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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UndisclosedUndisclosed50 - 249Dover, DE
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See all 3 projectsInfo Science Labs provides services in e-commerce operations, data science, blockchain, and AI technology, catering to diverse industry needs. The company's reviews consistently highlight their innovative approaches, responsive customer service, and effective time management. Clients appreciate their alignment with company values, professional demeanor, and the delivery of tailored, cutting-edge solutions that contribute to measurable business success.
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$1,000+$200 - $300 / hrFreelancerSouthfield, MI
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See all 1 projectsPalavir is a CRM development company specializing in implementing comprehensive CRM systems tailored to specific business needs. The company received overwhelmingly positive feedback, with 100% of reviewers highlighting their attentiveness and understanding of client businesses. Clients noted significant improvements in sales processes, including a 25% increase in active sales follow-up and a nearly 50% reduction in lost leads.
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$5,000+$50 - $99 / hr10 - 49Scarsdale, NY
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See all 3 projectsDataPyramid specializes in BI and Big Data Consulting & SI, offering Business Intelligence Consulting and Big Data Solutions. Their team of experienced data scientists has been praised for their exceptional commitment, consistently exceeding client expectations through their comprehensive data management consulting services. Overall, clients have reported great satisfaction with their professionalism and the quality of their work.
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$1,000+$50 - $99 / hr2 - 9Kansas City, MO
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Twisted Pair Labs is a custom software development firm. The Kansas City, Missouri-based company was established in 2015. Their services include Custom Software Development and IT strategy
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UndisclosedUndisclosed10 - 49Nashville, TN
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Founded in 1998, MouseCalls Technology Solutions, a small big data analytics company, is in Nashville, Tennessee. Their services include BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Knoxville, TN
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Data analytics company Integracon Technologies, LLC focuses on BI & big data consulting & SI and cloud consulting & SI. They are located in Knoxville, Tennessee.
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$1,000+Undisclosed10 - 49New York, NY
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Established in 2006, eSoftware Associates is a software development firm. The firm focuses on Custom Software Development and BI & big data consulting & SI, and is small.
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Undisclosed$50 - $99 / hr10 - 49Sarasota, FL
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SouthTech is an IT managed services company established in 1994. The team specializes in IT managed services and BI & big data consulting & SI and is headquartered in Sarasota, Florida.
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UndisclosedUndisclosed10 - 49Pittsburgh, PA
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Excalibur Data Systems is an IT strategy consulting company. The Pittsburgh, Pennsylvania-based company specializes in IT strategy consulting and BI & big data consulting & SI.
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$250,000+Undisclosed10 - 49Dallas, TX
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Pubrica is a Conversion Optimization company. The firm is headquartered in Chennai, India and Dallas, Texas. Their services include Conversion Optimization and BI & big data consulting & SI.
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$5,000+$25 - $49 / hr10 - 49U SADDLE RIV, NJ
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Launched in 2023, SCFA Technology Group is a Business Consulting company. In U SADDLE RIV, New Jersey, the team focuses on Business Consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Woodbridge Township, NJ
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OzaIntel LLC is a big data analytics company founded in 2022. The team focuses on BI & big data consulting & SI and CRM consulting and SI and is based in Woodbridge Township, New Jersey.
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$25,000+Undisclosed10 - 49Lewes, DE
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Prisma Consultancy is a Funding & Investment company founded in 2020. The team offers Funding & Investment and ERP consulting and SI and is headquartered in Lewes, Delaware.
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UndisclosedUndisclosed250 - 999Mountain View, CA
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Bloomreach is a Conversion Optimization company. The midsize Mountain View, California-based team focuses on Conversion Optimization and E-Commerce Development. The agency was launched in 2009.
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$5,000+Undisclosed50 - 249Wesley Chapel, FL
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Launched in 1998, V12, a Porch Company, a midsize Marketing Strategy company, is headquartered in Wesley Chapel, Florida. Their team offers Marketing Strategy and Advertising.
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$1,000+$150 - $199 / hr2 - 9St. Petersburg, FL
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RealizedAI is an AI Consulting company. In St. Petersburg, Florida, the firm was founded in 2026. Their services include AI Consulting and BI & big data consulting & SI.
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$1,000+$150 - $199 / hr10 - 49Jacksonville, FL
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Established in 2002, Lemington Consulting is a small Jacksonville, Florida-based software development company. Their services include Custom Software Development and BI & big data consulting & SI.
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$10,000+$150 - $199 / hr10 - 49New York, NY
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Computer Lab is a big data company headquartered in New York, New York. They provide BI & big data consulting & SI and Blockchain.
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UndisclosedUndisclosed10 - 49Knoxville, TN
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Big data company PAXIS Technologies was founded in 1981. The firm offers BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Knoxville, TN
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Gravity Networks, LLC is a big data company headquartered in Knoxville, Tennessee. They focus on BI & big data consulting & SI and cloud consulting & SI and were founded in 2010.
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$100,000+Undisclosed10 - 49Wayne, PA
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IT strategy consulting company Estenda Solutions was launched in 2003. The small team provides IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Sunset Valley, TX
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Hahn is a PR agency. Founded in 1974, the team focuses on Public Relations and Social Media Marketing. The firm is in Sunset Valley, Texas.
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UndisclosedUndisclosed10 - 49Santa Cruz, CA
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ProductOps, Inc. Is a small data analytics company launched in 2008. Their team focuses on BI & big data consulting & SI and Custom Software Development.
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$5,000+Undisclosed10 - 49Roswell, GA
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Quality Systems Enhancement is a social media marketing firm. They focus on Social Media Marketing and Conversion Optimization and were launched in 2021.
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$5,000+$50 - $99 / hr2 - 9Orchard Park, NY
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Great Lakes IT Services is a small Orchard Park, New York-based IT managed services company. Their services include IT managed services and BI & big data consulting & SI.
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Undisclosed$100 - $149 / hr2 - 9Virginia Beach, VA
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Laris Media is a business intelligence company. The team provides BI & big data consulting & SI and Web Design, and the firm is headquartered in Virginia Beach, Virginia and Virginia Beach,
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$5,000+$200 - $300 / hr2 - 9Durango, CO
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Established in 2019, Insight Lime Analytics is an Other Digital Marketing company. The firm specializes in Other Digital Marketing and BI & big data consulting & SI.
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UndisclosedUndisclosed250 - 999Indianapolis, IN
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Core BTS, an IT managed services company, was established in 1984. The agency offers IT managed services and IT strategy consulting.
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$10,000+$25 - $49 / hr50 - 249Los Angeles, CA
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Based in Los Angeles, California and Auckland, New Zealand, Duco Consultancy is a big data analytics company. They offer BI & big data consulting & SI and ERP consulting and SI.
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$100,000+$25 - $49 / hr250 - 999Wilmington, DE
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OpsTree Global is a big data company. They are in Noida, India and Wilmington, Delaware. Their team offers BI & big data consulting & SI and AI Consulting.
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UndisclosedUndisclosed50 - 249San Diego, CA
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PrediqTank is a Product Design company. They specialize in Product Design and BI & big data consulting & SI and are based in San Diego, California.
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$1,000+< $25 / hr50 - 249Santa Clara, CA
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Goognu data service pvt. Ltd is a business intelligence company. The Santa Clara, California-based firm focuses on BI & big data consulting & SI and cloud consulting & SI.
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$1,000+$150 - $199 / hr50 - 249Woodbury, MN
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CIT is an IT strategy consulting company. Located in Woodbury, Minnesota, their midsize team offers IT strategy consulting and BI & big data consulting & SI. The firm was established in 1992.
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UndisclosedUndisclosed10 - 49Allen, TX
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US Medical IT is an IT managed services company. They are based in Allen, Texas and Houston, Texas, and their services include IT managed services and Cybersecurity.
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UndisclosedUndisclosed10 - 49Secaucus, NJ
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Continuous Networks, LLC is a data analytics company. They were launched in 2010, and their services include BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49San Mateo, CA
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NextPhase.ai is a big data company. Launched in 2012, their team provides BI & big data consulting & SI and cloud consulting & SI.
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Undisclosed$150 - $199 / hr10 - 49Laguna Hills, CA
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Zephyr Networks, Inc. Is an IT strategy consulting company. The team offers IT strategy consulting and BI & big data consulting & SI, and the company is located in Laguna Hills, California.
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UndisclosedUndisclosed10 - 49Philadelphia, PA
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Total Technology Resources, LLC, an IT strategy consulting company, specializes in IT strategy consulting and BI & big data consulting & SI. The firm is in Philadelphia, Pennsylvania.
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UndisclosedUndisclosed10 - 49Dover, DE
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Augmented Systems is a big data company founded in 2015. The small team provides BI & big data consulting & SI and cloud consulting & SI.
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$5,000+Undisclosed250 - 999Pembroke Pines, FL
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Calance, an IT managed services company, is in Pembroke Pines, Florida. They focus on IT managed services and IT staff augmentation.
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$1,000+$25 - $49 / hr50 - 249Miami, FL
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ESource Capital is a Miami, Florida-based software development company. They specialize in Custom Software Development and Packaging Design and were founded in 2006.
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UndisclosedUndisclosed50 - 249Albuquerque, NM
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Located in Albuquerque, New Mexico, RS21 is a midsize UX company. The team offers UX/UI Design and BI & big data consulting & SI.
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$5,000+$150 - $199 / hr50 - 249St. Louis, MO
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Founded in 1981, Oakwood Systems Group, Inc. Is a cloud consulting & SI company. The firm focuses on cloud consulting & SI and BI & big data consulting & SI.
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$5,000+$200 - $300 / hrFreelancerWashington, DC
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See all 1 projects&KO LLC is a web development company known for its expertise in backend web development, integration with third-party applications, and ensuring seamless user experiences. The reviews highlight their professionalism and deep understanding of clients' visions, with 100% of the feedback emphasizing their commitment to project success and effective communication throughout the development process.
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$5,000+Undisclosed2 - 9Redondo Beach, CA
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JumpSmartTalent, a Recruiting company, was established in 2015. The company provides Recruiting and BI & big data consulting & SI, and is small.
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UndisclosedUndisclosed2 - 9Brooklyn, NY
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K2DQ is a Marketing Strategy company. Their small team of employees is based in Brooklyn, New York. Their team specializes in Marketing Strategy and Digital Strategy.
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$1,000+$100 - $149 / hr2 - 9Charlotte, NC
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Eastridge Analytics LLC is a big data company established in 2020. The agency specializes in BI & big data consulting & SI and Artificial Intelligence, and is small.
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$10,000+$25 - $49 / hr2 - 9Glenview, IL
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Adtitude Digital, an Engineering company, is based in Glenview, Illinois. They specialize in Engineering and BI & big data consulting & SI and were established in 2021.
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$1,000+$25 - $49 / hr10 - 49New York, NY
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See all 1 projectsPKISol provides advanced cybersecurity solutions and specializes in design, prototype, and blockchain ticketing services. Reviews highlight their exceptional project management, timely deliveries, and profound knowledge in Web3 technologies. Clients particularly appreciate PKISol's efficient communication, passion for their work, and the ability to understand and enhance customer experiences.
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$10,000+$25 - $49 / hr250 - 999Woburn, MA
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Techlogix is a Woburn, Massachusetts-based custom software development company. Established in 1996, the team provides Custom Software Development and Mobile App Development.
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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
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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.