Top Big Data Analytics Companies in the United States
Most U.S. companies have more data than they have insight. A capable big data analytics partner closes that gap — building the pipelines, models, dashboards, and governance frameworks that turn raw transactional and behavioral data into decisions you can actually act on.
Whether you need to stand up a modern data stack, run advanced analytics on customer behavior, or build predictive models for forecasting, the right U.S. analytics firm can compress months of internal work and bring tooling expertise (Snowflake, Databricks, dbt, Looker, Power BI) that's expensive to hire for directly. Clutch helps you compare top U.S. big data analytics companies through verified client reviews, service breakdowns, and pricing data. Filter by industry, project budget, or specific tools, and explore related directories:
• Top Big Data Analytics Companies
• Big Data Analytics Companies in Los Angeles
• Big Data Analytics Companies in Dallas
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Featured
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$5,000+$25 - $49 / hr1,000 - 9,999Serves United StatesServices provided
See all 32 projectsIndus Net Technologies Pvt. Ltd. is a company specializing in BI and Big Data Consulting & SI, providing business intelligence and systems integration services. The reviews highlight their impressive 24/7 responsiveness and fast delivery, with 100% of the feedback praising their flexible payment terms and effective communication.
$10,000+$25 - $49 / hr250 - 999Serves United StatesServices provided
See all 6 projectsNavsoft is a versatile digital solutions provider specializing in web development, AI-powered platforms, and omnichannel management. Across their reviews, clients consistently commend their ability to combine technical expertise with an understanding of specific industry needs, resulting in measurable outcomes like increased engagement and conversion rates. Approximately 80% of reviews highlight their structured project management and responsiveness, with minor suggestions for faster design iterations.
$5,000+$150 - $199 / hr10 - 49Serves United StatesServices provided
See all 5 projectsB3 Media Solutions Inc. is a Business Intelligence & Systems Integration company specializing in Business Analytics Services and Data Management Consulting. Their reviews reflect a 100% positive feedback, highlighting their expertise in focus group analysis, punctuality, and strong market understanding. Clients appreciate their strategic recommendations and effective communication.
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$1,000+$50 - $99 / hr1,000 - 9,999San Francisco, CA
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Protiviti is a big data company founded in 2002. Their services include BI & big data consulting & SI and Custom Software Development.
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$1,000+$50 - $99 / hr10 - 49Gaithersburg, MD
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DecisionPath Consulting is a big data analytics company. Located in Gaithersburg, Maryland, the team focuses on BI & big data consulting & SI.
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$1,000+$50 - $99 / hr10 - 49Irving, TX
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Big data company Fusion Consulting is headquartered in Irving, Texas. They specialize in BI & big data consulting & SI.
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$5,000+$100 - $149 / hr10 - 49Denver, CO
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Launched in 2001, Decentrix is a big data analytics company. The small team specializes in BI & big data consulting & SI and Artificial Intelligence.
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$5,000+$100 - $149 / hr10 - 49Denver, CO
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Data analytics company Mashey is in Denver, Colorado. They offer BI & big data consulting & SI and were founded in 2015.
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$5,000+$100 - $149 / hr50 - 249Minneapolis, MN
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PhData, Inc. Is a Minneapolis, Minnesota-based business intelligence company and IT managed services company. Launched in 2014, the team provides BI & big data consulting & SI and IT managed
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$5,000+$100 - $149 / hr10,000+New York, NY
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IT strategy consulting company Pactera is in Beijing, China and New York, New York. They specialize in IT strategy consulting and Business Consulting and were established in 1995.
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$5,000+$100 - $149 / hr250 - 999San Francisco, CA
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App Annie, an Application Management & Support company, offer Application Management & Support and BI & big data consulting & SI. They were launched in 2010.
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$5,000+$25 - $49 / hr1,000 - 9,999Santa Clara, CA
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Wangsu is a big data company. They are based in Santa Clara, California and Beijing, China, and their services include BI & big data consulting & SI and cloud consulting & SI.
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$5,000+$100 - $149 / hr50 - 249San Mateo, CA
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PingCAP is a big data analytics company. They specialize in BI & big data consulting & SI and IT managed services and are headquartered in San Mateo, California and Beijing, China.
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UndisclosedUndisclosed10,000+Coralville, IA
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General Dynamics Information Technology is an Application Management & Support company. Their services include Application Management & Support.
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UndisclosedUndisclosed10,000+Billings, MT
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Acosta is a Market Research company. They focus on Market Research and Marketing Strategy and are headquartered in Billings, Montana and Phoenix, Arizona.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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Nexidia, an artificial intelligence company and big data company, was founded in 2000. The team provides Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Lakeland, FL
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Kyra Solutions is a big data analytics company. Their midsize team is located in Lakeland, Florida and specializes in BI & big data consulting & SI. The company was founded in 1997.
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UndisclosedUndisclosed250 - 999Campbell, CA
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Saama, a business intelligence company and cloud consulting & SI company, was established in 1997. The team focuses on BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Las Vegas, NV
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Applied Analysis is a big data analytics company. They offer BI & big data consulting & SI and are based in Las Vegas, Nevada.
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UndisclosedUndisclosed50 - 249Jersey City, NJ
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RVM Enterprises, Inc. Is a business intelligence company. They are located in Jersey City, New Jersey, and their services include BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Edison, NJ
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Baanyan Software Services, Inc. Is a big data company founded in 2009. The midsize team specializes in BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Princeton, NJ
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Data analytics company R Square Inc. Is located in Princeton, New Jersey. Founded in 1997, the team offers BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Franklin Township, NJ
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Comptech Associates Inc., a data analytics company, offer BI & big data consulting & SI. They were established in 1998.
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UndisclosedUndisclosed10 - 49Bridgewater Township, NJ
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Datanomics is a business intelligence company. Founded in 1982, the agency specializes in BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Piscataway, NJ
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Small data analytics company Scalable Systems, is headquartered in Piscataway, New Jersey. The team provides BI & big data consulting & SI and unified communications consulting & SI.
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UndisclosedUndisclosed2 - 9Wabasso, FL
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Spectra Group Inc. Is a data analytics company. The Wabasso, Florida-based agency was launched in 2009. Their team specializes in BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Arlington Heights, IL
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Venstar Technology Inc is a big data company and IT strategy consulting company founded in 2007. The agency focuses on BI & big data consulting & SI and IT strategy consulting, and is midsize.
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UndisclosedUndisclosed50 - 249Edison, NJ
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ZSL Inc is a midsize Edison, New Jersey-based data analytics company and cloud consulting & SI company. Their services include BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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Launched in 2010, Zoox Smart Data is a midsize AI firm and business intelligence company. Their services include Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Shrewsbury, NJ
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Jaccomo is a data analytics company launched in 2000. The team offers BI & big data consulting & SI and is headquartered in Shrewsbury, New Jersey.
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UndisclosedUndisclosed250 - 999Greensboro, NC
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APEX Analytix is a custom software development company. Based in Greensboro, North Carolina, their team offers Custom Software Development and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Cambridge, MA
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Based in Cambridge, Massachusetts, Tamr Inc. Is a midsize AI firm and data analytics company. Their services include Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Allentown, PA
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IntegraONE, a big data analytics company and Cybersecurity company, is located in Allentown, Pennsylvania and Allentown, Pennsylvania. They focus on BI & big data consulting & SI and Cybersecurity.
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UndisclosedUndisclosed50 - 249Boston, MA
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Data analytics company and Market Research company Comlinkdata is located in Boston, Massachusetts. They focus on BI & big data consulting & SI and Market Research.
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UndisclosedUndisclosed250 - 999Somerville, MA
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Recorded Future is an AI firm and big data analytics company in Somerville, Massachusetts. Their services include Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed250 - 999Redwood City, CA
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Alation is an AI firm and big data company located in Redwood City, California. They provide Artificial Intelligence and BI & big data consulting & SI and were established in 2012.
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UndisclosedUndisclosed10 - 49Franklin Township, NJ
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Big data company Caresoft Inc. Tripod Technologies, LLC was founded in 1994. Headquartered in Franklin Township, New Jersey, the team specializes in BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9West Windsor Township, NJ
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Small data analytics company Xypress LLC, is headquartered in West Windsor Township, New Jersey. The team provides BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Princeton, NJ
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In Princeton, New Jersey, Finacle Soft Inc. Is a small big data company. Their services include BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Jersey City, NJ
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Big data company Ishi Systems Inc. Was founded in 1994. The company specializes in BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Edison, NJ
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LOGIXtech Solutions LLC is a big data analytics company. Their small team is located in Edison, New Jersey. Their services include BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Boston, MA
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Peloton Group is a big data analytics company. Their team is located in Boston, Massachusetts and Jersey City, New Jersey. The firm focuses on BI & big data consulting & SI and Business Consulting.
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UndisclosedUndisclosed50 - 249San Francisco, CA
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HouseCanary is an artificial intelligence firm and big data company in San Francisco, California. Founded in 2013, the team offers Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Woodbridge Township, NJ
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VST Consulting Inc, a big data company, is located in Woodbridge Township, New Jersey. Their services include BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Woodbridge Township, NJ
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Data analytics company Birdzi Inc. Was founded in 2012. The team provides BI & big data consulting & SI and is based in Woodbridge Township, New Jersey.
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UndisclosedUndisclosed50 - 249Woodbridge Township, NJ
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PruTech Solutions, Inc., a big data company and CRM consulting and SI company, was established in 1998. They specializes in BI & big data consulting & SI and CRM consulting and SI.
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UndisclosedUndisclosed250 - 999San Mateo, CA
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Exabeam is a midsize big data company and Cybersecurity company launched in 2013. Their team provides BI & big data consulting & SI and Cybersecurity.
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UndisclosedUndisclosed50 - 249Menlo Park, CA
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Symphony AyasdiAI is an AI firm and big data company. Launched in 2008, the agency is in Menlo Park, California. Their services include Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Princeton, NJ
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Founded in 2009, Groupsoft US Inc is a small Princeton, New Jersey-based business intelligence company. Their team offers BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Culver City, CA
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Enervee is a big data analytics company. In Culver City, California, their team provides BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Roswell, GA
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Hashmap, a big data analytics company and IoT development company, is in Roswell, Georgia. They provide BI & big data consulting & SI and IoT development.
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UndisclosedUndisclosed2 - 9Reading, PA
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Founded in 2006, Directlink Technologies is a small big data analytics company. Their services include BI & big data consulting & SI.
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UndisclosedUndisclosed1,000 - 9,999Saint Ignatius, MT
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S&K Federal Services, LLC is a big data analytics company and Logistics & Supply Chain Consulting company. Their team specializes in BI & big data consulting & SI.
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List of Best Big Data Companies in the US
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$10,000+$25 - $49 / hr1,000 - 9,999Southborough, MA
Ability to deliver
36.6/40.016.6/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$100,000+$200 - $300 / hr50 - 249New York, NY
Ability to deliver
33.1/40.016.2/20 Reviews10/10 Clients & Experience6.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$75,000+Undisclosed250 - 999Oak Brook, IL
Ability to deliver
34.3/40.015/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$10,000+$100 - $149 / hr10 - 49Austin, TX
Ability to deliver
35.8/40.016.6/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$10,000+$100 - $149 / hr50 - 249Anchorage, AK
Ability to deliver
34.9/40.016.8/20 Reviews9.3/10 Clients & Experience8.8/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$5,000+$50 - $99 / hr10 - 49Carlsbad, CA
Ability to deliver
32.9/40.018/20 Reviews10/10 Clients & Experience4.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$10,000+$150 - $199 / hr10 - 49Barrington, IL
Ability to deliver
30.5/40.015.6/20 Reviews8/10 Clients & Experience6.9/10 Market PresenceService focus
70% BI & Big Data Consulting & SI30% Other -
$10,000+$200 - $300 / hr10 - 49Berkeley, CA
Ability to deliver
29.9/40.016.4/20 Reviews7.8/10 Clients & Experience5.7/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$250,000+$150 - $199 / hr10 - 49Addison, TX
Ability to deliver
29.3/40.016.2/20 Reviews7.5/10 Clients & Experience5.5/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$10,000+$100 - $149 / hr2 - 9Boston, MA
Ability to deliver
29.3/40.015.6/20 Reviews8.1/10 Clients & Experience5.6/10 Market PresenceService focus
80% BI & Big Data Consulting & SI20% Other -
$10,000+Undisclosed50 - 249Bellevue, WA
Ability to deliver
35.9/40.016.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$5,000+$25 - $49 / hr250 - 999New York, NY
Ability to deliver
32.2/40.017/20 Reviews7.9/10 Clients & Experience7.3/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$50,000+$200 - $300 / hr10 - 49Fishers, IN
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$5,000+$150 - $199 / hr10 - 49West Chester, PA
Ability to deliver
28.4/40.015/20 Reviews8.1/10 Clients & Experience5.3/10 Market PresenceService focus
80% BI & Big Data Consulting & SI20% Other -
$5,000+$100 - $149 / hr10 - 49El Segundo, CA
Ability to deliver
39.3/40.019.8/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$100,000+$50 - $99 / hr50 - 249Dallas, TX
Ability to deliver
34.5/40.015.8/20 Reviews8.9/10 Clients & Experience9.8/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
UndisclosedUndisclosed50 - 249Chicago, IL
Ability to deliver
30/40.016.2/20 Reviews7.5/10 Clients & Experience6.3/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$50,000+Undisclosed250 - 999Chicago, IL
Ability to deliver
32.5/40.015.6/20 Reviews9/10 Clients & Experience7.9/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$10,000+$150 - $199 / hr10 - 49Los Angeles, CA
Ability to deliver
27.2/40.016.2/20 Reviews4.8/10 Clients & Experience6.2/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$10,000+$25 - $49 / hr1,000 - 9,999Princeton, NJ
Ability to deliver
29.3/40.015.2/20 Reviews7.3/10 Clients & Experience6.8/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$25,000+$50 - $99 / hr50 - 249Miami, FL
Ability to deliver
35.9/40.017/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
15% BI & Big Data Consulting & SI85% Other -
$100,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
34/40.015.8/20 Reviews10/10 Clients & Experience8.2/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$50,000+Undisclosed50 - 249New York, NY
Ability to deliver
29.9/40.015/20 Reviews8.4/10 Clients & Experience6.5/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$10,000+$100 - $149 / hr250 - 999Atlanta, GA
Ability to deliver
35.2/40.015.8/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$10,000+$150 - $199 / hr10,000+Bellevue, WA
Ability to deliver
32.6/40.015.2/20 Reviews10/10 Clients & Experience7.4/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$50,000+$200 - $300 / hr50 - 249Chicago, IL
Ability to deliver
36.4/40.016.6/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$25,000+$200 - $300 / hr10 - 49Minneapolis, MN
Ability to deliver
25.6/40.016.2/20 Reviews4.5/10 Clients & Experience4.9/10 Market PresenceService focus
70% BI & Big Data Consulting & SI30% Other -
Undisclosed$150 - $199 / hr250 - 999San Francisco, CA
Ability to deliver
34.9/40.016.2/20 Reviews8.9/10 Clients & Experience9.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$100,000+$150 - $199 / hr10 - 49Chicago, IL
Ability to deliver
34.4/40.015.8/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$10,000+$100 - $149 / hr10 - 49Providence, RI
Ability to deliver
35.5/40.016.8/20 Reviews10/10 Clients & Experience8.7/10 Market PresenceService focus
15% BI & Big Data Consulting & SI85% Other
Latest BI and Big Data Articles
See all articles![How to Create a Budget for BI & Analytics Services [With Template] cover image](https://img.shgstatic.com/clutch-static-prod/image/resize/715x400/s3fs-public/article/f07e9d6bd89e7f70df9c94301acdd847.png)
How to Create a Budget for BI & Analytics Services [With Template]
Use our custom template for your business intelligence and analytics needs.
U.S. Big Data Analytics FAQs
Pricing varies thanks to a range of factors, including the scope of the project and team size. Based on Clutch pricing data, clients can expect costs to go:
- Hourly rates: typically $100 – $250 per hour, depending on seniority and specialization
- Project minimums: focused engagements usually start at $25,000 – $75,000
- End-to-end stack builds: $150,000 – $500,000+ depending on number of source systems, volume, and complexity
- Ongoing managed analytics: typically $10,000 – $50,000 per month in retainer
Tooling costs (Snowflake, Databricks, BI licenses) sit on top of services and can be substantial — discuss who's responsible for those before signing.
A big data analytics firm helps you collect, store, transform, model, and surface data so it drives decisions instead of sitting in disconnected systems. Engagements typically cover one or more of:
- Data engineering — building pipelines from source systems into a warehouse or lakehouse
- Data modeling and transformation — designing the schemas, metrics layers, and dbt models that make data consumable
- Business intelligence and dashboarding — building Looker, Power BI, or Tableau dashboards tied to defined KPIs
- Advanced analytics and ML — predictive modeling, customer segmentation, or demand forecasting
- Data governance — access controls, data quality monitoring, and documentation
The best firms bridge engineering and business, building infrastructure that supports analysis, not just shipping a Tableau license and walking away.
The terms overlap, but the distinction is useful. Business intelligence (BI) is mostly about reporting on what happened — historical dashboards, KPIs, monthly performance reviews — and runs well on structured, warehoused data. Big data analytics extends that into larger volumes, less structured data, real-time streams, and predictive or prescriptive modeling that informs what to do next.
In practice, most U.S. firms do both, but specialization matters. If your need is "we want a single source of truth for revenue reporting," that's a BI engagement. If it's "we want to predict which customers will churn next quarter and prevent it," that's analytics.
Filter on three things — tooling alignment, industry experience, and engineering rigor:
- Tooling alignment matters because firms tend to specialize — a Snowflake-and-dbt shop will be more efficient than a generalist if that's your stack.
- Industry experience matters because the schemas, regulatory constraints, and KPI definitions vary wildly between healthcare, financial services, retail, and SaaS.
- Engineering rigor — version control, testing, documentation, code review — separates firms that hand you a working system from firms that hand you a fragile one.
Ask for sample code or a sample DBT project from a past engagement. Reputable firms can share something redacted. Also ask crucial questions like how they handle handoffs, who owns the system after they leave, and what does ongoing support look like.
- Tool-led, not problem-led pitches. A firm that opens with "we'll set you up on [vendor]" before understanding your business question has the priorities backwards.
- No discussion of data quality. Most analytics projects fail because the source data is messier than anyone expected. A firm that doesn't ask about quality upfront will hit the same wall mid-engagement.
- Dashboards-as-deliverable thinking. Dashboards are an output, not an outcome. The deliverable is decisions made better; ask how they'll measure that.
- No ongoing maintenance plan. Pipelines break, source schemas change, and models drift. A firm that disappears at delivery leaves you with a system that decays fast.
Don’t underestimate these red flags, even if the vendor offers exciting fees or promises. It’s crucial to match with a partner that has a great track record to protect your project.