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Data, data, every where And not a byte to think

The world today is awash with data. Corporations, governments, and individuals are busy generating petabytes of data on culture, economy, environment, religion, and society.  While data has become abundant and ubiquitous, data analysts needed to turn raw data into knowledge are in fact in short supply.

With big data comes big opportunity for the educated middle class in the developing world where an army of data scientists can be trained to support the offshoring of analytics from the western countries where such needs are unlikely to be filled from the locally available talent.

In a 2011 report, McKinsey Global Institute revealed that the United States alone faces a shortage of almost 200,000 data analysts. The American economy requires an additional 1.5 million managers proficient in decision-making based on insights gained from the analysis of large data sets. And even when Hal Varian, Google's famed chief economist, profoundly proclaimed that "the real sexy job in 2010s is to be a statistician," there were not many takers for the opportunity in the West where students pursuing degrees in statistics, engineering, and other empirical fields are small in number and are often visa students from abroad.

A recent report by Statistics Canada revealed that two-thirds of those who graduated with a PhD in engineering from a Canadian University in 2005 spoke neither English nor French as mother tongue. Similarly, four out of 10 PhD graduates in computers, mathematics, and physical sciences did not speak a western language as mother tongue. Also, more than 60 per cent of engineering graduates were visible minorities, suggesting that the supply chain of highly qualified professional talent in Canada, and to a large extent in North America, is already linked to the talent emigrating from China, Egypt, India, Iran, and Pakistan.

The abundance of data and the scarcity of analysts present a unique opportunity for developing countries, which have an abundant supply of highly numerate youth who could be trained and mobilised en masse to write a new chapter in offshoring. This would require a serious rethink for thought leaders in developing countries who have not taxed their imaginations beyond thinking of policies to create sweat shops where youth would undersell their skills and see their potential wilt away while creating undergarments for consumers in the west. The fate of the youth in developing countries need not be restricted to stitching underwear or making cold calls from offshored call-centres in order for them to be part of the global value chains. Instead, they can be trained as skilled number-crunchers who would add value to otherwise worthless data for businesses, big and small.

A multi-billion dollar industry

The past decade has witnessed a major change in the sectorial evolution of some very large manufacturing firms known in the past for mostly hardware engineering and now evolving into firms delivering services, such as business analytics. Take IBM for example, which specialised as a computer hardware company producing servers, desktop computers, laptops, and other supporting infrastructure. That was IBM's past. Today, IBM is focussed on analytics. It is spending hundreds of millions of dollars in advertising, trying to rebrand itself as a leader in business analytics. In fact, it has divested from several hardware initiatives, such as manufacturing laptops, and has instead spent billions in acquisitions to build its analytic credentials. For instance, IBM has acquired SPSS for over a billion dollars to capture the retail side of the Business analytics market. For large commercial ventures, IBM acquired Cognos to offer full service analytics.

In 2011 alone, the business analytics software market was worth over $30 billion. Oracle ($6.1bn), SAP ($4.6 bn), IBM ($4.4 bn), and Microsoft and SAS each with $3.3 bn in sales led the market. It is estimated that the sale of business analytics software alone will hit $50 billion by 2016.  Dan Vesset of IDC, a company specialising in watching industry trends, aptly noted that business analytics had "crossed the chasm into the mainstream mass market" and the "demand for business analytics solutions is exposing the previously minor issue of the shortage of highly skilled IT and analytics staff."


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Comments (51)

Farooq
August 20, 2012 6:12 pm
Interesting one. My hunch says that one day this data machine(Internet) will destroy everything on earth.
Venkat
August 5, 2012 10:06 am
Such a coincidence, I started reading a book on Hadoop by Tom White. Very, very interesting. I am a big fan of R. Lot can be acheived in R for free. You have so many libraries, you could easily be confused, what model you want to appliy for a given issue. The other issue, is when you have to handle large data, you might encounter memory issues.
Adnan
July 30, 2012 9:31 am
Disagree with the baseless rant of Aamir. The problem with Pakistan is the mentality like Aamir who just throw blame on others and do nothing themselves. Zia died 20+ years ago, a youth born and developed in due course which faced the secular extremism of PPP and Musharraf but nothing substantial achieved in due course. Due to mindset like Aamir Pakistan is in dark ages.
Falcon
July 30, 2012 2:49 am
@nobody: An enlightened person is first committed to humanity and then the individual countries. If that was not the case, humanity won't have not gotten anywhere. If this article can help bring bread to even one more poor person's home in any part of the world, that would be the true benchmark of success.
Falcon
July 30, 2012 2:46 am
Murtaza Sahab - Thanks a lot for such a brilliant ad well articulated research. After reading your article, I am really interested in learning more about business analytics.
Usman
July 27, 2012 2:56 pm
Good work Murtaza. I would like to meet you and discuss more when i come to Toronto as i am also a Ryerson alumni.
chakraborty
July 27, 2012 1:01 pm
I think you have never " heard" ... sorry
chakraborty
July 27, 2012 11:00 am
I think you have never names of S.N Bose (On whose name Boson Particle is named), J.C Bose (The man who proved Plants have life & Patented wireless communication), Meghnad Saha (Known for Saha Equation), CV Raman (Known for Raman Effect_Nobel winner), Har Gobind Khorana (Nobel winner) I have just named a few from scientific community who are from pre-partition/ Born much before partition era . If you want I can name numerous people from every field where Indians have excelled. So dont make such statements. You are insulting yourself
ali shah
July 27, 2012 7:19 am
great article.....wonderful read......have forwarded to some friends already
Murtaza Haider
July 27, 2012 7:16 am
What do you think my day job as a professor in Canada entails?
liver,brother
July 27, 2012 7:15 am
Dear Mr.Raza, Thanks for sharing knowledge.
_Jamal_
July 27, 2012 7:13 am
Slightly off-topic but looking at that FaceBook map shows no users in KP, FATA or Balochistan, shame there is such a huge intensification of users in Punjab and Sindh. Here in UK offices FaceBook is banned, blocked by the FireWall, at one company where I used to work when such measures were bought in, we had a mini-revolt from some workers, FaceBook is a productivity destroyer and should be avoided at all costs.
inam
July 27, 2012 7:08 am
Well written :) Can any one tell me the name of some firms that are already working on Analytics except TD and IBM in islamabad. Thank you :)
Apoorv
July 27, 2012 6:48 am
Aamir, Can you enlighten me from where did you get this information that Pakistan was ahead of India in Science and Tech some 30 years back? PS - Please provide me sources links or book or articles wherever possible.
Mehdi Maloof
July 27, 2012 4:40 am
This is a very biased Article. QlikView is obviously the best analytics tool ever made but it is not mentioned here. What a shame.
Enigma
July 27, 2012 4:39 am
Nice to see an article on technology in Dawn
Muhd. Sunil Bokhari
July 27, 2012 12:34 am
Big data has become a trendy thing in the IT world, however, things are picking up in Pakistan but at a very low pace specially because of the state of our economy. Just to give a glimpse, you can view this IBM case study on Sui Southern Gas Company (SSGC) which has implemented Cognos among whole other things ( I can say this because I was involved). But because of lack of projects, the skill pool is very limited and that acts as a deterrent for the companies to buy these expensive products as well as for IT professional to get them trained. One more thing, you won't be targeting Big Data through products like IBM Cognos or Oracle BI or SAP Business Objects, but products similar to for example Oracle Endeca which work on unstructured data, because most of the Big Data is unstructured ! Regards, Bokhari
Asif Khan
July 26, 2012 7:41 pm
Pakistan was ahead of India only during pre partition years. Peshawar and Lahore ranked alongside Delhi and Kolkota in terms of intellecual capital. Eversince the partition there is a gradual decline of educational standards. The noted magazine Economist published a supplement on Pakistan and they compared pre partition to post partion. The percentage of people who could write english in peshawar prepartition was around 38% and much higher for Lahore and Karachi. Now, the estimate around 3% in Peshawar. It could be due to various factors but generally should hold good. Some other extraneous factors are responsibe including people who created high value jobs, and the only validitity in your statement is Yes, Zia made it much worse---setting up madrasas and accelearting the slow decline.
Mandeep
July 26, 2012 12:35 pm
Very informative and well presented. This is kind of information that is missing from media outlets. We have an overdose of politics, religion and current affairs everywhere. Very refreshing to read, Mr Murtaza.
p1845
July 26, 2012 12:04 pm
A warning.. The material in there is not for the light heart or useful on day-1. However it is great starter to know, where to start learning. There is so much one has to know before actually being able to claim oneself even a primitive analyst. Happy to run into this article. Please also check out cloud computing that enable big-data analytics on hundreds of computers spread over the net. (Amazon EC2). Enough tuition for free : -) My thoughts are: let us stop blaming the past, countries, ministers, terrorists, adversaries and just do some thing for ourselves and that in turn will be for the society and others around us. Good luck to anyone who actually ventures into this and pls do not forget to thank the other after you make your first billion. ..Best
p1845
July 26, 2012 11:52 am
Folk, A free (and hopefully useful) advice. People interested in large data analysis should check out: Wiki Big Data and Wiki Hadoop (Apache open source platform) A great starter for people wanting to learn. Royalties welcome : -) ..Best
Faran Ali
July 26, 2012 11:15 am
quite well written. good job, I hope the youth of pakistan improves upon this.
aamir
July 26, 2012 10:24 am
India is doing much better and we are busy making and breaking terrorists. This difference was created in the last 30 years (Zia take over). Before that, Pakistan was a head of India in science and technology.
@smohkim
July 26, 2012 9:23 am
Who knocked some sense here? I hope and expect a lot more written on the same. Analytics is a very serious business and the most essential item to base your progress upon. I think if we can have more of this talked about by the experts (and i mean real Experts) to show the value it has to offer. The way around for this should and must come from the Private Sector as relying or hoping for the Public Sector Participation would only ensure an absolute failure. Off topic, but my last conversation with an industry expert mentioned the lack of exploring the same sector (along with a few others). Good read.
nyla
July 26, 2012 8:52 am
hmm really nicely written, though our country is slowly coming towards this side but of course it will take some time though its being done and is an attractive stuff
Nut Case
July 26, 2012 8:30 am
Atul, Would like to correct that cold calling and BPO work came much later after 2000 , It started from software development. Today also BPO and Call Centre is smaller part of the pie but it gets disproportionante flack due to social impact in west. India's IT revolution started in 1969 when FC Kohli started TCS which is 10 billion $ company today. A host of companies mainly in to outsourced software set shop in 80s. Then in 1984 Texas Instrument was first MNC to set shop in Bangalore for captive software development unit followed by Motorola in 1991.
Naseema Perveen
July 26, 2012 7:58 am
excellent one...found something worthy to go through!
Nut Case
July 26, 2012 7:23 am
Hi Murtza, Very nice article , In fact data analytics is already big here in India. I would like to point out that jobs going away due to call centre outsourcing is a caricature created by politicians / media in USA. If you look at volumes in India most of the software business is from domains such as VLSI , System Integration , ERP , DB and now data analytics. Having said that training manpower for data analytics is very different then say for Database development or for writing code for BFSI segment. Manpower for former was provided by short term course mean to cross train basically any gradudate where as for data analytics you need atleast a seed manpower with masters / P.hd level education who can visualize the problem and then a team around them of Engineering business graduates who can use the avialble tools and packages. Here in India , Indian Statistical Research Institue , IISC and other universities have created a seed base since past many decades. Though Engineering graduates study statistics for couple of semisters and also MBA and Executive programs have atleast one course on statistics it is mostly forgotten by the time they pass out of the couse.
Muhammad Arif Saleem
July 26, 2012 6:17 am
Good Haider, you always come up with new perspectives
Atul
July 26, 2012 6:07 am
Mr. Murtaza, while i agree on the importance of big data and analytics, i cant dis-agree more on your statement that youths are wasting time making cold calls from call centers and selling undergarments for consumers in the west. Big data and analytics opportunities dont fall from the sky. Take India, we started with cold calling, graduated to data work in BPO...this work was the foundation for us getting access to data for the corporations for whom we work. So its not a surprise to me, who works in this field that 4 of the top 6 cities where analytics is most popular are in India. Similarly, if the chinese youth are manufacturing undergarments today- that is the essentially building block for them to graduate to become tomorrows Armani designers. In other words, developing economies ought to walk before they run.
Al
July 26, 2012 5:48 am
As Thomas Friedman has written in his World is Flat and NY Times articles, computer/network can be performed from anywhere in the world. So, those numerate foreign workers can do the analytics work without having to move to North America or anywhere else, hence avoiding any political interference from host countries. No?
Ali I.
July 26, 2012 4:57 am
Hi Dr. Murtaza, Thanks for writing this article and sharing this new idea. I am an entrepreneur and was already researching for another idea to work on in a new startup. This one definitely looks promising. I will further research on this. Thank you and please keep writing.
Ehsun
July 26, 2012 2:14 am
Informative and with references; excellent post.
Zaim Raza
July 26, 2012 1:57 am
very good article about big data.Murtaza, could you please give applied example regarding analytics and importance of analytics for mid market.specially if you give the example from microsoft product that would be great for me because i am working on microsoft product. cheers, Zaim Raza.
Anup
July 26, 2012 1:10 am
Thanks Dr. Murtaza for valuable info on this developing situation. I am sure it is going to be great start for many aspiring Engineers, statisticians and computer programmers.
BNS
July 26, 2012 12:31 am
Murtuza, I read the article first and guessed that it is authored by you. It had your hallmark. Good job. You just dont bring up something you talk about the potential solution as well. If someone does not agree to your solution thats another point but on your part you come up with a complete proposal not just the tag line. Thank you for doing this service to your countrymen. Now it is on us, others, to evaluate your proposal and to exploit it, or not. Again thanks very much.
Darwin
July 26, 2012 12:03 am
Interesting.
Saracen
July 25, 2012 11:32 pm
An absolutely stunning article with so much insight and vision. If only Pakistanis like this could be found in Pakistan with the unadulterated support of the authorities. He has really tapped into the new growth area for Pakistan. If only the criminals who run Pakistan had any sense they would give this man overarching powers to bring this about. Well done this man!
Abdul
July 25, 2012 11:18 pm
A good one. However it really doubt that without an active Public sector support, this complex division of technology could make significant inroads in Pak. Still as writer suggests, private sector can provide for those in search of excellence in this field.
irfan
July 25, 2012 10:42 pm
m not surprised that indians are doing far better in the world ..
Rayhan Abdulmughnee
July 25, 2012 8:49 pm
Agree with your view on the importance of data analysis, especially when it comes to SMEs (Small and Medium Size Businesses). Those who are interested in getting into data analysis as a business opportunity should look into Google Analytics. A free, but very powerful tool from Google. So powerful in fact that most business owners are not able to fully appreciate its power. Is there a market for entrepreneurs to help SME understand the data from the Google Analytics? I think so. If you can analyze the data and write a jargon-free report that can help entrepreneurs run their business better, I believe you can find a niche that can be profitable.
Ash
July 25, 2012 6:58 pm
Murtaza - Can you please shorten the length of your articles and stop giving so many links in bold.
Goga Pagla
July 25, 2012 6:20 pm
Wow!! Great article and more importantly I am impressed that Dawn would carry such a piece.
kamran
July 25, 2012 6:02 pm
This article would be more apt for publication in a scientific journal rather than a newsapaper.
Rashid
July 25, 2012 5:52 pm
Very informative article. Just want to add one thing here, readers who read this article and motivated enough to jump into the bigdata market should also look into Hadoop and MapReduce. Good luck friends.
nobody
July 25, 2012 5:34 pm
Murtaza should look for the interest of Canada first not developing countries at the expense of Canada. You live here, do something for Canada first, guide the youth here.
uthmanmalik
July 25, 2012 3:47 pm
I am glad that you wrote about it. I just moved back to Pakistan to work on it here at a University. And since you have mentioned it, probably I should get in touch with you in a few months time to discuss a Phd thesis :)
BRR
July 25, 2012 2:50 pm
An extremely informative, revealing article, which contains a lot of information someone like me with 25 years in IT knows about, but few in the developing world are aware of. Great article, good job educating the masses.
Kumar
July 25, 2012 2:32 pm
Really nice article. Good Business Opportunity for developing worlds including Pakistan.
Rishad Shaikh
July 25, 2012 2:08 pm
Analytics is a win-win, Intellectually as well as economically, and its really sexy. Thanks for writing such a well researched and relevant article and presenting it as it is- The Next Big Thing.