Big data is digitally transforming and empowering businesses with data to make right decisions. As consumers, we are constantly generating data through smartphones, wearable, and voice assistants. This machine-generated data can be used by marketers and business owners for business intelligence strategies of their own companies or make solutions that can help companies extract insights from the flood of data. While the tech world is fully embracing big data and data analytics, jobs in this field have become lucrative and several big data companies are gaining popularity in the tech space for their innovations.

If you are aiming to change jobs and land up in one of the best big data companies, here's a list of the top big data companies where you can work to build your professional life and grow in your personal life as well.

1. Dataiku

Glassdoor rating – 4.9 out of 5

Dataiku is the platform that believes in democratizing access to data and enabling enterprises to build their own path to AI with a human-centric approach. The company combines machine learning and data solutions for teams who want to deliver advanced analytics using the latest big data techniques. Spread across the world with 10 offices, Dataiku has won America's Best Startup Employers in 2020 by Forbes, along with the Inc.2020 Best Workplaces award.

2. Couchbase

Glassdoor rating – 4.8 out of 5

Couchbase provides a modern cloud database with capabilities required for critical business applications in a highly scalable form. Built on open standards, Couchbase combines the best of NoSQL with the power and ease of SQL to simplify the transition from mainframe and relational databases. Trusted by companies like Cisco, eBay, LinkedIn, PayPal, Tesco, Marriott, and Verizon, Couchbase has won the 2021 Bay Area Best Places to Work award, CRN 2020 Products of the Year Big Data: Revenue and Profit award, along with Deloitte 2020 Technology Fast 500 amongst many other accolades.

3. Matillion

Glassdoor rating – 4.7 out of 5

Founded in 2011, Matillion provides complete data integration and transformation solutions which are built specifically for the cloud and cloud data warehouses like Snowflake, Amazon, Redshift, Google BigQuery, and Microsoft Azure Synapse. Matillion has more than 170 employees and four offices in Denver, Manchester, New York, and Seattle where employees enjoy several diversity initiatives.

4. InfluxData

Glassdoor rating – 4.5 out of 5

Determined to help companies take advantage of all the data, InfluxData was developed to understand the data and build applications with it that will change the business world. With two of its solutions, InfluxDB, which specifically handles workloads that consist millions of data points and several data sources, and the powerful scripting and query engine Flux, is designed to transform time series data into information for real-time decisions, companies can build transformative IoT, analytics and monitoring applications quicker to deliver better insights.

5. Erwin

Glassdoor rating – 4.5 out of 5

Erwin's data modeling and data intelligence software has been put to use for global enterprises and government agencies for more than 30 years now. The company's solutions include enterprise architecture, business process modeling, and data governance to help customers discover, understand, govern, and socialize their data to avoid risks and get results.

6. Collibra

Glassdoor rating – 4.4 out of 5

Collibra facilitates trusted business outcomes by connecting the right data, insights, and algorithms for all its clients. The company leverages data intelligence to extract value out of data and turn it into a valuable business asset. Ranked #32 in Forbes' Top 100 private cloud companies ranking, named in the top 25 most valuable enterprise tech startups by Business Insider, and ranked #13 in Deloitte's list of fastest-growing tech companies, Collibra clientele includes big names like Lockheed Martin, DNB, Axa XL.

7. Talend

Glassdoor rating – 4.4 out of 5

Talend is a unique big data platform that unites data integration and governance to deliver only the trusted data to its clients. The company caters to various industries like finance, healthcare, government, retail, and telecommunications with its services like risk compliance, cloud data warehouses, data privacy and compliance, and cloud data lakes.

8. AtScale

Glassdoor rating – 4.3 out of 5

The leading provider of semantic layer software for modern business intelligence and data science teams, AtScale powers the analysis to help companies make million-dollar business decisions. AtScale's services like the Intelligence Data Virtualization platform provide Cloud OLAP, Autonomous Data Engineering, and a Universal Semantic Layer for businesses to make an accurate data-driven decision and business intelligence strategies.

9. Fivetran

Glassdoor rating – 4.2 out of 5

Fivetran is a big data company that offers unique solutions from an analyst's perspective. The company's services enable data-backed decision-making across all the company departments with ready-to-query data delivered to the cloud warehouses. Headquartered in Oakland, California, Fivetran has satellite offices in India, Ireland, Australia, UK, Germany, and Russia to provide seamless service and support to its clients.

10. ThoughtSpot

Glassdoor rating – 4.2 out of 5

With the mission to build a fact-driven world by empowering people with the ability to ask data questions, get data answers, and find insights anywhere, ThoughtSpot has solutions that can make data from tricky to easy. By using the power of AI, ThoughtSpot gives anyone the ability to uncover data-driven insights with a simple search. From C-suite executives to front-line employees, handling data through the solutions is easy and comprehensive. Big players like Walmart, Daimler, and Hulu use ThoughtSpot's solutions to transform their decision-making processes.