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
497 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.
Since 2014, MSOFT has created high-load, complex, and distributed systems for enterprise clients. We engage industry leaders in digital transformation, designing online platforms and products, automating processes, and developing smart strategies in a digital environment...
Insight Enterprises with deep expertise and end-to-end capabilities, is here to help you prepare for whats next.Insight Enterprises, Inc. is helping organizations accelerate their digital journey to modernize their business and maximize the value of technology...
Custom Software Development Company - Halcyon Technologies
Custom Software Development Company - Halcyon Technologies
Halcyon Technologies IT Professional service is committed to undertake projects based on technology competence and know-how abilities. Halcyon Technologies strive to improve your capability, help you achieve your objectives in minimum time possible, in a cost effective way and by providing a well responsive...
Data Concepts specializes in executing project solutions with expertise in Java, Microsoft, Open Source, Analytics, Cloud and Mobile technologies. Our consulting engagements comprise firm-fixed price projects, time & material engagements, and a managed service IT staffing model...
We offer Web Scraping & Data Extraction Services like Amazon Data Scraping, eBay, Travel, Real Estate & All type of Services per Client’s Requirement...
CCS IT, a GSA-certified and minority-owned firm from South Florida, champions excellence in Government IT. With an ethos of trust, efficiency, and value, we bridge your path to digital transformation...
At Cinnova, we treat your business as our own, combining design-thinking, engineering, and business acumen to solve complex challenges. Our flexible engagement models ensure tailored solutions that drive growth and efficiency...
Trident Consulting Inc. is a San Ramon, Californiabased staffing and talent-acquisition company thats 100% woman- and minority-owned. Since 2005, it has specialized in filling hard-to-staff IT roles and delivering diverse, vetted technology, engineering, and infrastructure professionals to enterprises and...
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)”...
Softweb Solutions Inc, an Avnet company, drives innovation through advanced data science and AI to accelerate business growth in the evolving digital landscape...
Mutually Human is a digital engineering firm that helps organizations transform business challenges into competitive advantages through intelligent technology...
Azilen Technologies is a prominent enterprise AI development company that takes pride in delivering exceptional AI, Data, and HRTech solutions to organizations seeking digital transformation...
Driving customer and employee loyalty with connected digital workflows. Digital workflows are the building blocks for modern customer and employee experiences...
Revolutionizing Banking With Practical Innovation.
Revolutionizing Banking With Practical Innovation.
At Experion Technologies, we specialize in future-proofing finance app development that revolutionizes the banking industry. We leverage the latest technologies and design principles to deliver truly innovative solutions that meet the needs of our customers. Our expertise in product engineering and digital...
At Onetree, we are a technology services and consulting company that leverages our expertise and knowledge in software development and UI/UX design to assist clients across a wide range of industries in more than 10 countries. Our goal is to provide high-quality solutions that help our clients achieve their...
A luminary in government custom software development, GP Solutions is a European powerhouse known for superior software development and IT consulting. Our expertise spans across industries like Finance, Healthcare, and Automotive. Tailoring our services, from Web Development to Team Outstaffing, we ensure...
Since its inception in 2009, Intelegencia has been transforming businesses through its service offerings in Technology, BPO, Back Office, Data and Cloud Engineering...
Kellton is a publicly listed, CMMI Level 5, and ISO 9001:2015 certified global company, providing cutting-edge AI and digital transformation solutions and services in strategy, consulting, digital, and technology...
Digital Aquila is a growing Salesforce partner build by Salesforce experts from the US, Canada and Europe, we serve as one-stop shop for all your needs pertinent to Marketing Automation and Salesforce marketing automation tools...
KMS Technology offers a comprehensive array of solutions, including AI & Machine Learning, DevOps, Mobile App Development, Software Testing, Salesforce Development, MVP Product Development, Platform Modernization, Data Analytics, and Software Engineering...
3XM Group is a leading software development company with offices in the US and Argentina. With more than 9 years of experience. We work on the design, development, and deployment of cutting-edge technology solutions...
ATEM provides strategic guidance and highly skilled technology consultants who transform gaps into solutions to solve clients most complex business challenges and problems...
Coastal Cloud is re-inventing the technology consulting services approach. They creatively implement the latest cloud-based technologies to help their clients be more successful...
Technology Ally is your trusted ally in outsourcing software solutions. We specialize in building and maintaining web and mobile software solutions for small and medium-sized businesses. Our team is passionate about codes and logic, enabling us to deliver feature-rich, error-free, and high-quality solutions...
RealizedAI is a Jacksonville-based consulting firm that builds AI-powered financial operations for healthcare practices and small businesses. We connect your billing, banking, and payroll data into one system, then find where money is leaking. For our first healthcare client we matched 98% of payments to bank...
Our expert team provides full-cycle product development and support services as well as assistance in completing your projects from any phase on time and on budget. CPs 8+ years career comes with a blend of hard work, technology adaption, Trust & support that it has provided to its customer. With the...
Compoze Labs is a software development company with expertise in app and website development, integration, and UX/UI. We aim to streamline as much of the process as possible to get you a secure, quality product in a timely manner. Our team has worked with a large variety of companies on a range of products...
Persistent Systems, a renowned global leader in software product development and technology services. Delve into our innovative offerings to stay ahead in the ever-evolving landscape of technology...
Marra Global assists businesses in transitioning to the business model of the 21st century and beyond. We are experts in a wide variety of fields, including but not limited to Salesforce®, Data Analytics, Cyber Security, and Digital Marketing. We produce digital goods & improve digital services. Our group...
We are a boutique consulting and technology firm having offices in US and India. We craft custom cloud based software and mobile digital solutions for enterprises. Our objective is always to create remarkable value for our clients (and their customers) by leveraging cloud and mobile technology, digital media...
A Trusted digital transformation partner of global enterprises with expertise in Native Web and Mobile Applications, AI & Machine Learning services hosted on AWS and Azure Cloud, and product implementations...
Izell Marketing Group provides digital marketing consultation for businesses with big ideas and limited budgets. We develop an effective and low-cost strategy to scale by identifying online marketing opportunities and assessing their potential...
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...
ConvergeSol is a US-based technology consulting and custom software development company specializing in AI, SaaS, cloud, Salesforce, and enterprise applications. We build, modernize, and manage secure, scalable solutions for startups, SMBs, and enterprises...
Blazeclan Technologies stands as a dynamic force in the realm of cloud consulting and managed services, serving as a catalyst for businesses' digital transformation journeys with cutting-edge cloud solutions. With a commitment to innovation and excellence, we propel organizations forward, enabling them to...
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...
Delivering AI Infused Solutions To Improve Business Outcomes
Delivering AI Infused Solutions To Improve Business Outcomes
Since 1997, the Dayhuff Group has been on top of the IBM ECM consultancy game, lending cloud innovations with advanced AI and Business Automation solutions. As a cloud-native firm, we guide clients in revitalizing applications and data, leveraging premium technologies from IBM, AWS, and Google...
The Single Source For Your Business Technology Needs
The Single Source For Your Business Technology Needs
Congruent Software, headquartered in Bellevue, WA, delivers software development and IT consulting to global enterprises. With 30+ years and 3,000+ projects, the Microsoft and Salesforce partner specializes in AI, cloud, custom apps, data analytics, Dynamics 365, Salesforce and SharePoint...
Creating insightful approaches to operational efficiencies, risk management, and compliance.
Creating insightful approaches to operational efficiencies, risk management, and compliance.
HORNE is a decidedly different CPA and business advisory firm that is changing expectations about accounting. Clients trust us to meet their needs with foresight, straight talk and collaboration. In every engagement, our team members work to create insightful approaches to operational efficiencies, risk...
We're based in New York and were named one of the top performing app dev agencies for startups by the GoodFirms. Check out some of the awesome work we did here https://bromin7.com...
MIA Solutions is an advanced technology services company that provides innovative systems, solutions, and services to government, business, and industry customers. MIA has a proven track record of providing a full range of high-quality information technology support, software development, and systems...
Shokworks is a hands on partner for technology scale-ups in late Seed, Series A and even Series B stages to achieve traction and scale. Shokworks develops result-driven products for entrepreneur, startups and enterprises. We delivers custom software development, technology outsourcing and IT consulting...
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...
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.
ReceiveProposals
For your project
1
Specify your budget, timeline and project requirements
2
Our experts curate a list of up to 5 most qualified candidate agencies
3
We connect you with them so you can choose the most suitable partner