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Companies using R

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R is a free programming language for data analysis, statistical modeling and visualization. It is one of the most popular tool in predictive modeling world. Its popularity is getting better day by day. In 2016 data science salary survey conducted by O'Reilly, R was ranked second in a category of programming languages for data science (SQL ranked first). In another popular KDnuggets Analytics software survey poll, R scored top rank with 49% vote. These survey polls answers the question about scope of R. If you really want to boost your career in analytics, R is the language you need to focus on.

Companies using R
If you are skeptical about the scope of R in future, this tutorial would help you clear doubts. It covers some of the great facts about R and why R is considered as the top programming language in predictive modeling and what are the companies primarily using it.

What's great about R?

1. It supports close to 10,000 free packages which adds muscle to R for data science and analysis (CRAN figure as on December 27,2016). In the graph below, we can see the growth rate of packages is very high. It implies more and more people are taking interest in R. I used CRANpackages dataset from Ecdat library to produce this graph.

R : Packages Download

2. R can perform various data analysis and data science tasks for free. To achieve the similar stuff in SAS, you need to purchase a bundle of SAS softwares and modules. See the list below -
  • Interactive Visualization with Shiny package (Equivalent SAS Product : Visual Analytics)
  • Ensemble Learning / Machine Learning (SAS Product : SAS Enterprise Miner)
  • Text / Social Media Mining (SAS Product : SAS Text Miner)
  • Optimization and Forecasting (SAS Product : SAS ETS, PROC OPTMODEL)
  • RStudio IDE (SAS Product : SAS Enterprise Guide)

3.  R is one of the highest paid IT skill and holds large share in advanced analytics software (Source : LinkedIn Skills, O'Reilly Survey).

4. Easily integrated with popular softwares such as Tableau, SQL Server etc. Last year Microsoft acquired Revolution Analytics. Post acquisition, Microsoft merged enterprise version of R with SQL server, Visual Studio, PowerBI.

5. New statistical and machine learning algorithms are implemented in R much more quicker than any other statistical tool as R is the first choice of researchers.

Companies using R

The following is a list of companies using R. It's not a complete list but a sample of the actual population.
The data used here were collected from MicrosoftR blog, RStudio, Quora, Indeed job portal and other jobs consulting firms and career community websites.
Click on the link below to navigate to the desired section -


Top Tier Companies using R

The following is a list of top brands or large organizations using R.
  1. Facebook - For behavior analysis related to status updates and profile pictures.
  2. Google - For advertising effectiveness and economic forecasting.
  3. Twitter - For data visualization and semantic clustering
  4. Microsoft - Acquired Revolution R company and use it for a variety of purposes.
  5. Uber - For statistical analysis
  6. Airbnb - Scale data science.
  7. IBM - Joined R Consortium Group
  8. ANZ - For credit risk modeling
  9. HP
  10. Ford
  11. Novartis
  12. Roche
  13. New York Times - For data visualization
  14. Mckinsey
  15. BCG
  16. Bain

 IT Companies using R

It includes major companies providing IT and professional services using R in India and other parts of the world.
  1. Accenture
  2. Amadeus IT Group
  3. Capgemini
  4. Cognizant
  5. CSC
  6. HCL Technologies
  7. Hexaware Technologies
  8. HP
  9. IBM
  10. IGATE
  11. Infosys
  12. Larsen & Toubro Infotech
  13. Microsoft
  14. Mindtree
  15. Mphasis
  16. NIIT Tech
  17. Oracle Financial Services Software
  18. Paytm
  19. Snapdeal
  20. R Systems Ltd
  21. Tata Consultancy Services
  22. Tech Mahindra
  23. Wipro

 Analytics and Consulting Companies using R

The below list comprises of niche analytics companies as well as consulting companies providing analytics or market research services.

  1. A.T. Kearney
  2. AbsolutData
  3. AC Nielsen
  4. Accenture
  5. Bain & Company
  6. Booz Allen Hamilton
  7. Capgemini
  8. Convergytics
  9. Deloitte Consulting
  10. Evalueserve
  11. EXL
  12. EY
  13. Fractal Analytics
  14. Gartner
  15. Genpact
  16. IBM
  17. KPMG
  18. Latent View
  19. Manthan Systems
  20. McKinsey & Company
  21. Mu Sigma
  22. PricewaterhouseCoopers
  23. SIBIA Analytics
  24. Simplify360
  25. SmartCube
  26. Target
  27. The Boston Consulting Group
  28. Tiger Analytics
  29. Tower Watson
  30. WNS
  31. ZS Associate

 Financial Institutions

It includes major US and European Banks, Insurance Companies and Other financial institutions using R.

  1. American Express
  2. ANZ
  3. Bank of America
  4. Barclays Bank
  5. Bazaj allianz Insurance
  6. Bharti Axa insurance
  7. Blackrock
  8. Citibank
  9. Dun &Bradstreet
  10. Fidelity
  11. HSBC
  12. JP Morgan
  13. KeyBank
  14. Lloyds Banking
  15. RBS
  16. Standard Chartered
  17. UBS
  18. Wells Fargo
  19. Goldman Sachs
  20. Morgan Stanley
  21. PNC Bank
  22. Citizens Bank
  23. Fifth Third Bank


 End Notes
I tried to cover maximum of the names but i'm sure many are missed in the list. Would you mind sharing the remaining names? :)
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About Author:

Deepanshu founded ListenData with a simple objective - Make analytics easy to understand and follow. He has over 10 years of experience in data science. During his tenure, he has worked with global clients in various domains like Banking, Insurance, Private Equity, Telecom and Human Resource.

25 Responses to "Companies using R"
  1. Rahul29 December 2016 at 01:04

    Snapdeal and Paytm also use R for sales and marketing analytics.

    ReplyDelete
  2. Anonymous31 December 2016 at 15:38

    R is a "free programming language" not a software

    ReplyDelete
    Replies
    1. Anonymous1 January 2017 at 22:38

      There is both an R language and a number of particular R programs in which R is used. For instance, there is the CRAN program as well as the MRAN program (others exist as well). So R is both a language and can be considered a program.

      Delete
  3. Mark Mullen5 January 2017 at 02:34

    TIBCO Spotfire has embedded a fully supported and robust version of R for Enterprise usage named TERR (TIBCO Enterprise Runtime for R). A lot of the companies listed here use TIBCO's TERR Engine for running their R Scripts.

    ReplyDelete
  4. Anonymous7 February 2017 at 05:43

    I'm a big fan of your work!
    Keep enlightening us!

    ReplyDelete
  5. Srie21 April 2017 at 09:01

    I like the way you simplify concepts..bring it on !!

    ReplyDelete
  6. Unknown9 June 2017 at 15:21

    Thank you for your wonderful insights. This site has been most helpful in my quest of becoming a data scientist. Keep up the good work mate.

    ReplyDelete
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    ReplyDelete
  8. Rudra30 November 2017 at 19:12

    Hey deepanshu. This is a good Dashboard where you have mentioned these info.

    I am also working as DA with R and have one curiosity.

    Can you please let me know in past 1 year which new company has added into this list and which has opt out for this option.

    Why people can leave using R?

    ReplyDelete
  9. Unknown16 March 2018 at 09:37

    it is better works in r or sas

    ReplyDelete
  10. Unknown16 March 2018 at 09:38

    please help me for sas is still good or R which is better paying job easy

    ReplyDelete
  11. Unknown11 April 2018 at 03:33

    Hi Man,


    Nice to be visiting your blog again, it has been months for me. Well this article that i’ve been waited for so long.

    We have a requirement as below.
    We have a Factory which has lot of machines.  Machines should always keep running. If any machine goes to down state, it will be a huge impact.

    Requirement:
    We have to design a Dashboard in which, we can see the Color of shape such as “Green - Production, Yellow - Idle, or Red - Down state".
    Each shape represents a machine and it is either rectangle, square or Bar.

    Inputs:
    Factory image: It has rectangle and bar shapes. Each shape indicates one machine.
    Backend, we will get the data with ID 1, 2 and 3.





    Very useful post !everyone should learn and use it during their learning path.


    Kind Regards,
    Irene Hynes

    ReplyDelete
  12. Unknown17 April 2018 at 02:21

    Salama Aleikum,


    What a brilliant post I have come across and believe me I have been searching out for this similar kind of post for past a week and hardly came across this.


    i have 2 machine M1 and M2 .Now the goal is to Register the domain, D1, created in TEA to the second machine M2 So that the domain runs on both the machines.
    TEA runs on another machine M3.
    i entered to M1 machine and went till /bw/6.4/bin
    ran Command ./bwadmin registeragent -d D1 domain M2
    but its throwing me error below
    TIBCO ActiveMatrix BusinessWorks version 6.4.2, build V32, 2017-11-05
    BW Agent name M1
    BW Agent stores data locally
    TIBCO-BW-ADMIN-500008: Error in initializing data manager, TIBCO-BW-ADMIN-PRSTNC-500001: Connection to BW Agent failed.
    The resolution for error TIBCO-BW-ADMIN-500008 is bw agent should be in running state.but both machines agents M1 and M2 are already Running fine.
    Please let us know how can fix this issue ?





    Very useful post !everyone should learn and use it during their learning path.


    Grazie,
    Ajeeth Kumar

    ReplyDelete
  13. Unknown17 May 2018 at 03:04

    Hi There,

    Smokin hot stuff! You’ve trimmed my dim. I feel as bright and fresh as your prolific website and blogs!

    I have a problem lately with the filters I have created in Text have created in Text Areas. All the filters directly from the filter scheme seem to disappear for no apparent reasons. On the Filter panel, the filters show up with no errors.
    This happens when I change tabs but there is no error message showing up. It does not happen all the time. I am not sure what is causing the problem.
    Has anyone experience this before?
    Very useful post !everyone should learn and use it during their learning path.

    Obrigado,
    Preethi

    ReplyDelete
  14. Unknown1 June 2018 at 18:11

    There has been a trending customer preference towards companies that are conscious of the environment. Here we look at how firms can go green and reduce their carbon footprint. MyLife

    ReplyDelete
  15. Unknown2 July 2018 at 00:06

    Very Impressive Data Science tutorial. The content seems to be pretty exhaustive and excellent and will definitely help in learning Data Science. I'm also a learner taken up Data Science training and I think your content has cleared some concepts of mine. While browsing for Data Science tutorials on YouTube i found this fantastic video on Data Science. Do check it out if you are interested to know more.:-https://www.youtube.com/watch?v=1ek7IdGhbXI

    ReplyDelete
  16. Unknown9 July 2018 at 23:40

    Very interesting blog post.Quite informative and very helpful.This indeed is one of the recommended blog for learners.Thank you for providing such nice piece of article. I'm glad to leave a comment. Expect more articles in future. You too can check this R Programming tutorial for updated knowledge on R Programming.
    https://www.youtube.com/watch?v=rgFVq_Q6VF0

    ReplyDelete
  17. Unknown18 July 2018 at 22:41


    Great post dear. It definitely has increased my knowledge on Data Science. Please keep sharing similar write ups of yours. You can check this too for Data Science tutorial as i have recorded this recently on Data Science. and i'm sure it will be helpful to you.https://www.youtube.com/watch?v=8gFu30KW-ek&t=270s

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  18. Anonymous29 August 2018 at 12:43

    I really hate R, I don't know how such a difficult language became so popular

    ReplyDelete
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