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
What are Featured Providers?
$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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UndisclosedUndisclosed50 - 249Dublin, OH
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Assurant Technology Group, a midsize data analytics company, is located in Dublin, Ohio. The team offers BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Scottsdale, AZ
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Jenton BI, a data analytics company, focuses on BI & big data consulting & SI. The firm is located in Scottsdale, Arizona.
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UndisclosedUndisclosed50 - 249Roswell, GA
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Axis Group is a midsize big data company established in 1996. Their services include BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Cumming, GA
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Alacrity Solutions Inc, a big data analytics company, was launched in 2015. The midsize team focuses on BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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IT Gurus Of Atlanta, a business intelligence company, was established in 2006. Headquartered in Atlanta, Georgia, the team focuses on BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Duluth, GA
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Key2 Consulting is a data analytics company headquartered in Duluth, Georgia. They specialize in BI & big data consulting & SI and were launched in 2002.
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UndisclosedUndisclosed10 - 49Suwanee, GA
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Allegory Consulting is a Suwanee, Georgia-based big data company. They offer BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Las Vegas, NV
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SQLBI is a Las Vegas, Nevada-based big data company. The team offers BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Henderson, NV
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WhiteStar USA is a data analytics company. They specialize in BI & big data consulting & SI and are headquartered in Henderson, Nevada.
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UndisclosedUndisclosed10 - 49Las Vegas, NV
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OKViz is a small business intelligence company headquartered in Las Vegas, Nevada. The team offers BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Reno, NV
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In Reno, Nevada, ironFocus is a small big data analytics company. Their services include BI & big data consulting & SI.
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UndisclosedUndisclosed250 - 999Las Vegas, NV
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Big data company MLOGICA is headquartered in Las Vegas, Nevada. They offer BI & big data consulting & SI and were launched in 2004.
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UndisclosedUndisclosed50 - 249Overland Park, KS
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Sunar Tech Solutions is a big data analytics company. They provide BI & big data consulting & SI and are in Overland Park, Kansas.
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UndisclosedUndisclosed10 - 49Mission, KS
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Lumalytiq, a big data company, was established in 2020. Located in Mission, Kansas, the team provides BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Arlington, TX
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Advanced Grower Solutions is a data analytics company. The firm is in Arlington, Texas and Beaverton, Oregon. Their team focuses on BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Northglenn, CO
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The Group Aware Consultancy, LLC is a data analytics company. Launched in 2017, the firm provides BI & big data consulting & SI and Business Consulting.
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UndisclosedUndisclosed50 - 249San Francisco, CA
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DesignMind is a big data company. The San Francisco, California-based company was established in 2005. Their team provides BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Hillsboro, OR
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Based in Hillsboro, Oregon, Logic Intelligence is a big data company. The team focuses on BI & big data consulting & SI and Custom Software Development.
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UndisclosedUndisclosed2 - 9Portland, OR
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Established in 2019, Mission Driven Data, a small big data company, is in Portland, Oregon. Their team provides BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Milford, CT
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Founded in 2005, Harmony Software Solutions, LLC is a big data analytics company. In Milford, Connecticut, the team provides BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed2 - 9Vancouver, WA
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Smoother Consulting, a small data analytics company, is based in Vancouver, Washington. Their services include BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Bothell, WA
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Arham, LLC is a big data analytics company. They specialize in BI & big data consulting & SI and are located in Bothell, Washington.
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UndisclosedUndisclosed10 - 49Austin, TX
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Founded in 2009, LeapFrogBI is a small Austin, Texas-based data analytics company. Their team provides BI & big data consulting & SI and Custom Software Development.
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UndisclosedUndisclosed250 - 999Princeton, NJ
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Vertiv, Inc is an IT strategy consulting and big data analytics company launched in 2011. Their services include IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed1,000 - 9,999Chicago, IL
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Sphera is a big data company based in Chicago, Illinois. Launched in 2016, the team focuses on BI & big data consulting & SI and Compliance Consulting.
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UndisclosedUndisclosed50 - 249Orlando, FL
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Pentaho is a big data analytics company. The firm is located in Orlando, Florida and Santa Clara, California. Their team focuses on BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Fernandina Beach, FL
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Cellacore is a small business intelligence company based in Fernandina Beach, Florida. Their services include BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed2 - 9Longboat Key, FL
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NausetHealth is a big data company headquartered in Longboat Key, Florida and Sudbury, Massachusetts. The team offers BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49San Luis Obispo, CA
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Big data company Gaine provides BI & big data consulting & SI. They were founded in 2007.
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UndisclosedUndisclosed50 - 249Cupertino, CA
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Boardwalktech is a data analytics company. Headquartered in Cupertino, California, the agency offers BI & big data consulting & SI and IT strategy consulting.
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UndisclosedUndisclosed2 - 9San Diego, CA
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Modern Analytics is a data analytics company. They are located in San Diego, California, and their services include BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Houston, TX
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QuadraDot Solutions is a small Houston, Texas-based data analytics company. Their services include BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Austin, TX
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L7 Informatics is a data analytics company. Established in 2012, the team offers BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Kalamazoo, MI
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Launched in 1981, SalesPage Technologies is a business intelligence company. The team offers BI & big data consulting & SI and CRM consulting and SI.
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UndisclosedUndisclosed10 - 49West Chester Township, OH
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Xpert Data Works, a business intelligence company, was established in 2013. The agency focuses on BI & big data consulting & SI, and is small.
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UndisclosedUndisclosed250 - 999Raleigh, NC
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Prometheus Group is a midsize Raleigh, North Carolina-based big data company. The team provides BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Richfield, OH
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IQware Solutions is a big data analytics company located in Richfield, Ohio. They offer BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9North Royalton, OH
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Big data analytics company MDM TAO was founded in 2016. The company offers BI & big data consulting & SI, and is small.
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UndisclosedUndisclosed10 - 49Charlotte, NC
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HealthInsights.ai is a business intelligence company. Established in 2021, the agency specializes in BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Alpharetta, GA
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Profisee is a big data analytics company. The Alpharetta, Georgia-based agency offers BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Marietta, GA
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Saleshub is a business intelligence company founded in 2018. The company focuses on BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249McLean, VA
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Founded in 2012, Verato is a big data analytics company. Their services include BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999New York, NY
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GoldenSource is a midsize New York, New York-based IT strategy consulting and big data analytics company. The team specializes in IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Herndon, VA
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Established in 2015, Tekizma Inc. Is a business intelligence company. The agency offers BI & big data consulting & SI, and is midsize.
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UndisclosedUndisclosed2 - 9Woodbridge, VA
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Launched in 2015, EIDOS Technologies, LLC is a data analytics company. The team offers BI & big data consulting & SI and is based in Woodbridge, Virginia.
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UndisclosedUndisclosed50 - 249Woodstock, GA
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Mosaic Solutions Group is a data analytics company. The team provides BI & big data consulting & SI and is based in Woodstock, Georgia.
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UndisclosedUndisclosed50 - 249New York, NY
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Myers-Holum is a midsize big data analytics company and ERP consulting and SI company. They provide BI & big data consulting & SI and ERP consulting and SI and were founded in 1981.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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Mar Dat is a midsize big data company and cloud consulting & SI company founded in 2019. Their team provides BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999Piscataway, NJ
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Founded in 2015, P360 is a data analytics company. Their team focuses on BI & big data consulting & SI and IoT development.
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UndisclosedUndisclosed2 - 9New York, NY
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Based in New York, New York and Bogotá, Colombia, CUBO iQ® Data Management Solutions is a big data company. They specialize 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
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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.