The term big data is used in the business and tech world pretty frequently. In a nutshell, it’s the process of taking very large sets of complex data from multiple channels and analyzing it to find patterns and problems, all with the goal of gaining actionable insights. Big data is very valuable, but also a lot to handle for traditional software — which is where professionals come in to unravel it all.
A number of companies have emerged to provide ways to wrangle huge datasets and understand the relevant information within them. Some offer powerful data analysis tools, while others aggregate and organize datasets into charts, graphs and other data visualization formats.
The following companies all work with big data in some way, enabling other organizations to make better sense of their businesses and take new steps toward problem-solving.
Big Data Companies to Know
Location: New York, New York
Global analytics platform Sisense uses AI and machine learning to deliver insights that drive big business decisions. Its interface allows clients to build, use and embed their own customized dashboards. Founded in Israel in 2004, Sisense is helping companies from start-ups to some of the world’s largest businesses build analytics into their applications, and convert data into revenue.
Location: Boston, Massachusetts
Jellyfish works to provide companies with full visibility into their engineering organizations. The company works to transform how the impact of software engineering on businesses is perceived. Its solution uses contextual business data to show companies the work their engineering department is doing and how it operates, enabling leaders to determine the best way to allocate their engineering resources.
Location: Marina del Rey, California
System1 offers an omnichannel digital marketing platform that enables brands to acquire customers at scale. Its technology leverages AI and machine learning to monetize internet traffic for advertisers through responsive acquisition marketing. This process works to ensure relevant ads reach consumers at optimal times. System1’s publishing websites reach 120 million consumers every month.
Location: Fully Remote
Arity works to bring greater safety and efficiency to the transportation industry by using data and analytics to build solutions with applications for auto insurance providers, marketers, public sector entities and mobile app developers. For example, its crash detection solution relies on proprietary algorithms to enable mobile apps to detect vehicle collisions so that emergency services can quickly be notified to respond and app users can be connected to other helpful resources.
Location: Fully Remote
Sensor Tower is an app intelligence company, and one of the better-known names in big data, generating reliable insights into global digital market trends. Using both human data scientists and proprietary algorithms to process data from millions of sources, it offers user acquisition strategies, app store optimization, competitive analysis and app-specific data in the brand, gaming, finance, adtech and marketing spaces. The company also boasts a range of intelligence products.
Location: Palo Alto, California
VMware provides cloud infrastructure and digital transformation technology. The company’s services span industries like education, finance, healthcare, manufacturing and retail to support both business and technological needs.
Location: San Francisco, California
New Relic is an application performance monitoring solution delivered as a SaaS product. With full-stack visibility, the solution helps developers, IT teams and companies analyze large quantities of data and unravel insights in real-time.
Location: New York, New York
ActionIQ’s mission is to help enterprise brands design hyper-segmented audiences and orchestrate experiences at scale to increase revenue across the customer lifecycle. Employees are expected to work in the office three days per week, but the company offers eight weeks each year for employees to work remotely from wherever they’d like.
Location: New York, New York
Applecart is helping companies target and influence consumers through interpersonal relationships. The company developed a Social Graph Platform that reviews public information worldwide to discover connections between people. From there, businesses can establish custom advertising groups and tailor their message to each group individually.
Location: Atlanta, Georgia
Ampersand is a data-driven TV advertising, sales and technology company that provides advertisers with audience-first planning, scalable execution and advanced measurement of their investments. By leveraging extensive viewership data, Ampersand helps advertisers target precise audience segments and evaluate campaign effectiveness, answering critical questions about reach and outcomes. The company also aims to simplify the process of planning, buying and measuring data-driven multi-screen television advertising at scale.
Location: Chicago, Illinois
Advertising services company Attain wants to ensure the sharing and use of consumer data is fair and effective. The company developed an opt-in consumer purchase platform that provides marketers with real-time measurement and optimization solutions as well as insights to help them gain and retain customers. In exchange for providing their data for research, consumers can access savings tools and shopping rewards.
Location: New York, New York
Garner Health offers a data-powered doctor search tool that allows users to connect with providers. The app provides a list of local doctors based on the medical needs that users input. It offers the patient details that include appointment availability and reviews. The company can give its users metrics to show how accurately doctors have previously diagnosed and treated their patients. It can do this based on analyses it has conducted on medical claims and patient records.
Location: San Francisco, California
Salesforce is one of the most well-known CRMs. The powerful tool lets companies log, manage and analyze customer data, information and activity. The platform is accessible from any location and helps sales and marketing teams integrate across apps and devices to ensure all crucial customer data is in one place.
Location: Mountain View, California
For the last two decades Google has evolved and exponentially grown from the search engine we all know and use to the multinational company it is today. With dozens of products and services, Google keeps immense amounts of information and data organized and accessible to its users. Additionally, the search giant has used big data, artificial intelligence and machine learning to improve existing products and propel innovation.
Location: Palo Alto, California
SAP’s data management suite operates across the cloud, enabling free movement between data systems and applications, while providing a unified view of data for enhanced monitoring and analytics.
Location: Fully Remote
Prefect is hoping to be the new standard for dataflow automation. The cloud-native platform delivers confidence to data engineers and data scientists through its collaboration hub, privacy assurance, deploying data with no configuration and visibility features. Additionally, professionals can operate continuous workflows, event-based workflows, versioning and more.
Location: Cambridge, Massachusetts
InterSystems is a leader in producing digital products that ties data together across the healthcare industry, as well as for life sciences, financial and governmental organizations. The company’s flagship product is its IRIS Data Platform, offering an intuitive method of building and deploying cloud-first applications with machine learning capabilities to close the gap between data and application silos and create better connectivity between providers, payers and patients.
Location: London, England
Genius Sports specializes in data analytics solutions for sports teams and leagues as well as brands looking to engage with fans. For example, the company offers an AI-powered video platform that supports analysis of gameplay performance. Genius Sports says it provides technology to customers and partners across more than 150 countries.
Location: Chicago, Illinois
Analytics8 is a business intelligence company that takes big data sets and develops strategy, management, analytics and governance solutions that make data usable for its clients. The company also offers modernization services that migrate data from legacy systems and initiate modern cloud-based collection and storage processes.
Location: Redwood Shores, California
Oracle is a computer technology company providing a variety of database products and solutions. The company’s cloud platform helps enterprises make data useful through visualizations, machine learning models and predictive analytics.
Location: Glendale, California
DISQO works with brands, publishers, agencies and market researchers to provide audience insights acquired through open sharing and transparency. The platform uses API integrations and managed services to track brand insights and customer behavioral data across the web, going beyond surveys and diving into key deciding factors that determine shopping and search habits across channels and demographics.
Location: Fully Remote
The supply chain industry remains a complex field, so Craft is bringing much-needed clarity to customers. Teams can leverage Craft’s supplier intelligence platform to research companies, survey market landscapes, and monitor their supply chain operations. Because Craft provides a bird’s-eye view of all the details, companies can make more informed decisions and protect their finances.
Location: Fully Remote
Monte Carlo Data is a data observability company with an end-to-end platform that is built to prevent, detect and resolve data downtime. It features metrics that assess and describe the health and quality of client companies’ data assets, bringing attention to areas of concern and rating their severity and urgency so that engineers can efficiently resolve them.
Location: San Francisco, California
Samsara offers a suite of IoT solutions for commercial fleet management. The company says it has over a million devices deployed to vehicles around the world and these devices send billions of data points to the Samsara Cloud each day. The company then processes trillions of video, image and time series data points each year to improve their offerings so customers can have the most up-to-date real-time information for fleet optimization and vehicle safety.
Location: Boston, Massachusetts
Klaviyo provides e-commerce companies with access to in-depth analytics that help them reach new audiences and significantly increase sales. The platform helps marketers unlock insights into building and scaling a brand, as well as for taking a brick-and-mortar store online, featuring segmented customer data and a vast amount of integrations to ensure Klaviyo can boost businesses of all sizes in any industry.
Location: Los Angeles, California
Centerfield operates a customer acquisition and engagement platform that communicates with and discovers new insights about customers across both online and offline channels. The company relies on its data acquisition techniques to offer marketing and sales services that help brands of all kinds close deals more efficiently with their customers, with discovery, messaging, call center, e-commerce and tech services available helping close sales and discover insights that lead to better leads.
Location: Fully Remote
Argyle is giving employees and trusted parties increased access to employee information to create faster transactions. Whenever employees need to verify their information or take care of financial issues, they can provide access through a digital platform simply by logging in to their employee account. Transferring money and checking info takes less time with the technology of Argyle.
Location: Armonk, New York
In addition to its myriad technology products and services, IBM supplies analytical solutions to help companies wrangle data effectively. The company’s focus for data is to ensure it is built on a solid foundation while making it simple and accessible with scaled insights. As one of the largest tech companies in the world, it’s no surprise IBM is creating big data solutions for its customers.
Location: Pasadena, California
Spokeo is a people search engine containing more than 12 billion records from thousands of data sources. The platform’s reports include photos, contact information, location history, social media accounts, family members, work information, court records and more. Spokeo aims to connect friends and families while also helping companies prevent fraud and verify identities.
Location: Chicago, Illinois
Kalderos, an enterprise technology developer, partners with healthcare providers, drug manufacturers, payers and government agencies to provide drug discounts in the U.S. healthcare system. The data infrastructure and analytics company uses big data and technology to help healthcare stakeholders collaborate with increased transparency.
Location: New York, New York
Enigma provides corporate intelligence in the form of data on small- and medium-sized businesses. This information, which includes firmographic, identity and financial wellbeing data, can be hard to come by but crucial to know in business dealings. Enigma supplies data to its clients to serve them in risk monitoring, marketing and sales, onboarding and other internal operations.
Location: Boston, Massachusetts
Starburst Data allows organizations to access distributed data capabilities by providing them with a platform that offers a single point of access to all company data. The platform features an ultra-fast SQL-based MPP query engine built on Trino to provide teams with a query tool that is separate from the platform’s data warehousing system, perfect for data scientists, analysts, marketers and finance teams at companies of all sizes.
Location: Fully Remote
Arcadia is a healthtech company offering a cloud-based data platform that’s meant to drive better patient experiences and outcomes. Its analytics capabilities deliver insights at the right time to improve care quality in a way that can help to cut down on risks and costs. The company’s technology covers a variety of use cases, including care management, patient engagement, healthcare IT, health equity and patient retention.
Location: Irvine, California
Alteryx is an analytics platform offering end-to-end solutions for both data scientists and business analysts. The technology lets multiple teams work together to find solutions within their data. Alteryx partners with developers, analytics experts and the leading systems integrators to train and support its customers, achieving better business outcomes.
Location: Boston, Massachusetts
More than 350 brands representing industries ranging from financial services to media and publishing use BlueConic’s customer data platform to provide them with actionable insights based on consented first-party data. Its customizable solutions serve marketing, data science and other growth-focused teams from companies such as Heineken, Hearst, Mattel and Franklin Sports.
Location: Chicago, Illinois
FourKites provides a real-time supply chain visibility platform that helps organizations transform entire supply chains by focusing on the details that matter most. From real-time transportation visibility to yard and appointment management, inbound freight visibility and dynamic oceanic visibility, FourKites improves inventory management and planning while improving yard efficiency and OTIF compliance.
Location: Fully Remote
DataGrail is a privacy platform that simplifies, automates and scales data privacy programs. With the integration of over a thousand apps, the company organizes data from across the apps into features like a live data map. Additionally, DataGrail monitors risk factors and eliminates any errors in manual processes.
Location: Denver, Colorado
Lighthouse (formerly OTA Insight) is a cloud-based intelligence platform that works with hotel partners. The company aims to help partners understand real-time data that can be leveraged into actionable decisions regarding marketing, distribution and revenue. The data provided includes past, present and future analytics using datasets.
Location: Palo Alto, California
Cloudera supplies a cloud platform for analytics and machine learning built by people from leading companies like Google, Yahoo!, Facebook and Oracle. The technology gives companies a comprehensive view of its data in one place, providing clearer insights and better protection.
Location: Westlake Village, California
PureSpectrum is an end-to-end market research and insights platform that leverages automated survey creation to help researchers gather consumer insights and monitor behaviors. Its platform provides real-time data on consumer research trends, offering instant access to analytics and results. Brands like Intuit, Office Depot and Tide use PureSpectrum’s tools to discover quality samples, manage projects and make informed business decisions.
Location: New York, New York
AnthologyAI serves as a two-sided data marketplace. Its mobile app allows consumers to securely control and monetize AnthologyAI’s access to their personal data. The company offers businesses a suite of products and solutions that gives them access to its intelligent Knowledge Graph, which is a compilation of consumer behavioral data gathered with the explicit consent of AnthologyAI users.
Location: Northbrook, Illinois
Mu Sigma is a leading provider of analytical solutions around the world. Its software lets companies scale problem solving and decision making through a virtual chain of mapping, analytics execution and operationalization.
Location: Austin, Texas
Tableau makes solutions that help people understand their data through visualization, analysis and sharing across devices. With interactive and organized dashboards, Tableau enables easy collaboration and provides the analytical insights needed to answer questions and make decisions.
Location: San Francisco, California
Forge is a financial services company that provides liquidity solutions, data, insights and a marketplace for private market companies. The company’s platform lets employees sell private shares and lets employers reward shareholders with pre-IPO liquidity. Additionally, investors can participate in private growth. Forge works to power a private market that is transparent, accessible and seamless for everyone involved.
Location: Oakland, California
Fivetran automates data integration, from source to destination, for a more efficient data analysis process. The platform comes loaded with features like ready-to-query schemas, SQL-based transformations, incremental batch updates and pre-built connectors, that help to save data teams valuable time and resources. Optimizely, Square and DocuSign are just a few of the major companies that use Fivetran to automate and manage their big data integrations.
