Big data analytics is reshaping how businesses understand and leverage information. Companies in this sector build tools for data management, analysis, and visualization. They assist clients from various industries in turning vast datasets into actionable insights. With the growing emphasis on data-driven decision-making, this industry is increasingly integrating innovations like artificial intelligence and machine learning. California, a tech hub, hosts numerous companies pushing boundaries with products catering to real-time analytics, predictive modeling, and data governance. As data volume increases, demand for advanced analytical solutions is set to grow, making this an exciting area for investment.

The companies featured in this listing span a range of sizes and expertise levels, with many headquartered in key tech cities like San Francisco and Santa Clara. Founded between 2007 and 2019, these organizations specialize in various facets of data analytics, from cloud-based solutions to AI-driven insights. With employee counts varying from small teams to extensive operations with thousands of staff, these firms cater to critical sectors such as finance, healthcare, retail, and technology. This mix illustrates the strong innovation culture present in California's analytics scene.

Read on for a detailed overview of California's top big data analytics companies.

Top 20 Big Data Analytics Companies in California

1. Cloudera

• Website: cloudera.com
• Ownership type: Corporate
• Headquarters: Santa Clara, California, United States (USA)
• Employee distribution: India 30%, United States (USA) 27%, Hungary 13%, Other 30%
• Latest funding: $5.3B, June 2021
• Founded year: 2008
• Headcount: 1001-5000
• LinkedIn: cloudera

Cloudera, Inc. is a data management and analytics company based in Santa Clara, California. Established in 2008, Cloudera specializes in providing a hybrid data platform that supports various data services, including machine learning, data engineering, and analytics. The company serves large enterprises across multiple sectors, such as financial services, healthcare, and telecommunications, helping them manage and analyze their data to extract valuable insights. Cloudera's innovative approach includes the development of an open data lakehouse architecture, which allows organizations to run analytics on both structured and unstructured data at scale. This flexibility is crucial for businesses aiming to make data-driven decisions. Cloudera has also received significant funding, with a reported amount of $5.3 billion in June 2021, underscoring its potential for growth and continued relevance in the data analytics industry.

2. GoodData

• Website: gooddata.com
• Ownership type: Venture Capital
• Headquarters: San Francisco, California, United States (USA)
• Latest funding: Other (Debt), $45.0M, July 2021
• Founded year: 2007
• Headcount: 201-500
• LinkedIn: gooddata

GoodData, founded in 2007 and based in San Francisco, California, is a software company that specializes in analytics and business intelligence solutions. The company provides a range of services, including AI-assisted analytics, embedded analytics, and data monetization, aimed at helping businesses streamline their data operations and enhance decision-making. GoodData operates primarily through a Software as a Service (SaaS) model, delivering its solutions via a cloud-based platform. The company serves various industries, such as e-commerce, financial services, and healthcare, showcasing its ability to cater to different market needs. With a workforce of approximately 328 employees, GoodData continues to innovate in the analytics space, making it a notable player in the industry. The company secured $45 million in funding in July 2021, reflecting strong investor interest and confidence in its growth trajectory.

3. Tiger Analytics

• Website: tigeranalytics.com
• Ownership type: Private
• Headquarters: Santa Clara, California, United States (USA)
• Employee distribution: India 88%, United States (USA) 8%, Canada 3%, Other 1%
• Founded year: 2011
• Headcount: 5001-10000
• LinkedIn: tiger-analytics

Tiger Analytics, based in Santa Clara, California, is an analytics consulting firm that specializes in AI-driven solutions for businesses across multiple sectors. Founded in 2011, the company has grown to employ over 5,800 professionals, with a significant portion of its workforce located in India. Tiger Analytics offers a range of services, including data strategy, AI engineering, and business intelligence, aimed at improving operational efficiency and decision-making for its clients. The firm has developed proprietary tools and frameworks, such as TigerML and Tiger DataSphere, to facilitate rapid deployment of machine learning models and enhance data operations. Tiger Analytics has garnered recognition in the industry, being ranked among the top firms for data scientists and receiving awards for its innovative AI strategies. Their client base spans various industries, including consumer packaged goods, insurance, healthcare, and technology, showcasing their adaptability and expertise in addressing complex business challenges.

4. Sigma

• Website: sigmacomputing.com
• Ownership type: Venture Capital
• Headquarters: San Francisco, California, United States (USA)
• Employee distribution: United States (USA) 91%, United Kingdom (UK) 7%, Other 2%
• Latest funding: Series D, $200.0M, May 2024
• Founded year: 2014
• Headcount: 501-1000
• LinkedIn: sigmacomputing

Sigma Computing, founded in 2014 and based in San Francisco, California, is a technology company that specializes in analytics and business intelligence solutions. The firm offers a cloud-based platform designed to help enterprises analyze large datasets efficiently. Sigma's tools are particularly valuable for businesses in sectors like financial services and healthcare, where data-driven decision-making is crucial. The company has made strides in integrating AI capabilities into its analytics offerings, enhancing the ability of organizations to derive insights from their data. With a workforce of approximately 915 employees, Sigma has established a significant presence in the analytics space. In May 2024, the company secured $200 million in Series D funding, reflecting strong investor interest and confidence in its growth trajectory and innovative solutions.

5. TigerGraph

• Website: tigergraph.com
• Ownership type: Venture Capital
• Headquarters: Redwood City, California, United States (USA)
• Employee distribution: United States (USA) 83%, United Kingdom (UK) 9%, China 6%, Other 2%
• Latest funding: Series C, $105.0M, February 2021
• Founded year: 2012
• Headcount: 201-500
• LinkedIn: tigergraph

TigerGraph is a technology company based in Redwood City, California, founded in 2012. It focuses on graph database solutions and analytics, offering products such as TigerGraph Cloud and GraphStudio. These tools enable businesses to analyze complex data relationships in real-time, which is crucial for making informed decisions. TigerGraph's clientele includes notable enterprises like Ford, Intuit, and JPMorgan Chase, showcasing its capability to serve large organizations. The company has received significant venture capital funding, with a Series C round raising $105 million in February 2021, indicating strong market interest and potential for growth. TigerGraph's solutions are designed to enhance operations and customer experiences through advanced data insights, making it a relevant player in the big data analytics industry.

6. Trifacta

• Website: trifacta.com
• Ownership type: Corporate
• Headquarters: San Francisco, California, United States (USA)
• Employee distribution: United States (USA) 47%, India 40%, Germany 13%
• Latest funding: $400.0M, January 2022
• Founded year: 2012
• Headcount: 51-200
• LinkedIn: trifacta

Trifacta, founded in 2012 and based in San Francisco, California, is a data preparation software company that focuses on helping organizations streamline their data processes. The company offers a platform that simplifies the process of cleaning, transforming, and enriching data, making it accessible for users across various skill levels. Trifacta's tools are designed to enhance data quality and usability, enabling businesses to derive actionable insights from their data. With a workforce of around 51-200 employees, Trifacta has established a presence in the analytics space, serving clients in multiple industries. The company has attracted substantial investment, with a reported funding amount of $400 million as of January 2022, which underscores its potential for growth and innovation in the data analytics sector.

7. ClickHouse

• Website: clickhouse.com
• Ownership type: Venture Capital
• Headquarters: Palo Alto, California, United States (USA)
• Employee distribution: United States (USA) 29%, Netherlands 21%, Singapore 9%, Other 40%
• Latest funding: Series B, December 2022
• Founded year: 2021
• Headcount: 51-200
• LinkedIn: clickhouseinc

ClickHouse Inc., founded in 2021 and based in Palo Alto, California, is a technology company that specializes in database management systems. The firm focuses on providing solutions for real-time analytics and data processing, primarily through its ClickHouse Cloud service and its open-source database. ClickHouse serves a variety of industries, helping businesses efficiently manage and analyze large datasets. The company has gained traction in the market, with a growing user base that includes prominent organizations such as Sony, Lyft, and Cisco. ClickHouse's technology is recognized for its speed and resource efficiency, making it a valuable tool for companies that require rapid data insights. The company has also fostered a community of over 100,000 developers, further solidifying its position in the big data analytics sector.

8. Kyligence

• Website: kyligence.io
• Ownership type: Venture Capital
• Headquarters: San Jose, California, United States (USA)
• Employee distribution: China 91%, United States (USA) 9%
• Latest funding: Series D, $70.0M, April 2021
• Founded year: 2016
• Headcount: 201-500
• LinkedIn: kyligence

Kyligence, established in 2016 and headquartered in San Jose, California, is a data analytics company specializing in AI-driven metrics and OLAP solutions. The firm offers products like Kyligence Zen, a low-code metrics platform, and Kyligence Enterprise, which is built on Apache Kylin. These solutions enable organizations to analyze vast datasets quickly and effectively, facilitating informed decision-making across various industries, including e-commerce and digital marketing. Kyligence's technology allows businesses to connect their data sources, define metrics, and uncover insights with ease. The company has attracted significant venture capital, securing $70 million in its latest funding round in April 2021, which highlights its growth trajectory and the confidence investors have in its offerings. Kyligence's commitment to enhancing data accessibility and insights positions it as a notable player in the analytics industry.

9. Tealium

• Website: tealium.com
• Ownership type: Private Equity
• Headquarters: San Diego, California, United States (USA)
• Employee distribution: United States (USA) 46%, Poland 11%, United Kingdom (UK) 11%, Other 32%
• Latest funding: October 2022
• Founded year: 2011
• Headcount: 501-1000
• LinkedIn: tealium

Tealium, founded in 2011 and based in San Diego, California, is a data management and analytics company that focuses on real-time customer data platforms and data collection solutions. With a workforce of approximately 582 employees, Tealium serves a variety of industries, including automotive, healthcare, financial services, and retail. The company helps businesses unify and activate customer data, enhancing marketing strategies and customer experiences. Tealium's products include real-time data collection, predictive insights, and data management solutions, all designed to ensure data quality and compliance. Their global operations and extensive integration capabilities, with over 1,300 available integrations, position them as a significant player in the data analytics sector. Tealium has not reported any recent funding, indicating a stable operational status since their last funding round in October 2022.

10. OmniSci

• Website: omnisci.com
• Ownership type: Private
• Headquarters: San Francisco, California, United States (USA)
• Founded year: 2013
• Headcount: 51-200
• LinkedIn: omnisci

OmniSci, known as HEAVY.AI, is an analytics software company based in San Francisco, California. Founded in 2013, the company has carved out a niche in providing advanced data analytics and visualization solutions. Their platform is built to efficiently process and analyze large datasets, utilizing GPU acceleration to deliver results at remarkable speeds. OmniSci's technology supports SQL queries that can run in parallel on both GPU and CPU, enabling users to query massive datasets hundreds of times faster than traditional systems. The company serves a variety of sectors, including telecommunications, energy, and public services, helping organizations to uncover insights and enhance their decision-making processes. Their innovative approach includes features like conversational analytics, which allows users to interact with data using natural language, further simplifying the analytics process.

11. Ebiw

• Website: ebiw.com
• Ownership type: Private
• Headquarters: Santa Clara, California, United States (USA)
• Founded year: 2008
• Headcount: 11-50
• LinkedIn: ebiw.com

Ebiw, founded in 2008 and based in Santa Clara, California, is a private data analytics company that offers advanced analytics solutions and consulting services tailored to various sectors, including banking, telecommunications, and retail. The company provides products such as SmartWeld and Generative AI, focusing on helping clients leverage data for informed decision-making and competitive advantages. Ebiw's expertise spans big data applications, data science, and real-time streaming, and they are recognized as an Oracle Gold partner, collaborating on the development and testing of specialized analytics products. Their team consists of industry experts with an average of 12 years of experience in data analytics, data mining, and data integration, which underscores their capability to deliver effective solutions. Ebiw also emphasizes training programs to enhance skills in data science and AI, further solidifying their role in the analytics ecosystem.

12. Ultipa

• Website: ultipa.com
• Ownership type: Venture Capital
• Headquarters: Pleasanton, California, United States (USA)
• Employee distribution: United States (USA) 62%, China 18%, Switzerland 7%, Other 13%
• Latest funding: Series A, $21.0M, May 2021
• Founded year: 2019
• Headcount: 51-200
• LinkedIn: ultipa

Ultipa, founded in 2019 and based in Pleasanton, California, is a technology firm that specializes in graph database solutions and data analytics. The company offers products like Ultipa Cloud and Ultipa Graph, which are tailored for businesses in sectors such as finance and healthcare. These products provide high-performance computing capabilities and real-time data insights, enabling organizations to navigate complex data environments efficiently. Ultipa's innovative approach includes a focus on high-density parallel graph computing technology, which allows for ultra-fast queries and deep data analysis. The company has attracted significant venture capital funding, with a Series A round raising $21 million in 2021, underscoring its potential in the competitive landscape of data analytics. Ultipa's commitment to enhancing data architecture and computing technology positions it as a noteworthy player in the industry.

13. Kyvos Insights

• Website: kyvosinsights.com
• Ownership type: Private
• Headquarters: Los Gatos, California, United States (USA)
• Employee distribution: India 90%, United States (USA) 9%, Other 2%
• Founded year: 2015
• Headcount: 201-500
• LinkedIn: kyvos-insights-inc-

Kyvos Insights, based in Los Gatos, California, is a data analytics company that has carved out a niche in high-speed analytics solutions since its inception in 2015. The firm offers innovative products, including a Semantic Performance Layer and an Analytical Data Warehouse, which empower organizations to analyze vast amounts of data efficiently. Their technology is utilized across various sectors, helping clients improve decision-making and operational efficiency. Kyvos has gained recognition for its contributions to the analytics field, being featured in notable industry reports and receiving accolades such as the Cloud Disruptor of the Year award. The company operates primarily with a workforce based in India, indicating a strategic approach to talent acquisition and operational efficiency. With a focus on modernizing legacy OLAP systems, Kyvos is positioned to address the growing demand for scalable and fast analytics solutions in an increasingly data-driven world.

14. Aible

• Website: aible.com
• Ownership type: Private
• Headquarters: Pleasanton, California, United States (USA)
• Employee distribution: United States (USA) 96%, United Kingdom (UK) 4%
• Latest funding: $26.4M, January 2020
• Founded year: 2018
• Headcount: 11-50
• LinkedIn: aible

Aible, founded in 2018 and based in Pleasanton, California, is a private technology firm that specializes in artificial intelligence solutions. The company focuses on empowering businesses to utilize data effectively for strategic decision-making. Aible offers products such as Generative AI Apps and Augmented Analytics, which are designed to optimize operations and enhance customer experiences across various sectors, including healthcare, retail, and education. With a workforce of around 48 employees, Aible has made significant strides in the AI space, attracting a funding amount of approximately $26 million as of January 2020. Their solutions are tailored for enterprises looking to harness the power of AI to improve efficiency and drive business outcomes. Aible's partnerships with major tech companies like AWS, Google, and Intel further solidify its position in the industry, enabling it to deliver impactful AI solutions that address the complexities of modern data environments.

15. SteppeChange

• Website: steppechange.com
• Ownership type: Private
• Headquarters: Palo Alto, California, United States (USA)
• Employee distribution: United States (USA) 65%, Israel 12%, Russia 12%, Other 12%
• Founded year: 2011
• Headcount: 51-200
• LinkedIn: steppechange

SteppeChange, founded in 2011 and based in Palo Alto, California, is a private data analytics firm that specializes in advanced analytics and data science solutions. With a workforce of around 51-200 employees, the company serves clients primarily in the telecommunications, banking, and digital sectors. SteppeChange focuses on helping organizations leverage their data to improve customer experiences, enhance operational efficiencies, and create new revenue streams. Their offerings include a big data platform, predictive analytics solutions, and consulting services tailored to meet the specific needs of their clients. The company has demonstrated its expertise by developing custom analytics solutions and engaging in significant projects, such as creating a global mobile customer engagement platform for a major telecommunications operator. SteppeChange's commitment to empowering organizations through data-driven insights positions it as a relevant player in the big data analytics industry.

16. Kingsoft

• Website: ksosoft.com
• Ownership type: Private
• Headquarters: Palo Alto, California, United States (USA)
• Employee distribution: China 96%, Japan 3%
• Founded year: 1988
• Headcount: 1001-5000
• LinkedIn: kingsoft

Kingsoft, founded in 1988 and based in Palo Alto, California, is a private technology company with a workforce of approximately 1,425 employees. The company is primarily known for its WPS Big Data Platform, which offers comprehensive data analytics solutions tailored for businesses and organizations. Kingsoft's focus is on enabling clients to effectively manage and analyze large datasets, thereby facilitating better insights and informed decision-making. With a significant portion of its employee base located in China, Kingsoft has established itself as a key player in the data analytics sector, catering to the growing demand for sophisticated data management tools.

17. StreamSets

• Website: streamsets.com
• Ownership type: Corporate
• Headquarters: San Mateo, California, United States (USA)
• Employee distribution: United States (USA) 55%, Spain 28%, Australia 7%, Other 9%
• Latest funding: December 2023
• Founded year: 2014
• Headcount: 10001+
• LinkedIn: streamsets

StreamSets, founded in 2014 and based in San Mateo, California, is a technology company that specializes in data integration and analytics. The company offers innovative solutions like IBM StreamSets, which enables users to create and manage smart streaming data pipelines. This technology is particularly valuable for organizations that need to handle real-time data from various sources, ensuring that they can make informed decisions quickly. StreamSets has been recognized for its ability to support millions of data pipelines, making it a trusted partner for businesses looking to enhance their analytics capabilities. Their solutions are designed to work seamlessly across hybrid and multicloud environments, allowing for flexible deployment options. StreamSets has not reported any recent funding, indicating a stable operational status within the industry.

18. Tibco

• Website: tibco.com
• Ownership type: Private Equity
• Headquarters: Santa Clara, California, United States (USA)
• Employee distribution: India 53%, United States (USA) 23%, France 4%, Other 21%
• Latest funding: $4.3B, September 2014
• Founded year: 1975
• Headcount: 1001-5000
• LinkedIn: tibco

Tibco Software Inc., founded in 1975 and based in Santa Clara, California, is a private equity-owned software company that specializes in enterprise software solutions. The company is known for its expertise in real-time data integration and analytics, providing tools that help organizations automate operations and make informed decisions. Tibco serves a variety of industries, including finance and energy, and operates on a global scale, offering its services through a subscription model. The company has a significant workforce, with a notable presence in India, the United States, and several other countries. Tibco's commitment to innovation and customer support is evident in its extensive product documentation and community engagement, which facilitate user interaction and knowledge sharing.

19. Rule14 LLC

• Website: rule14.com
• Ownership type: Private
• Headquarters: Santa Monica, California, United States (USA)
• Employee distribution: India 75%, United States (USA) 25%
• Founded year: 2011
• Headcount: 11-50
• LinkedIn: rule14-llc

Rule14 LLC, founded in 2011 and based in Santa Monica, California, is a technology firm that specializes in big data analytics. The company offers a suite of services designed to help organizations enhance revenue, prevent losses, and detect fraud. Their analytics platform empowers clients to analyze and visualize large data sets, enabling real-time decision-making. Rule14's solutions are applicable across multiple industries, including healthcare, telecom, and retail, showcasing their versatility in addressing various data challenges. The company employs a global team of data scientists and engineers, leveraging their expertise to transform unstructured data into actionable insights. Rule14's focus on predictive analytics and data aggregation further solidifies its role in the big data analytics sector.

20. BIRD Analytics

• Website: birdanalytics.ai
• Ownership type: Private
• Headquarters: Newark, California, United States (USA)
• Employee distribution: India 71%, United States (USA) 29%
• Founded year: 2014
• Headcount: 11-50
• LinkedIn: birdoncloud

BIRD Analytics is a technology company based in Newark, California, established in 2014. The firm specializes in analytics software and data management solutions, providing a robust platform that empowers businesses to analyze their data effectively. Their offerings include tools for artificial intelligence, machine learning, and self-service analytics, which are crucial for organizations aiming to enhance operational efficiency through data-driven insights. BIRD Analytics serves a variety of sectors, including healthcare, finance, and manufacturing, helping clients unlock the potential of their data. The company has a significant presence in India, with a majority of its workforce located there, indicating a strategic approach to leveraging global talent. BIRD Analytics has not reported any funding, suggesting a self-sustaining business model or a focus on organic growth.

Big Data Analytics Insights: Key Companies in California

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