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.
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.
IT Companies using R
It includes major companies providing IT and professional services using R in India and other parts of the world.
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.
Financial Institutions
It includes major US and European Banks, Insurance Companies and Other financial institutions using R.
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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| Companies using R |
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.
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| 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.
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 -
The following is a list of top brands or large organizations using R.
- Facebook - For behavior analysis related to status updates and profile pictures.
- Google - For advertising effectiveness and economic forecasting.
- Twitter - For data visualization and semantic clustering
- Microsoft - Acquired Revolution R company and use it for a variety of purposes.
- Uber - For statistical analysis
- Airbnb - Scale data science.
- IBM - Joined R Consortium Group
- ANZ - For credit risk modeling
- HP
- Ford
- Novartis
- Roche
- New York Times - For data visualization
- Mckinsey
- BCG
- Bain
IT Companies using R
It includes major companies providing IT and professional services using R in India and other parts of the world.
- Accenture
- Amadeus IT Group
- Capgemini
- Cognizant
- CSC
- HCL Technologies
- Hexaware Technologies
- HP
- IBM
- IGATE
- Infosys
- Larsen & Toubro Infotech
- Microsoft
- Mindtree
- Mphasis
- NIIT Tech
- Oracle Financial Services Software
- Paytm
- Snapdeal
- R Systems Ltd
- Tata Consultancy Services
- Tech Mahindra
- 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.
- A.T. Kearney
- AbsolutData
- AC Nielsen
- Accenture
- Bain & Company
- Booz Allen Hamilton
- Capgemini
- Convergytics
- Deloitte Consulting
- Evalueserve
- EXL
- EY
- Fractal Analytics
- Gartner
- Genpact
- IBM
- KPMG
- Latent View
- Manthan Systems
- McKinsey & Company
- Mu Sigma
- PricewaterhouseCoopers
- SIBIA Analytics
- Simplify360
- SmartCube
- Target
- The Boston Consulting Group
- Tiger Analytics
- Tower Watson
- WNS
- ZS Associate
Financial Institutions
It includes major US and European Banks, Insurance Companies and Other financial institutions using R.
- American Express
- ANZ
- Bank of America
- Barclays Bank
- Bazaj allianz Insurance
- Bharti Axa insurance
- Blackrock
- Citibank
- Dun &Bradstreet
- Fidelity
- HSBC
- JP Morgan
- KeyBank
- Lloyds Banking
- RBS
- Standard Chartered
- UBS
- Wells Fargo
- Goldman Sachs
- Morgan Stanley
- PNC Bank
- Citizens Bank
- 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? :)
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 worked with global clients in various domains like Banking, Insurance, Private Equity, Telecom and HR.
Snapdeal and Paytm also use R for sales and marketing analytics.
ReplyDeleteR is a "free programming language" not a software
ReplyDeleteThere 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.
DeleteTIBCO 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.
ReplyDeleteI'm a big fan of your work!
ReplyDeleteKeep enlightening us!
I like the way you simplify concepts..bring it on !!
ReplyDeleteThank 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.
ReplyDeleteHey deepanshu. This is a good Dashboard where you have mentioned these info.
ReplyDeleteI 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?
it is better works in r or sas
ReplyDeleteplease help me for sas is still good or R which is better paying job easy
ReplyDeleteHi Man,
ReplyDeleteNice 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
Salama Aleikum,
ReplyDeleteWhat 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
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
ReplyDeleteI really hate R, I don't know how such a difficult language became so popular
ReplyDeleteNice articles..
ReplyDeleteThanks. Learn a lot from your tutorials.
ReplyDeleteYes Sir you made a good simple list. But that is not it all.
ReplyDelete