New technologies arise every day. Even if you’re working in a data-heavy field, it’s easy to miss the latest innovations. But the world won’t stay static forever. The rate of change is increasing and new technologies are emerging at an unprecedented pace. These new innovations are known as ‘big data’.

Big data is a blanket term for the rapid expansion of digital information and its storage on various networked devices. The explosion of connected users, devices, sensors, and machines has created a surplus of raw data that is too large for traditional databases to handle efficiently.

This article will explore 10 big data companies that you need to know about – and why you need them – if you want to keep up with changing tech trends.

What is Big Data?

Big data is a blanket term for the rapid expansion of digital information and its storage on various networked devices. The explosion of connected users, devices, sensors, and machines has created a surplus of raw data that is too large for traditional databases to handle efficiently. A large amount of data that needs to be analyzed using non-traditional methods is what we call big data. Big data is more than just a buzzword. In fact, it’s a $122 billion industry and growing. The demand for data analysts is also on the rise, but many companies still can’t find enough qualified candidates. This is largely due to the fact that many people still aren’t familiar with what exactly “big data” is and what it entails. In order to succeed in this new data-driven economy, everyone needs to be up to speed on this ever-expanding field.

List of 10 Most Promising Top Big Data Companies

Check the below list of most promising contenders in the Big Data industry that helps businesses adopt data analytics in the right way:

  • Indium Software
  • InData Labs
  • Oxagile
  • Exaud
  • Amazon
  • Microsoft
  • Snowflake
  • HPE
  • Sigma Data Systems

Indium Software

Indium Software is a leading provider of Digital Engineering solutions with deep expertise in Application Engineering, Cloud Engineering, Data and Analytics, DevOps, Digital Assurance and Gaming.

Indium’s key differentiators are its specialization in Low Code Development, Ai-driven Text Analytics and Partnerships with tech companies such as Mendix, AWS, Denodo and Striim.

Indium has a global presence with key focus in the US, UK, APAC and India with around 2000+ associates and clients ranging from leading ISVs to large enterprises. Industry advocates namely Forbes, Dun & Bradstreet, Clutch have recognized us as a Trusted Digital Engineering partner for Innovative Startups & Visionary Enterprises.

At Indium, we believe in continuous learning from the world around us that helps us perform better and stay ahead in the game. We practice an open work culture, where every Indiumite is encouraged to share knowledge, learn, and grow.

InData Labs

InData Labs is a top Big Data and AI technology company. Since 2014, the company has been developing AI-powered solutions and has a proven track record of projects for various industries. InData Labs specializes in AI-powered software development, Big Data, and data science project consulting and development.

Big Data Transformation Services include:

  1. Architecture Analysis: Understanding of business needs based on which proposing plans for improvements and automation.
  2. Big Data Pipelines: Preparing data and building event-based infrastructure when data requires immediate processing.
  3. Architecture Improvement: Implementing best practices and automation processes into the existing infrastructure.
  4. Data Analysis and Visualization: Preparing and visualizing reports customized for specific clients’ needs.


Oxagile is a full-fledged software development provider with a focus on big data. The company’s expertise covers data engineering, data analysis and visualization (ML analytics, BI dashboarding), as well as data and pipeline migration.

Oxagile assists at every stage of the development process, from consulting to solution design to implementation, helping medium and large enterprises, as well as product start-ups, solve their big data needs.

The company has the right knowledge and skills to solve challenges around scalability, efficiency, data system reliability, security, big data tool selection, data clustering and parallel processing, TCO optimization, and more. Among Oxagile’s tech arsenal are gold-standard open-source tools and up-to-date cloud data services by GCP, AWS, Snowflake, etc.


Exaud is an established software development and technical consultancy company providing custom software solutions. We have a rich heritage of creating innovative software products and providing development services to Fortune 500 companies, large enterprises and medium-sized firms.

We have been in business for 10+ years and we’ve successfully helped worldwide companies achieve their vision of digital innovation. Samsung, Facebook, Google, Blaupunkt and Presto are some of the names you’ll be able to find on our portfolio. Exaud has also a strong presence in the automotive industry and our software solutions have been deployed on vehicles by major international brands such as Audi, Ford, Nissan and Peugeot-Citroën, among others.

Our expertise is built on our experience in different sectors, such as Automotive and Manufacturing, Media and Digital Education, Healthcare and Life Sciences, Software and Hi-Tech and Retail & Logistics.


Amazon Web Services offers an array of Big Data products, the main one being the Hadoop-based Elastic MapReduce (EMR), plus Athena for basic database analytics, Kinesis and Storm for real-time analytics, and a number of databases, including DynamoDB Big Data database, Redshift, and NoSQL.

Naturally, AWS benefits greatly in the data market from its overwhelming cloud presence. Many clients turn to their existing cloud provider to purchase Big Data services, which create an enormous natural funnel for AWS.


It is US-based Software and Programming Company, founded in 1975 with headquarters in Washington. As per Forbes list, it has a Market Capitalization of $507.5 billion and $85.27 billion of sales. It currently employed around 114,000 employees across the globe.

Microsoft’s Big Data strategy is wide and growing fast. This strategy includes a partnership with Hortonworks which is a Big Data startup. This partnership provides HDInsight tool for analyzing structured and unstructured data on Hortonworks data platform (HDP)

Recently Microsoft has acquired Revolution Analytics which is a Big Data Analytics platform written in “R” programming language. This language used for building Big Data apps that do not require a skill of Data Scientist.


Truly a cloud-native company, Snowflake offers a cloud-based data platform that features a cloud data lake and a data warehouse as a service. In essence it’s a platform that leverages the best of Big Data and cloud in combination, enabling users to mine vast quantities of data using the cloud. Founded in 2012, it runs on Microsoft Azure, AWS and Google Cloud. Among its most important features, the company’s Data Exchange helps companies share data in a secure environment. A star of the data community, Snowflake went public in September 2020.


Among HPE’s data offerings is HPE Greenlake for Big Data. Designed as an as-a-service solution, Greenlake’s goal is to offer faster data mining by lowering the challenges and costs for the Hadoop platform, among other advantages. It does this by offering software-hardware combinations for in-house installation, along with tools to monitor and manage data activity.

HPE has a number of hardware products, including HPE Moonshot, the ultra-converged workload servers, and the HPE Apollo 4000 purpose-built server for Big Data, analytics and object storage. HPE ConvergedSystem is designed for SAP HANA workloads, and HPE 3PAR StoreServ 20000 stores analyzed data, addressing existing workload demands and future growth. HPE also has HAVEn, a Big Data platform available on-demand focused on machine learning.


SPEC INDIA is an ISO/IEC 27001:2013 company with 30+ years of established experience. We specialize in Custom Software Development, Web & Mobile App Development, BI & Analytics Solutions, Automation & Security Testing, Legacy Software Migration, Product Engineering, and IoT Solutions.

SPEC INDIA has a team of 300+ Consultants, who are committed to delivering Quality Solutions to Global Customers. Our Extended Development Centers and Innovative Onshore/Offshore Models help us service Fortune 500 companies, SME’s and Startups globally.

In our 30 years journey, we have acquired Domain Expertise across Industry Verticals like Retail & FMCG, Sales & Distribution, Manufacturing, Healthcare, Shipping & Logistic, Energy & Utilities, and Real Estate. SPEC’s Vibrant team understands the Global Culture and our Customer-First Approach ensures utmost customer satisfaction.

Sigma Data Systems

Sigma understands the criticality of each piece of data in today’s world and in the next generation. Sigma was born to give its expertise in the world of Big Data! It has pre-define workshop patterns to understand the problem based on this it provides unique solutions to every customer using various tools and frameworks.