Analytics Salary Report 2014

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Salary Report 2014
Jigsaw Academy’s
for the India Analytics Industry
Outline | pg01 © Jigsaw Academy
Outline
Introduction
A note from the CEO
The Analytics Scenario in India in 2013
Predictions for 2014
Salary Report
Big Data
Conclusion
Key Data Sources
About Jigsaw Academy
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Introduction
Jigsaw Academy takes great pride in presenting their 2014 Salary Report for the
analytics industry in India. The first quarter of 2014 saw demand for analytics
professionals continuing its upward trajectory, and increasing awareness of data
science. More companies are investing more heavily in data initiatives, and students
and professionals are taking concrete steps to learn more about the field and
become data savvy.
This report is an effort by Jigsaw to give all those already in analytics, as well as those
interested in the industry, a comprehensive view of the analytics scenario in India.
Other than an update on salary trends and projections, we have also included
articles on the state of the industry in 2013 and our projections for 2014. We also
have a section on Big Data, which includes an overview of the key skills a Data
Scientist needs, as well as an interview with a Big Data guru.
Introduction | pg02 © Jigsaw Academy
Everyone is more aware of
data science. Companies are
investing more heavily in
data initiatives.

A note
It's 2014, and the Data Analytics and Big Data buzz has far from died down.
However the one thing that's an even bigger issue than 'Data' is the huge
number of career opportunities that it offers. The demand for trained
analytics and big data professionals is increasing at a tremendous rate.
Supply is still very constrained and this means that over half the positions on
offer still remain unfilled. Today's professionals need to pick up analytics
skills and those that do will reap significant benefits in the coming years. And
those who don't will find themselves getting marginalized very soon.
We launched this annual analytics salary report last year to highlight the
analytics scenario in India. The industry needs skilled talent and we felt that if
professionals and students embarking on their careers are aware of the
salary trends and skills in demand in the industry, they would consider
building their analytics skill set.
Last year's report generated terrific response from the industry. Students,
professionals and organizations, as well as academic institutions found the
report very useful. It helped them better understand what is happening in
the analytics industry and take more informed decisions.
We are grateful for the support we have received from analytics professionals
for this year's report. A special thanks to Bhasker Gupta from Analytics India
Magazine for his support and help in compiling this report. We hope this
report will inform and inspire many to take that first step and enter the
world of data.
— Gaurav Vohra
A note from the CEO of Jigsaw Academy | pg03 © Jigsaw Academy
from the CEO of Jigsaw Academy
Scenario
In 2013 we saw a significant rise in Data Analytics and Big Data initiatives across all
sectors in India. Finance, telecom, ecommerce and retail sectors showed higher
investments in data related tools and technologies. Industries like healthcare, auto and
manufacturing also increased their data related spend. Hiring picked up considerably
but the demand supply lag was still considerable considering the sheer lack of
availability of trained analytics professionals.
Some important figures are as follows:
The Analytics Scenario in India in 2013 | pg04 © Jigsaw Academy
The Analytics Scenario in India in 2013
$375
Million
Size of the Indian
analytics Market
More than
500
No. of companies operating
in this segment in India
$1.15
Billion
Expected Indian
Analytics market by 2015.
(Business Standard
report)
Bangalore
Bangalore is still the hub of analytics in
India, though other cities are coming up.
Last year, Bangalore housed 29% of all
analytics firms in India (AIM)
Other key facts for 2013:
Ÿ Though SAS remained a popular tool, trends show that R has been increasing its
share of the market. Several analytics companies use both SAS and R, depending
on project and client preferences.
Ÿ Big Data tools Hadoop and Map Reduce were industry favourites. Companies are
investing in building this capability, but are not using it effectively yet.
Ÿ Hadoop skills were in demand coupled with SAS and R.
Ÿ Web analytics, text analytics and social media analytics began to gain popularity.
Predictions
Predictions for the Analytics Industry in 2014 | pg05 © Jigsaw Academy
for the Analytics Industry in 2014
Big Data will lose its sheen
but analytics will continue
to be the mainstay of an
organization.

Gaurav Vohra, CEO and Co founder, Jigsaw Academy
Ÿ The hype around big data will hit a slump
The hype around Big Data is far higher than the actual adoption of Big Data technologies and
tools in India today. We predict that this hype bubble will burst soon, perhaps as soon as by end
2014.
Ÿ Online businesses will focus more on analytics
There has been explosive growth in India in the e-commerce segment. In 2014, as competition
increases, online businesses will start focussing on using analytics as a way for competitive
differentiation. Those that are able to set up a culture of data driven decision making will race
ahead of the pack.
Ÿ Social media analytics will become more popular
More and more businesses are leveraging social media to connect with their customers. In 2014,
organizations will begin to derive significant insights from their customers through social media
analytics. Techniques like text analytics and sentiment analysis will gain credence. FMCG
companies and media houses (especially TV channels) are putting a lot of effort on social media
and they will lead the application of analytics in this domain.
Predictions
Predictions for the Analytics Industry in 2014 | pg06 © Jigsaw Academy
for the Analytics Industry in 2014
Ÿ There will be a greater demand for analytics training
Demand for analytics is currently driven by businesses and organizations that want to up-skill
their employees. We predict that in 2014, MBA colleges will place more emphasis on analytics
as part of their regular curriculum to cater to the demand-supply gap for analytics
professionals. A number of specialized analytics courses (such as the ones offered by the Great
Lakes Institute of Management, Chennai and the Indian School of Business , Hyderabad) have
already gained popularity in 2013. We predict that many more such courses will be launched in
2014.
Ÿ Web analytics
Though more companies have already begun to focus on their online presence, they will begin
to start analyzing the impact of their online presence in more effective ways. We will see an
increase in demand for web analysts, whose salaries we predict will be 20% higher than IT
professionals with similar years of experience.
Ÿ Text analytics
This area of analytics will begin to be used extensively, for sentiment analysis. We saw this in
the run up to the general elections in India, when many political parties used it to see voter
trends. We expect to see an increase in sentiment analysis by corporates post elections, which
will give it more momentum.
Ÿ Cloud analytics
We will see Cloud based analytics tools becoming mainstream, particularly in the web and social
media segments. We expect this trend to move to other domains in time.
Ÿ Analytics salaries will continue on their upward trajectory
Salaries for analytics professionals have been rising faster than average for the last 10 years,
fueled by increasing demand for skilled people. This trend will continue in 2014. We predict that
entry level salaries will grow by 5 to 10%, and salaries for those with 5+ years of experience will
grow by 10 to 15%.
Salary Report
Salary Report | pg07 © Jigsaw Academy
Ÿ Role
Ÿ Years of Experience
Ÿ Type of Company
Ÿ City
Ÿ Analytic Tool experience
Our data shows that salaries in analytics can vary considerably depending on role, as well as years
of experience. In addition, the type of company worked for, the city lived in and the analytic tools
worked on, can impact remuneration considerably.
Compensation at captive centers which deal with locked-in clients for longer time periods typically
offer higher salaries for analysts. Niche service providers who move analysts across multiple
industries and clients offer lower salaries, but give the analyst a richer resume opportunity.
Similarly, there are some cities which are analytic hubs that attract the best analytics talent with the
lure of higher salaries. Cost of living also plays a role and we see that cities with a higher cost of
living have higher salaries for analytics professionals. We have tried to capture salary trends in
these cities as compared to others, while also comparing salaries depending on the kind of
analytics tools worked on. As expected, the more analytic tools a person builds expertise in, the
higher marketability and future compensation.
This section presents data we have compiled based on detailed information and comparisons on
salaries for analytics professionals based on five parameters. These are:
Salary Report
Salary Report | pg08 © Jigsaw Academy
The first comparison is across various analytics roles and experience levels. This parameter was
chosen to essentially show how salaries grow as you evolve in your analytics roles and as you gain
added years of experience. As with any career, you would expect to get an increase in remuneration
every time you got a promotion or with every added year of experience. However things are a lot
perkier as a data analyst and trends show that salary increments are higher than the average 10%.
Role and Years of Experience
Salary More than Doubles from Entry Level Analyst to Manager
Key Takeaways
Ÿ Average entry level salaries have increased 27% since 2013, from Rs. 520 thousand to Rs 660
thousand per annum.
Ÿ Typically, there is a 250% increase in salary from entry level analyst to manager.
Ÿ Managers in analytics command an annual salary upward of Rs 1500 thousand.
Ÿ At senior levels, annual salaries are upward of Rs. 2500 thousand which is more than a 60%
increase from a managers salary.
6.6
8.4
11.2
15.1
22
28
Salary Report
Salary Report | pg09 © Jigsaw Academy
Years of Experience
In Five Years, Data Analysts Earn Thrice what they Start off with.
Key Takeaways
Ÿ Typical increase in salary is 12-15% every year
Ÿ Big jump in compensation after the 5 year mark.
6.2
8.3
15
21
28
Salary Report
Salary Report | pg10 © Jigsaw Academy
Organizations hiring analytics talent fall into six broad groups.
IT Companies
This includes IT companies such as Wipro, TCS and Infosys that are now looking at analytics as
the next growth engine.
Knowledge process outsourcers or KPOs
This includes companies such as Genpact, Accenture and WNS that offer analytics as one of
the outsourced services in their portfolio.
Analytics Consulting Firms
This includes specialized analytics companies such as Mu Sigma, Fractal Analytics, and
Gramener.
Retailers
This includes Tesco, Target, Big Bazaar and many more that use analytics to support their own
businesses brands.
E-commerce
This includes companies like Flipkart and Amazon that use analytics to build retail businesses
for brick-and-mortar companies.
BFSI or In-house units
This includes Banking, Financial services and Insurance companies that use analytics to support
their own businesses such as HSBC, Citibank, American Express etc.
Types of Companies
Ecommerce Companies are the New Entrants who are Paying Well to
Attract the Right Talent
Salary Report
Salary Report | pg11 © Jigsaw Academy
Types of Companies
Key Takeaways
Ÿ Captive centers pay higher salaries in general. If you look at the top paying companies, they are
all captives. The reasons they pay their analysts higher salaries is primarily to retain them. When
you work for a captive center, you are tied in to one particular industry with limited scope to
broaden your expertise in other domains. As there is little variety, the work could get
monotonous, and hence the high salaries to keep motivation high.
Ÿ Among the captives(such as BFSI, ecommerce and retail), BFSI offers the highest salaries. This is
because these companies are most easily able to measure the impact of their analytic initiatives.
Since they know the value that analytics brings to their business, they confidently invest more in
analytics and are happy to pay higher salaries to retain their analytics talent.
Ÿ Ecommerce companies are the new entrants. They are building their analytics capabilities and in
a bid to get the right analytics talent, are willing to offer good salaries.
Ÿ As compared to captives, analysts that work for service providers either in the KPO/BPO or IT
sector have the opportunity to move around domains and gain expertise. This is considered a
plus as it great for your CV and this is the advantage that affords service providers the luxury of
paying lower salaries but still attracting high quality talent.
9.2
10.2
10.7
11.3
11.6
13.7
10.2
Salary Report
Salary Report | pg12 © Jigsaw Academy
Cities
Bangalore and Delhi/ NCR are the Hubs for Analytics Companies in India
Key Takeaways
Ÿ Mumbai has traditionally offered the highest salaries because of its high cost of living and the
trend continues.
Ÿ Bangalore and Delhi/ NCR are the hubs for analytics jobs. They have the highest number of
analytics companies and analytics jobs with salaries in the range of Rs 11 hundred thousand.
Ÿ Analytics salaries in Hyderabad and Pune are 20% lower. Companies can bring their salaries
down by 15% if they move to a smaller city.
Ÿ The average analytics salary in India is 11.1 hundred thousand.
13.2
11.6
11.1
10.2
9.6
9.4
9.3
8
Salary Report
Salary Report | pg13 © Jigsaw Academy
Analytic Tools
Hadoop is a Sought after Skill and Analysts who Have Expertise in SAS, R
and Hadoop Command the Highest Salaries
Key Takeaways
Ÿ Earlier, companies were using any one tool, SAS being the most common. Consequently those
with expertise in SAS commanded the highest salaries. Today R is gaining popularity and
companies are increasingly using a combination of SAS and R tools. This means higher salaries
for those with SAS and R skills.
Ÿ Hadoop is also gaining momentum and has become a sought after skill.
Ÿ There is almost a 10- 20% premium in salary for those who know SAS, R and Hadoop.
9.4
10.1
10.8
11.2
11.6
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Big Data
A note on
Though many say Big Data is just hype, the reality is that companies are investing big
time in Big Data initiatives and are willing to pay big bucks for the right talent. As an
article in the Wall Street Journal states, in fifteen years , those with no quant or data
skills risk being laid off.
In India, Big Data is just about picking up. Companies especially in the finance, retail
and e commerce sectors are relying more heavily on big data to make decisions that
impact their sales, operations and workforce. There is such a dearth of Big Data talent
that these companies are willing to pay high salaries for the right skill set.
The key characteristics of the Big Data Industry in India are:
Ÿ Bangalore, Hyderabad and Pune are the hubs for Big Data in India and have the
most number of open Big Data jobs.
Ÿ Average salaries for Big Data professionals with Hadoop skills is Rs 13 hundred
thousand per annum.
Ÿ Most Big Data professionals are skilled in Hadoop and R, followed closely by
Hadoop and SAS.
Ÿ A combination of Hadoop and Tab skills is also increasingly in demand.
Ÿ Companies don’t have the capability to train people with these skills and so expect
newrecruits to come trained.
A Note on Big Data | pg14 © Jigsaw Academy
Get Familiar With Big Data Now,
or Face 'Permanent Pink Slip.
— Wall Street Journal, April 2014
Big Data Skills
Big Data Skills | pg15 © Jigsaw Academy
If you are wondering about taking a leap into the Big Data world, then you might also be wondering
about which skills in particular you need in order to get your foot in the door. A Big Data Scientist
would need a combination of:
Ÿ Technical programming skills
Ÿ Analytics skills, and hands on experience with Analytical tools
Ÿ Expertise on modeling techniques and econometrics
Ÿ Excellent presentation and communication skills
Ÿ Business Skills
Technical Skills
The most common languages used in Big Data Applications and hence the languages you need to
build expertise in, are Java, Python, C#, and R. These implement MapReduce queries on big
databases such as Hadoop, HBase, Cassandra, and MongoDB. However it is worthy to note that
today there seems to be a more significant growth in Hadoop, R and MongoDB and so it may be a
good idea to begin by learning these first.
The other emerging technologies are Windows Azure, IBM PureData, Oracle Big Data Appliance and
HPCC, Pivotal, Sap HANA, Google BigQuery, SAS, Tableau, MariaDB, Pentaho, Jaspersoft, and Talend,
so keep them on your radar as well., Tableau, MariaDB, Pentaho, Jaspersoft, and Talend, so keep
them on your radar as well.
Big Data Skills
Big Data Skills | pg16 © Jigsaw Academy
Analytics and Business Skills
While technical skills are a very important component of Big Data Analytics, equally important are
your analytic and business skills. To grow in your Big Data role you need to be able to define
profitable business objectives and put the analysis in a perspective that will help enable your
organizations to well leverage the analysis.
Analytics includes actually working with the outputs and coming up with high end
recommendations and insights to aid business growth. You can be involved in descriptive,
predictive or prescriptive analytics, which in essence talks about how to churn outputs using great
technologies into actionable insights at various stages of analysis. Essentially, a combination of
analytics and technology are the means to achieve the goal of business development and
profitability.
Presentation Skills
Presentation skills are also very crucial skills for Big Data professionals. They need to creatively
present results using sophisticated Data Visualizations which present high end business solutions in
a crisp and concise manner. Termed as soft skills, an ideal candidate needs not only to be able to
communicate and deliver information effectively but they also need to comprehend things well and
listen to the client, so as to really understand the business problem to begin with.
Realistically speaking it is not often that organizations can find suitable candidates that possess all
these skills. The truth of the matter is that the industry is still nascent, and trained professionals are
hard to find. Several companies look for people with some of these skills and then invest in training
them on the other skills needed. Today several institutes like Jigsaw Academy have courses and
certifications in Big Data, where you can get trained in the big data skills in demand. Take a look at
the course details here.
An interview
Bhoopathi Rapolu is a Big Data Strategist and is currently Practice Head –
Analytics at With degrees from Osmania University and Infotech Enterprises.
IIT, Kharagpur, Bhoopathi has a real passion for Big Data, as is demonstrated
not only through his work, but also through his very interesting and blog
numerous speaking engagements. Bhoopathi loves using technology to
address business problems.
It has always been Jigsaw Academy's quest to share the experiences and
knowledge of data analytics and Big Data experts with all those interested in
the field. Team Jigsaw sat down with Bhoopathi to talk about the amazing
world of Big Data and how he believes it is transforming and will continue to
transform the world in remarkable ways. Below are snippets from the
conversation.
An Interview with Bhoopati Rapolu | pg17 © Jigsaw Academy
with Bhoopathi Rapolu, Big Data Strategist
People are continuously
innovating and beginning to look
at the real world applications
and benefits of big data.

An interview
with Bhoopathi Rapolu, Big Data Strategist
Everyone is talking about Big Data, defining it as the new big thing, yet no one has
a complete understanding of what this term really means. What is Big Data?
We are all very familiar with data processing, analytics, and data development. This is a three to
four decade old industry. But there are certain data sets that cannot always be processed using
traditional IT tools because of constraints such as file size, variety of data formats, time available to
process it, and ease of data generation. Newer challenges are constantly cropping up. And in
return, there are new tools to counter these, and hence the new name.
Primarily, the data was always there but these new attributes such as size, format, and speed have
led to the ultimate technology theme that we like to call Big Data.
What are the top 3 advantages of Big Data, according to you?
It helps you understand the customer. I would say this is one of the biggest advantages of Big Data.
Companies always want to understand customer likes and patterns and profile them to an
individual level. Now they have voluminous data — customer preferences, income level, sex, etc —
to help them target initiatives, products, and offerings to specific groups who have a need for them.
The process has been found to have a relatively higher acceptance level when compared to a
generic advertisement. This targeted marketing has come into play due to Big Data.
This is closely followed by Big Data's ability to optimize business processes. Most of a company's
processes are recorded and automated and Big Data helps us collect attributes such as when a
particular activity was started, how long it has taken, its approvers, and where it is stuck. This
information makes it easier to look at the operational gaps and identify pockets of improvement.
And finally, monitoring and controlling the health of humans and machines, the latter being my
area of focus. Subsequently, this data also helps us predict conditions that could become a hurdle
in the future and tackle them at a preliminary stage.
Big Data is an elegant solution that enhances our understanding of the world and we are only just
beginning to appreciate it. It is the telescope of the 21st century.
An Interview with Bhoopati Rapolu | pg18 © Jigsaw Academy
An interview
with Bhoopathi Rapolu, Big Data Strategist
An Interview with Bhoopati Rapolu | pg19 © Jigsaw Academy
So what is the future of Big Data?
We are already witnessing the benefits of Big Data solutions whether it's through social media, large
scale e-commerce sites such as Amazon, or detecting financial initiations like frauds. This is the
beginning. Recently a survey by Microsoft's estimated that about two thirds of the companies
surveyed are sitting on about 100 terabytes of data today. Cumulatively, we are talking about
hundereds of exabytes of data — it is going to scale even higher and so will the benefits. Five years
from now what we perceive as Big Data will be completely different. We still don't know what Big Data
can do because that is being redefined every day.
This subject has a vast spectrum of uses in almost every setup. But today a lot of technological
evolution and innovation stems from smaller companies. Newer companies are entering the market
and shining. And Bangalore is one of those centers of innovation with so many start ups setting up
shop here. Big Data is here to stay, irrespective of the size or value of the company.
So when companies hire big data analysts, what is it they look for?
When companies including mine hire junior level solution developers, we look for a general
understanding of analytics with knowledge in java programming. This makes it easier to train them in
hadoop-based programming. For senior level technical roles, we look for a strong technical
background and professional knowledge of programming languages. It is only for business analyst
roles that I look for people with a Big Data mindset.
How do you evaluate this mindset in an interview?
I give them sample problems to see if they can think on their feet and come up with real world
solutions. It's all about the application of Big Data technologies and I have a great passion towards
helping people transition into this role with ease because there are massive opportunities in the
market today for people who are clever enough to take these up. It's a win-win situation for everyone
involved in this process. But people have inhibitions about the transition because after spending
years on the technical side, they question their ability to succeed in such a role due to their lack of
experience. In reality, no one has ten years of experience in big data. You just need to know how
to approach it and this is what we look for in an interview.
Any predictions on the growth of Big Data talent and salaries this year?
There has been a rise in recruitment in comparison to the previous year. When compared to
traditional IT skills, possessing Big Data skills automatically puts you in a higher salary bracket.
But in terms of sectorial growth, financial and retail services have only just started getting
established benefits by using Big Data more and more. The operational side of telecom and
transportation will also start adapting it a lot more as will every other industry such as oil and gas
and mining.
Before we leave, one Big Data technology you look forward to.
Database technologies are an area where a lot of radical innovation is taking place. A couple of
niche companies from the silicon valley are coming up with technology which is just as good if
not better than what the biggies in the market are offering, at a much more competitive rate. So
this is something I look forward to: the replacement of the traditional databases with new-age
ones. It's going to change the face of every business as we know it.
An interview
with Bhoopathi Rapolu, Big Data Strategist
An Interview with Bhoopati Rapolu | pg20 © Jigsaw Academy
Conclusion
Conclusion | pg21 © Jigsaw Academy
The data analytics industry is fired up. As the year continues we will see a lot more data analytics
start ups raise huge sums of money, big corporates will consolidate their data operations and
multinationals will set up more data centers in India, many of them joining hands with local
partners. The analytics job market will be more potent than it ever was, and there will be
unparalleled opportunities for those with analytic skills. Salaries will continue to increase and we
will see professionals from other sectors honing their analytics skills and switching careers. The
scope of analytics will so permeate India Inc., that 15 years from now, we predict that those
professionals with no analytics and big data skills will have no scope for growth. This seems
harsh, but that is how dynamic data analytics is and how pivotal data backed decision making will
become.
As the year continues we
will see a lot more data
analytics start ups raise
huge sums of money.

Key Data Sources | pg22 © Jigsaw Academy
In putting together this report, we used a number of resources namely:
Ÿ Data shared by Bhasker Gupta, Analytics India Magazine
Ÿ Data gathered by Jigsaw Academy through its student and professional network
Ÿ Survey conducted by Jigsaw Academy
Ÿ Intelligence gained through numerous interactions with analytics experts and HR Professionals.
Ÿ Data from online job portals
Key Data Sources
About
About Jigsaw Academy | pg23 © Jigsaw Academy
Jigsaw Academy, the online school of analytics, was founded in 2010 to provide quality training in the
field of analytics and big data. Jigsaw's founders have over 20 years of combined experience in analytics
and consulting across multiple industry verticals, having served with reputed companies both in India
and the US.
Jigsaw Academy has trained over 5000 students across 20+ countries in the last 4 years. Their award-
winning courses are well acknowledged in the industry and Jigsaw is the approved analytics training
partner for various large organizations including Accenture, Infosys and Genpact.
Jigsaw Academy
www.jigsawacademy.com
www.analyticstraining.com
www.jigsawacademy.com/faqs
[email protected]
+91 98805 44099, 90080 17000

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