   visualization, trending analysis, and other needed statistical analyses.
Develop prototypes and metrics that can be used to drive business decisions.  
Be aware of other data sources within and without the company that could be used to compliment current and future projects.
Communicate insights from complicated data sources clearly and succinctly to non-technical people within the company.

Qualifications:
MS or higher in Statistics, Applied Mathematics, Computer Science, or related field.
Familiarity with machine learning concepts, such as classification, clustering, and time-series analysis.
Proficiency with statistical analysis tools (e.g R, Stata)
Proficiency with scripting languages (e.g. Python, Ruby)
Experience with big data tools (e.g Hadoop, Pig, Lucene)
NoSQL experience a plus (e.g. mongoDB, CouchDB)

Source: performancemanager4.successfactors.com

11 FREE mindmapping software packages

From lifehack.org
Free Mindmapping Software
Easy Linking, Drag & Drop Files Search, Publishing, HTML Expor

Mind mapping is a way of taking notes, capturing ideas, exploring concepts and breaking down information into a more readily understood format. It’s a place where visual representations and written representations of things merge to create something that is more natural to the mind; it works with and represents the way we think, where as paragraph-based text is not representative of the thought process at all.

There are a million and one uses for mind mapping. You can use it to study for a big exam. You can use it brainstorm new article ideas, or flesh out what needs to be covered in the business plan for a new venture. You can organize a big move of house; heck, I’ve seen people use the mind map format for their daily to-do lists (each to their own, eh?).

There are huge advantages to creating your mind maps with paper and pen. In fact, though I’ve tried many different mind mapping programs over the years, pen and paper remains my favorite way of creating them. Some would say that it is a part of the process. That said, there are distinct advantages in using software and sometimes you need to decide what the best tool for the job is on a case by case basis. For when that time comes, here are 11 free mind mapping applications and web services.

Freemind is one of the most popular free mind mapping applications out there, and that’s mainly because it’s in Java and thus cross-platform (and because it’s a great app, of course). This software implements some of the major features that digital task lists have over paper task lists: retractable and expandable branches and hyperlinking between different branches make it easier to organize and easier to connect ideas.

bubble.us is a free web-based mind mapping application. You can sign up for an account in order to save your mind maps, but better still, they don’t force you to get an account to start creating. The interface could use some work to make it a truly usable application.

Semantik is a KDE Linux application for creating mind maps, though they can be viewed in different formats, such as a linear tree view with retractable and expandable branches.

MindMeister is another web app with varying account options; there’s a free account, and several commercial options. It has a fairly nice design and interface in comparison with many other mind mapping web apps that are available.

RecallPlus is commercial software with a lighter free edition. It combines the process of mind mapping with flash card memorization techniques, and is aimed at students who wish to take notes and then test themselves using them. RecallPlus is a Windows application.

Mindomo is another mind mapping web app with both a free account option and a commercial one. It allows you to share your mind maps with others, and also embed them into your web pages.

Mind42 is a totally free mind mapping web app and it is one of my favorites. The interface is a good one, and it has some excellent features such as easy navigation for large mind maps with zoom and birdview (and branch hiding, but that’s pretty standard these days), and the ability to attach notes and images to branches, which isn’t always allowed in “pure” mind mapping software. You can also link branches to other sites and see a preview when you rollover the link, which I think is probably the only appropriate use of those preview rollovers anywhere on the net.

Labyrinth is a very simple and basic mind mapping application for Linux and Windows.

Vym (View Your Mind) is an application for Mac OS X and various Linux distributions. There seems to be a Windows port, but it is accompanied by bug reports.

WiseMapping is another web app for mind mapping which requires no browser plug-ins at all, which is fantastic when you don’t know which computers you’ll be using in a given day. You can share, export and publish your mind maps from the app and there is no commercial account option; everything is free and unlimited.

PersonalBrain is a cross-platform application. It’s a commercial application, but a lighter free edition is on offer. I thought the integration of a calendar with events that you can add was a particularly cool addition and means you can brainstorm in not just the conceptual realm but cross over into the earlier stages of planning as well.

Mind mapping is one of those areas where it has always been hard to find a good native OS X application. It always surprises me when I find more Linux options than OS X options! I tend to go for the web apps, but Freemind in particular is good for any user on any popular platform. If I were to suggest one particular web app, I’d suggest Mind42. While I’ve used the Windows and Linux apps before, I can’t give a strong recommendation as I’ve not used any for the long-term.

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