To showcase the top big data companies in the United States, our team of 12 industry analysts evaluated each listing using five ranking criteria and insights from over 827 verified client reviews, transforming complex data into actionable insights.
Best United States Data Analytics Company Rankings
761 Companies-Rankings updated: September 21, 2026
Organic rankings are determined by five factors: top services, reviews, portfolio, awards/press, and team expertise. Sponsored listings pay for a placement that appears above organic positions. Sponsorship does not affect star ratings or review content - read more on our methodology page.
Auxis is a leading management consulting and outsourcing firm specializing in AWS consulting. We help senior executives achieve peak performance in their back office by providing services such as Nearshore Outsourcing, Cloud Computing, Shared Services, RPA, Help Desk & Desktop Support, and Finance &...
Transform your business digitally in the right way!
Transform your business digitally in the right way!
NeenOpal is your trusted strategic partner, facilitating digital transformation through data science and automation. From startups to established enterprises, we offer tailored solutions that unveil the power of data, empowering you to make informed decisions...
Simplifying Your Digital Evolution with Big Data Excellence.
Simplifying Your Digital Evolution with Big Data Excellence.
Trianz enables digital transformations through strategic excellence, powered by knowledge and innovation in Big Data. With a portfolio reflecting 'Digital Evolution Simplified' and over 2,500 successful global partnerships, we lead in leveraging Infrastructure, Cloud, Analytics, Digital, and Security to...
Synoptek is a leading global systems integrator, AWS consultant firm, and managed IT services provider with over two decades of experience. We partner with clients of all sizes, from mid-market to Fortune 100, offering comprehensive IT outsourcing, management, and consulting services. Our goal is to provide...
Coherent Solutions offers tailored software solutions to businesses worldwide, ranging from large enterprises to startups. With a focus on development, deployment, and consulting, our comprehensive services encompass various areas...
We specialize in Predictive Modeling, Marketing Analytics, Big Data Analytics, Advanced Analytics, Web Analytics, Data Science, Data Engineering, Artificial Intelligence and Machine Learning Applications...
Practical Advisors Working At The Confluence Of Finance And Information
Practical Advisors Working At The Confluence Of Finance And Information
cBEYONData is a purpose-built professional services company that specializes in supporting mission-driven agencies and organizations with the enhancement and automation of business processes, cloud migrations and enablement, business intelligence (BI), data management, data analytics, data mining, agile...
Kavi Global is a boutique business analytics solutions company. Our solutions automate data driven decision making enabling our clients to be more productive, profitable and competitive. The value we bring includes business and technology expertise, solutions delivery experience and a proven process framework...
Since its inception in 2009, Intelegencia has been transforming businesses through its service offerings in Technology, BPO, Back Office, Data and Cloud Engineering...
Helping to build meaningful & powerful solutions for the Commercial industry & the Federal Government. TDMK has adopted the mindset that the most successful solutions come from a strong relationship with our customers to ensure ample support now, and well into the future...
At EXL, our collaboration is built on ongoing listening and learning to adapt our methodologies. Whether your goals are scaling the use of AI and digital, data mining, redesign operating models, or driving better and faster decisions, were here to partner with you to help you gain and maintain competitive...
Vee Technologies is a premier consulting and professional services company, offering cutting-edge solutions to organizations around the world. With a powerful blend of people, processes and groundbreaking technology-enabled solutions, we streamline operations, increase cash flow & reduce costs...
Amplifi is an information management consultancy that helps the world’s leading brands, retailers, and manufacturers to harness and unleash the power of their #1 asset… THEIR DATA...
We embarked on a journey with a simple yet powerful mission - to make business transformation a reality. Driven by a passion to reimagine and reinvent, we disrupted traditional business models, creating superior products and experiences. Today, we stand tall as an MS-certified partner and a leading mobile app...
Alternova is a software company focused on the development of interactive digital health products and platforms. The company has a strong background in game engines and data analytics, bringing to the Digital Health industry products that are data driven, fun and easy to use...
Engineering customer-centric solutions through trusted relationships & technology that bridge the legacy of the past with the landscape of the future...
iPrevailed provides Innovative Solutions to entrepreneurs, startups, and businesses owners like yourself. Partnering with iPrevailed allows you to focus on your company’s core competencies while iPrevailed handles all of your technology, business and digital requirements so that you can prevail...
Incoho Lead Generation is designed to help companies accomplish this goal without draining internal resources that are better deployed selling. This service maintains a two-step process – the first is researching leads and developing the initial list. The second is to call into the target companies in order...
Real Problems, Real Solutions: Gray Analytics Is Meeting The Need
Real Problems, Real Solutions: Gray Analytics Is Meeting The Need
In a world filled with complex threats, Gray Analytics brings clarity to the critical mission of cybersecurity. As a cybersecurity risk management company, we provide best-practice services across a broad spectrum of cyber scenarios, from Supply Chain Intelligence to Enterprise Cybersecurity, for both...
Global Company Specializing in Tech-Enabled Professional Services
Global Company Specializing in Tech-Enabled Professional Services
Sikich is a global company specializing in technology-enabled professional services. Now with more than 1,900 employees, it draws on a diverse portfolio of technology solutions to deliver transformative digital strategies and ranks as one of the largest CPA firms in the United States...
We enhance our client’s digital experience by ideating and creating the most innovative software products leveraging emerging technologies and trends. We are the place where INNOVATION, DESIGN, and ENGINEERING meet the scale. We partner up with enterprises, startups, and organizations to develop digital...
Logiksavvy Solutions is a Nationally Certified Women's Business Enterprise (WBE) with 20+ years of experience in enterprise technology and business solutions...
brij is one of the largest Oracle ERP reseller and professional services practices in the United States. For over 35 years, Brij has provided in-depth technical and application sales, consulting, upgrades, systems support services, and project management all over the United States...
Network Synergy has been providing networking services and support since 1988. We pride ourselves in the quality of our service, which has led to the long-term relationships we enjoy with our customers, most of whom have been with us for more than ten years...
Founded in 1999, Softdel (A UNIDEL company) is a specialized technology company that partners with global industry players to engineer smart and connected products to power the “Internet of Things (IoT)”...
Collaborating for Lasting Impact in Business Consulting
Collaborating for Lasting Impact in Business Consulting
Join us at Deloitte, where we believe that our collective influence is the cornerstone of our value. With a rich legacy spanning over 175 years and a global network encompassing 150 countries, we empower remarkable achievements, solve complex problems, and drive meaningful progress for clients, professionals...
NOVUS is an independent media agency that architects growth with purpose where every media decision is intentional, measurable, and built for impact...
Rishabh Software is a full-service custom software development company with 20 + years of experience building enterprise solutions for global clients...
Democratising AI and Advanced Analytics for companies of all sizes, globally
Democratising AI and Advanced Analytics for companies of all sizes, globally
Founded by ex-Uber and ex-Deloitte employees, we are a full-stack provider of any Data or AI/ML needs (products or custom solutions) you may have. Be it Data Engineering, Machine Learning, Deep Learning, Advanced Analytics or Data Visualisation - we're here to help you take your company miles ahead of your...
A premier 21st Century Digital IT Services Firm committed to advancing healthcare IT interoperability and the quality of healthcare application development through powerful partnerships with HIT developers, healthcare providers and payer organizations...
We provide data, cloud, product, and quality engineering services for enterprises that need to transform with predictability. We partner with our customers on high-priority, high-visibility projects where failure is not an option. And we only work with customers who want a partner that is invested in the same...
Code District is one of the most renowned software development companies that provides the best technology solutions to accelerate your business. We have the best experts that can make customer-centric applications. Our services include software development, engagement models, enterprise solutions, and...
Orpical Group is a full-service digital marketing agency and business consulting firm based in New Jersey and Philadelphia. We specialize in branding, web design and development, custom software development, search engine optimization (SEO), pay per click management, and marketing automation...
The Leading Niche provides comprehensive professional services
The Leading Niche provides comprehensive professional services
The Leading Niche provides comprehensive professional services to federal, civilian, defense, and commercial clients in domestic and international markets. Our personnel deliver large business capabilities using a small business/high-touch approach. We provide an uncompromising commitment to “Customer...
Intelligaia is a CX Design company that works with Business Process Groups to transform the business value of their products. Intelligaia brings innovative DesignOps practices to bridge the gap between strategy and execution at speed and scale...
We help your business improve its unique processes and realize market advantages from your data by creating software and data analytics, data mining, solutions. Our software engineers design and develop new systems as well as updates or replacements for legacy systems...
NEX Softsys, a renowned software development company, works on the latest technology to provide various digital services, such as Java application development, Magento development, ASP.Net development, Big data, Data Mining, DevOps, Dynamics 365, ETL, QA testing, etc...
For over three decades, TMG has been the center of excellence for proven, dependable, and affordable Information Technology, Cybersecyrity, and Data Privacy solutions delivered by experienced, internationally certified professionals...
Digital Health Product Development, Data Analytics, and AI
Digital Health Product Development, Data Analytics, and AI
Estenda is a custom software development, data analytics, and AI firm focused on digital health. For 20+ years, Estenda has created award winning innovate software solutions for our customers combining our deep understanding of digital health, software development, data analytics, and AI expertise...
What services do big data analytics companies provide?
They provide services that turn structured and unstructured data into decision-making insights, including:
Data strategy & consulting: Defining business goals, identifying data sources, and planning analytics implementation.
Data warehousing & integration: Centralizing data from multiple sources for consistent, accessible analysis.
Business intelligence (BI) & reporting: Providing dashboards, reports, and KPIs that translate raw data into insights.
Prescriptive & predictive analytics: Using statistical models and machine learning to forecast trends and guide optimal decisions. 55% of organizations use ML and AI in their analytics processes.
Data visualization: Interactive charts and graphs simplify complex datasets, with over 39% of market revenue coming from this segment.
Data governance & compliance: Ensure data accuracy, privacy, and regulatory adherence, reducing data breaches by 50% and fraud by 40%, saving an estimated $10 billion annually.
Project complexity (real-time analytics, ML models cost more)
Team seniority and expertise
Data volume and infrastructure requirements
Tools and tech stack (e.g., Databricks, Snowflake)
Engagement length (long-term contracts may reduce hourly cost)
Location and sourcing (U.S.-based firms typically charge more than offshore)
How long does it take to see results from big data campaigns?
Most campaigns show early results within the first few months, while long-term initiatives deliver the greatest value as insights compound over time.
Timeline to Results
Typical Duration
What Can You Expect
Immediate wins
1-3 months
Data extraction, dashboards, automated reports, and early AI integrations
Measurable insights
4-12 months
Advanced analysis, model refinement, and insights that begin influencing strategic decisions.
Long-term impact
12+ months
Continuous optimization and compounding ROI from large-scale big data programs and enterprise analytics initiatives.
What industries do big data analytics companies serve in the US?
They mostly serve the following industries:
Healthcare: Personalizes treatments, reduces readmissions, and improves efficiency. The U.S. healthcare analytics market is projected to reach $79.23B by 2028 (CAGR 28.9%).
Financial Services: Supports fraud detection, risk scoring, compliance, and personalized offerings. Over 91% of financial firms use analytics, representing 32% of the global market.
Retail & eCommerce: Optimizes pricing, predicts demand, and personalizes marketing. Companies using advanced analytics see 5–6% higher sales and profit growth.
Manufacturing & Supply Chain: Enables predictive maintenance, inventory optimization, and process automation.
Telecommunications: Manages network traffic, reduces churn, and improves targeting. The telecom analytics market is expected to reach $155B by 2032 (50%+ CAGR).
Media and Entertainment: Streaming and gaming companies use big data to personalize content, optimize recommendations, and increase viewer engagement. Netflix, for example, uses analytics to guide viewing and save ~$1B annually.
How are big data analytics services different from traditional business intelligence (BI)?
Traditional BI focuses on reporting and dashboards built from historical, structured data. They help businesses track performance and understand what has already happened.
Big data companies handle much larger and more complex datasets, including unstructured and real-time data. It is used to identify patterns, predict outcomes, and support advanced decision-making.
Simply put, BI looks at past performance, while big data analytics focuses on scale, complexity, and future insights.
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