Big Data & Cloud Computing: The Roles & Relationships

Big Data & Cloud Computing: The Roles & Relationships

published on
Jul 2, 2024
4 Min REad
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With the world becoming increasingly tech-driven, the importance of making the right career choice cannot be overstated. As a young graduate or a young professional, two fascinating fields worth considering are cloud computing and big data. Both offer exciting career opportunities, high salaries, and tremendous growth potential.

This article aims to provide you with an overview of cloud computing vs. big data and their respective career paths. We will also discuss salary potential and industry growth projections, so you can make an informed decision about your future career path.

 

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Cloud Computing vs. Big Data: An Overview

Cloud computing and big data are two of the hottest buzzwords in the tech world today.

Cloud computing refers to the delivery of on-demand computing services, including servers, storage, databases, networking, software, analytics, and intelligence, over the internet ("the cloud").

Big data refers to large volumes of structured and unstructured data that inundate a business on a day-to-day basis. This data can be analysed for insights that lead to better decisions and strategic business moves.

 

Cloud Computing vs. Big Data: Advantages

Cloud computing is popular across various industries due to its flexibility and scalability. It offers companies the freedom to store their data off-site without worrying about infrastructure management. Additionally, it provides organisations with access to high-end technologies like artificial intelligence (AI) and machine learning (ML) at an affordable cost.

Big data is an essential component in decision-making processes across various domains like healthcare, e-commerce, finance, etc., where companies use analytics tools to extract valuable insights from large datasets. These insights help businesses make informed decisions.

The table below shows some differences between cloud computing and big data:

Concept

Cloud Computing

Big Data

Definition

Delivery of on-demand computing services over the internet

Large volumes of structured/unstructured data

Infrastructure

Manages IT infrastructure for companies

Stores large datasets

Tools

Offers tools like AI/ML

Offers database management systems like Hadoop

Application

Right fit for small-scale companies

Right fit for companies with high-volume transactions

Challenges

Issues related to security

Requires efficient storage solutions

Cloud Computing vs. Big Data: Career Paths

Cloud computing and big data offer plenty of career opportunities across various industries. With a range of technical roles available at different levels of expertise, these fields are highly lucrative for fresh graduates and young professionals.

In cloud computing, some popular job roles include:

  • Cloud Architect
  • DevOps Engineer
  • Cloud Solutions Specialist
  • Network Administrator

Big Data also offers a wide range of job roles, such as:

  • Big Data Analyst
  • Database Administrator
  • Hadoop Developer
  • Business Intelligence Analyst

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Cloud Computing vs. Big Data: Salary Potential

Salary potential is a crucial factor when it comes to choosing a career path.

In cloud computing, certain job roles like cloud solutions specialist, cloud architect, and network administrator can earn an average salary of ₹8-15 lakhs per annum.

In contrast, big data-related jobs like database administrators, big data analysts, and Hadoop developers can earn an average salary of ₹7-14 lakhs per annum.

The table below shows some industries hiring cloud computing and big data professionals:

Industry

Cloud Computing

Big Data

IT/ITES

Mostly hire cloud architects and solutions specialists

Mostly hire big data analysts

BFSI

Hire cloud solutions specialists and DevOps engineers

Use big data for fraud detection

E-commerce

Hire cloud architects and DevOps Engineers

Use big data to study customer behaviour

Retail

Use the cloud for inventory management

Analyse customer buying patterns using big data

Healthcare

Migrate patient records to the cloud

Use big data for medical research

Education and Certification Options

If you're looking to specialise in either cloud computing or big data, there are numerous undergraduate and graduate degree programmes and certification courses available.

Cloud Computing

To gain expertise in cloud-related fields such as cloud architecture, cloud development, and cloud solutions, individuals can pursue undergraduate and graduate degree programmes or certification courses. The fees for most certification courses vary between ₹20,000 to ₹1 lakh with a duration ranging from one to six months.

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Big Data

To specialise in big data-related fields such as big data analytics, machine learning algorithms, and Hadoop development, individuals can pursue undergraduate and graduate degree programmes or certification courses. The fees for most certification courses vary between ₹25,000 to ₹3 lakhs, with a duration ranging from one to six months.

 

Cloud Computing vs. Big Data: Upskilling Opportunities

Continuous upskilling is an essential aspect of both cloud computing and big data. It can help professionals keep pace with constantly evolving technologies and remain relevant in their fields.

Some popular certification courses in cloud computing include AWS Certified Solutions Architect Professional and DevOps Engineer Professional. For big data enthusiasts, Cloudera Data Analyst Certification and Hortonworks Hadoop Developer Certification are popular choices.

 

Cloud Computing vs. Big Data: Industry Growth

According to a report by NASSCOM, the Indian cloud market is estimated to grow tenfold by 2025, with a compound annual growth rate (CAGR) of 30 percent. The global public cloud market is expected to reach $623.3 billion by 2023.

Similarly, the big data market is also expected to grow significantly, and the Indian analytics market is projected to reach $3.03 billion by 2022. The worldwide big data analytics market size is expected to reach $103 billion by 2027, with a CAGR of 13.2%.

 

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Choosing Between Cloud Computing vs. Big Data

Both cloud computing and big data offer promising career options with high salary potential in various industries. You should choose your career path based on your interests and skill sets.

At WIZR, we understand that making a career choice can be overwhelming. That's why we offer expert guidance to help you achieve your career goals. Reach out to us today to learn more!

 

FAQs

1. Which is more cost-effective: big data or cloud computing?

Both have different cost structures since the focus of big data is on analysing large volumes of complex information, while cloud computing focuses on delivering scalable solutions at lower costs. However, both fields have cost-effective options available for businesses.

2. Are cloud computing and big data interdependent?

Yes, they are interdependent, as cloud infrastructure plays a crucial role in managing and analysing vast amounts of data efficiently

3. Are degrees mandatory to pursue cloud computing or big data?

No, degrees are not mandatory, but relevant certifications and specialisations can increase your employability in both fields.

4. Which industry pays the highest for big data professionals?

Big data professionals receive high salaries across various industries such as finance, healthcare, e-commerce, and technology, with experienced professionals earning up to ₹1 crore per annum.

5. Does WIZR provide financial assistance to pursue courses in cloud computing or big data?

Yes, WIZR provides financial assistance to young professionals looking to pursue upskilling or certification programmes in both cloud computing and big data.

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