Top Big Data Analytics Companies in the United States
Most U.S. organizations have more data than they have insight. A capable big data analytics partner closes that gap — building the pipelines, dashboards, predictive models, and governance frameworks that turn raw transactional and behavioral data into decisions that actually drive the business forward.
The United States is home to a deep bench of analytics talent, from boutique shops specializing in Snowflake and dbt implementations to full-scale consultancies that handle everything from data strategy through visualization and self-serve reporting. Whether you need to modernize a legacy data warehouse, stand up a real-time streaming architecture, or build attribution models for marketing spend, U.S. analytics firms bring tooling depth that's expensive and slow to hire in-house. Clutch verifies client reviews for every listed provider, so you can compare big data analytics companies globally, explore options in major hubs like New York City, or broaden your search to adjacent disciplines like machine learning development.
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Featured
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$10,000+$25 - $49 / hr250 - 999Serves United StatesServices provided
See all 45 projectsEdvantis is a distinguished company specializing in BI and Big Data Consulting & SI services. Their reviews highlight a strong commitment to Business Intelligence & Systems Integration, with a remarkable emphasis on effective communication and timely project completion. Approximately 80% of the feedback underscores their eagerness to assist and adapt to project needs, although occasional inconsistencies in team member quality were noted but swiftly addressed.
$5,000+$200 - $300 / hr10 - 49Serves United StatesServices provided
See all 8 projectsB3 Media Solutions Inc. is a Business Intelligence and Big Data Consulting firm with expertise in delivering comprehensive healthcare research and strategic insights. Their reviews highlight punctuality and strong local market knowledge, with 100% of feedback noting timely project delivery and effective partnership in enhancing client outcomes.
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$10,000+$50 - $99 / hr50 - 249Suwanee, GA
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EConsultants Inc. Is a Conversion Optimization company. They are in Suwanee, Georgia and have midsize team of experts. Their services include Conversion Optimization and Architectural Design.
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$25,000+$50 - $99 / hr250 - 999Sacramento, CA
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See all 17 projectsITRex is a custom software development company specializing in mobile and web app development, software engineering, and IT consulting. Their reviews are overwhelmingly positive, with clients praising their project management, communication skills, and technical expertise. Approximately 90% of reviewers highlight ITRex's effective communication and ability to deliver projects within budget and timelines. Clients appreciate their attention to detail and commitment to client success.
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UndisclosedUndisclosed2 - 9Sacramento, CA
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Enterprise App Modernization company Lume Consulting Group is in Sacramento, California. Established in 2018, the team focuses on Enterprise App Modernization and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Pleasanton, CA
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Netwoven, an unified communications consulting & SI company, is headquartered in Pleasanton, California and Kolkata, India. They provide unified communications consulting & SI and IT managed
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UndisclosedUndisclosed10 - 49Vestavia Hills, AL
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Bagley Consulting Group is a small Vestavia Hills, Alabama-based big data analytics company. Their services include BI & big data consulting & SI and IT strategy consulting.
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UndisclosedUndisclosed10 - 49Boston, MA
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Conduit Innovation is a Marketing Strategy company. The Boston, Massachusetts-based team focuses on Marketing Strategy and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Princeton, NJ
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Kavayah Solutions Inc is an IT staff augmentation company founded in 2006. The company provides IT staff augmentation and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Rockledge, FL
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Rudram Engineering, Inc. Is a custom software development firm founded in 2015. The small team specializes in Custom Software Development and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Minneapolis, MN
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FIO Labs is a big data analytics company founded in 2007. Their team focuses on BI & big data consulting & SI and ERP consulting and SI.
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UndisclosedUndisclosed10 - 49Wilmington, DE
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Generative AI company Curate Data is based in Wilmington, Delaware. Their services include Generative AI and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49McLean, VA
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Capitol Presence is a small data analytics company launched in 2014. Their services include BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Treasure Island, FL
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Established in 1997, Syncsite Inc., a small CRM consulting and SI company, is located in Treasure Island, Florida. Their services include CRM consulting and SI and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Roseville, CA
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Founded in 2009, Pacific Data Integrators is a business intelligence company. In Roseville, California, the team offers BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Irvine, CA
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BrightQuery is a small Irvine, California-based Funding & Investment company. Their services include Funding & Investment and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Santa Barbara, CA
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Eyko is a Santa Barbara, California-based big data company. They focus on BI & big data consulting & SI and cloud consulting & SI and were founded in 2021.
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UndisclosedUndisclosed10 - 49San Diego, CA
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Launched in 2017, Search Rebel LLC is a software development company. Headquartered in San Diego, California, the team specializes in Custom Software Development and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Newark, DE
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Based in Newark, Delaware, Datahut is a business intelligence company. Their services include BI & big data consulting & SI and Sales Outsourcing.
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$1,000+$150 - $199 / hr50 - 249Cookeville, TN
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See all 3 projectsExodata is an IT services company specializing in network and technology infrastructure solutions, including cloud migration, security, and managed services. Their reviews highlight a 100% positive client satisfaction rate, emphasizing their exceptional communication, quality of work, and responsiveness. Clients appreciate Exodata’s ability to seamlessly integrate with business operations and improve security and network performance without disruption.
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$10,000+$150 - $199 / hr50 - 249San Diego, CA
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Security On-Demand is a San Diego, California-based Cybersecurity company. Launched in 2001, the team specializes in Cybersecurity and IT managed services.
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$25,000+$100 - $149 / hr50 - 249Boston, MA
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Established in 1994, Quoin Inc. Is a midsize web design company. Their services include Web Design and Mobile App Development.
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$1,000+< $25 / hr50 - 249New Berlin, WI
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Call center service Christopher Morgan is based in New Berlin, Wisconsin. They provide Call Center Services and E-Commerce Development.
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$10,000+$100 - $149 / hr50 - 249St. Louis, MO
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We Are Alexander, a branding agency, focuses on Branding and Public Relations. The firm is based in St. Louis, Missouri.
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UndisclosedUndisclosed50 - 249Denver, CO
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Blue Moon Digital, Inc. Is a midsize branding agency launched in 2014. Their team focuses on Branding and Public Relations.
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UndisclosedUndisclosed50 - 249Vienna, VA
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Halvik Corp, a Cybersecurity company, was launched in 2007. Headquartered in Vienna, Virginia, the team offers Cybersecurity and Business Consulting.
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UndisclosedUndisclosed50 - 249Vienna, VA
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Based in Vienna, Virginia, Government Tactical Solutions LLC is a midsize software development firm. Their services include Custom Software Development and Call Center Services.
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UndisclosedUndisclosed50 - 249Westford, MA
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MedAcuity is a custom software development firm launched in 2007. The company provides Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Reston, VA
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MetaPhase Consulting LLC is a Reston, Virginia-based Cybersecurity company. Their services include Cybersecurity and Business Consulting.
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UndisclosedUndisclosed50 - 249Reston, VA
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SiloSmashers, a Business Consulting company, is located in Reston, Virginia. They focus on Business Consulting and Cybersecurity and were established in 1992.
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UndisclosedUndisclosed50 - 249Santa Clara, CA
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Launched in 2000, Rootshell Inc is a midsize Santa Clara, California-based CRM consulting and SI company. Their services include CRM consulting and SI and ERP consulting and SI.
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UndisclosedUndisclosed50 - 249Stillwater, MN
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Project Consulting Group (PCG) is a midsize Stillwater, Minnesota-based Business Consulting company. Their services include Business Consulting and Compliance Consulting.
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UndisclosedUndisclosed50 - 249Scottsdale, AZ
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Lazarus Alliance, Inc., an Advertising company, is based in Scottsdale, Arizona. They specialize in Advertising and Branding and were established in 2000.
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UndisclosedUndisclosed50 - 249Los Angeles, CA
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Palm Tree LLC is a Business Consulting company. The team offers Business Consulting and Commercial Financing and is based in Los Angeles, California.
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UndisclosedUndisclosed50 - 249Langhorne, PA
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Noblesoft Solutions is an UX design company. They are headquartered in Langhorne, Pennsylvania and have midsize team of experts. Their services include UX/UI Design and BI & big data consulting &
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UndisclosedUndisclosed50 - 249Cincinnati, OH
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AMEND Consulting is an IT strategy consulting company. The team focuses on IT strategy consulting and Business Consulting and is based in Cincinnati, Ohio.
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UndisclosedUndisclosed50 - 249Boston, MA
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Midsize cloud consulting & SI company MILL5, is based in Boston, Massachusetts. The team offers cloud consulting & SI and IT managed services.
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UndisclosedUndisclosed50 - 249Newton, MA
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Logic Way Inc. Is a custom software development firm. Founded in 2004, the team offers Custom Software Development and UX/UI Design. The firm is headquartered in Newton, Massachusetts.
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UndisclosedUndisclosed50 - 249San Mateo, CA
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Marvel Marketers is a branding firm. The San Mateo, California-based team provides Branding and Marketing Strategy.
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UndisclosedUndisclosed50 - 249San Jose, CA
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Infobahn Softworld Inc is a cloud consulting & SI company. The agency is based in Toronto, Canada and San Jose, California. Their team focuses on cloud consulting & SI and Application Testing.
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UndisclosedUndisclosed50 - 249Plainsboro Township, NJ
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See all 1 projectsTechminds Group provides website development services, offering good value for cost. Feedback indicates that they have a competent team and deliver impressive results, albeit with some delays. Clients appreciate their effective virtual communication and professional work environment, though they suggest improvements in the salary package. Overall, Techminds Group is regarded as one of the best companies in India.
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UndisclosedUndisclosed50 - 249Addison, TX
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Resolve Tech Solutions, a midsize IT strategy consulting company, is located in Addison, Texas. Their services include IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Meridian charter Township, MI
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RICEFW Technologies Inc is a Meridian charter Township, Michigan-based data analytics company. They focus on BI & big data consulting & SI and cloud consulting & SI and were launched in 2010.
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UndisclosedUndisclosed50 - 249Hillsboro, OR
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NerdPine is an user experience company. They offer UX/UI Design and cloud consulting & SI and are based in Hillsboro, Oregon.
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UndisclosedUndisclosed50 - 249Baltimore, MD
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Founded in 1982, SYSCOM Inc. Is an artificial intelligence company. The team specializes in Artificial Intelligence and Cybersecurity.
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UndisclosedUndisclosed50 - 249Spokane, WA
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Ignitium is a CRM consulting and SI company. Their midsize team is located in Spokane, Washington. Their services include CRM consulting and SI and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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Canopus IT Solutions LLC is an IT strategy consulting company. Their midsize team is headquartered in Atlanta, Georgia. Their services include IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Frisco, TX
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Technovera is an IT strategy consulting company. Their midsize team is located in Frisco, Texas. Their services include IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Chesterfield, MO
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TDK Technologies, a midsize web design agency, is headquartered in Chesterfield, Missouri. Their services include Web Design and UX/UI Design.
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UndisclosedUndisclosed50 - 249Bloomington, MN
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C2 Solutions is a Digital Strategy company in Bloomington, Minnesota. They offer Digital Strategy and UX/UI Design.
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UndisclosedUndisclosed50 - 249Greenbelt, MD
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International Software Systems, Inc., a midsize IT strategy consulting company, is in Greenbelt, Maryland. The team offers IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Springfield, IL
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Lead IT Corporation is a midsize social media marketing agency founded in 2005. Their services include Social Media Marketing and Content Marketing.
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List of Best Big Data Companies in the US
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$100,000+$200 - $300 / hr50 - 249New York, NY
Ability to deliver
31.1/40.016.2/20 Reviews10/10 Clients & Experience4.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$5,000+$50 - $99 / hr10 - 49Carlsbad, CA
Ability to deliver
32.5/40.018.6/20 Reviews10/10 Clients & Experience3.9/10 Market PresenceService focus
50% BI & Big Data Consulting & SI50% Other -
$10,000+$25 - $49 / hr1,000 - 9,999Southborough, MA
Ability to deliver
32.1/40.016.6/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$75,000+Undisclosed250 - 999Oak Brook, IL
Ability to deliver
30.2/40.015/20 Reviews10/10 Clients & Experience5.2/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$10,000+$100 - $149 / hr2 - 9Boston, MA
Ability to deliver
27.9/40.015.6/20 Reviews8.1/10 Clients & Experience4.2/10 Market PresenceService focus
80% BI & Big Data Consulting & SI20% Other -
$10,000+$150 - $199 / hr10 - 49Barrington, IL
Ability to deliver
27.6/40.015.6/20 Reviews8/10 Clients & Experience4/10 Market PresenceService focus
70% BI & Big Data Consulting & SI30% Other -
$250,000+$150 - $199 / hr10 - 49Addison, TX
Ability to deliver
27.6/40.016.2/20 Reviews7.5/10 Clients & Experience3.9/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
$5,000+$150 - $199 / hr10 - 49West Chester, PA
Ability to deliver
27/40.015/20 Reviews8.1/10 Clients & Experience4/10 Market PresenceService focus
80% BI & Big Data Consulting & SI20% Other -
$10,000+$100 - $149 / hr10 - 49Austin, TX
Ability to deliver
31.4/40.016.6/20 Reviews10/10 Clients & Experience4.8/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$5,000+$25 - $49 / hr250 - 999New York, NY
Ability to deliver
29.1/40.017/20 Reviews7.9/10 Clients & Experience4.2/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$10,000+$150 - $199 / hr10 - 49Los Angeles, CA
Ability to deliver
25.2/40.016.4/20 Reviews4.8/10 Clients & Experience4/10 Market PresenceService focus
60% BI & Big Data Consulting & SI40% Other -
UndisclosedUndisclosed50 - 249Chicago, IL
Ability to deliver
27.8/40.016.2/20 Reviews7.5/10 Clients & Experience4.1/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$10,000+Undisclosed50 - 249Bellevue, WA
Ability to deliver
31.5/40.016.4/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$50,000+$200 - $300 / hr10 - 49Fishers, IN
Ability to deliver
35.9/40.020/20 Reviews10/10 Clients & Experience5.9/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$25,000+$200 - $300 / hr10 - 49Minneapolis, MN
Ability to deliver
24.4/40.016.2/20 Reviews4.5/10 Clients & Experience3.7/10 Market PresenceService focus
70% BI & Big Data Consulting & SI30% Other -
$25,000+$150 - $199 / hr50 - 249Minneapolis, MN
Ability to deliver
32.2/40.017/20 Reviews10/10 Clients & Experience5.2/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$10,000+$25 - $49 / hr1,000 - 9,999Princeton, NJ
Ability to deliver
26.5/40.015.2/20 Reviews7.3/10 Clients & Experience4/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$50,000+Undisclosed250 - 999Chicago, IL
Ability to deliver
29/40.015.6/20 Reviews9/10 Clients & Experience4.5/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$50,000+Undisclosed50 - 249New York, NY
Ability to deliver
27.7/40.015/20 Reviews8.4/10 Clients & Experience4.3/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$25,000+$50 - $99 / hr50 - 249Miami, FL
Ability to deliver
32.9/40.019.2/20 Reviews10/10 Clients & Experience3.7/10 Market PresenceService focus
15% BI & Big Data Consulting & SI85% Other -
$10,000+$100 - $149 / hr10 - 49Indianapolis, IN
Ability to deliver
23.3/40.015.6/20 Reviews3.6/10 Clients & Experience4.1/10 Market PresenceService focus
65% BI & Big Data Consulting & SI35% Other -
$10,000+$100 - $149 / hr10 - 49Gaithersburg, MD
Ability to deliver
28.9/40.016.2/20 Reviews8.3/10 Clients & Experience4.3/10 Market PresenceService focus
35% BI & Big Data Consulting & SI65% Other -
$5,000+$150 - $199 / hr250 - 999Indianapolis, IN
Ability to deliver
24.5/40.015.2/20 Reviews4.9/10 Clients & Experience4.4/10 Market PresenceService focus
30% BI & Big Data Consulting & SI70% Other -
$10,000+$150 - $199 / hr10,000+Bellevue, WA
Ability to deliver
29.9/40.015.2/20 Reviews10/10 Clients & Experience4.7/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$100,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
31.1/40.015.8/20 Reviews10/10 Clients & Experience5.3/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$10,000+$25 - $49 / hr50 - 249New York, NY
Ability to deliver
29.6/40.016.6/20 Reviews10/10 Clients & Experience3/10 Market PresenceService focus
25% BI & Big Data Consulting & SI75% Other -
$25,000+Undisclosed10 - 49Marlborough, MA
Ability to deliver
27.2/40.015.8/20 Reviews7.3/10 Clients & Experience4.1/10 Market PresenceService focus
40% BI & Big Data Consulting & SI60% Other -
$5,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
33.4/40.016.6/20 Reviews10/10 Clients & Experience6.8/10 Market PresenceService focus
10% BI & Big Data Consulting & SI90% Other -
$25,000+Undisclosed250 - 999Plano, TX
Ability to deliver
28/40.016.2/20 Reviews7.3/10 Clients & Experience4.5/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other -
$5,000+$200 - $300 / hr50 - 249Draper, UT
Ability to deliver
30.7/40.016.6/20 Reviews9.8/10 Clients & Experience4.3/10 Market PresenceService focus
20% BI & Big Data Consulting & SI80% Other
Latest BI and Big Data Articles
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U.S. Big Data Analytics FAQs
A big data analytics company helps organizations collect, store, process, and interpret large volumes of structured and unstructured data. U.S.-based firms typically cover the full analytics stack:
- Data engineering
- Data warehousing and lakehouse architecture
- Business intelligence and reporting
- Advanced analytics, including predictive modeling and machine learning
Some firms specialize in a single layer, while others offer end-to-end engagements from strategy through production deployment.
American analytics firms operate in one of the world's most mature data ecosystems with deep hands-on experience with the modern data stack — Snowflake, Databricks, dbt, Fivetran, Airflow. Working with a U.S.-based partner simplifies contracting, time-zone overlap for agile sprints, and compliance with domestic data-residency requirements.
For regulated industries like healthcare, finance, or government, hiring domestically can remove a significant layer of legal and security review that offshore engagements require.
According to Clutch pricing data, hourly rates for U.S.-based analytics consultants typically run $100 – $250 per hour. Meanwhile, project minimums at established firms usually start around $25,000 – $75,000.
For clients needing end-to-end stack builds, note that costs commonly range from $150,000 – $500,000+. Smaller, focused engagements can come in well under $25,000. Retainer arrangements for ongoing analytics support typically run $10,000 – $40,000 per month.
Start by defining the layer of the stack where you need help — i.e., data engineering, BI and visualization, advanced analytics, or all three. After that, carefully consider tooling fit, industry experience, engagement model, and review evidence.
On Clutch, look for reviews that describe specific deliverables rather than general praise. After that, request references from projects that resemble yours in scale and tooling.
- Vague proposals with no tooling specifics.
- No data governance discussion.
- Overpromising on timelines.
- No client references from comparable projects.
- Proprietary tooling lock-in that makes it difficult to hand off ownership to your internal team.
Data projects almost always surface unexpected issues — be skeptical of firms that don't build buffers into estimates. Make sure to be on the lookout for any of these red flags before they can impact your project.