Top Big Data Analytics Companies in the USA

Researched by:Goodfirms Research TeamUpdated:September 22, 2026

Goodfirms has reviewed 1,937 Big Data Analytics Companies in the USA as of September 2026. The top-ranked firm is Instinctools (4.9 stars, 27 verified reviews, $25 - $49/hr, founded 2000, Potomac). Across the category, the median hourly rate is $37, median client rating is 4.8, and 45% of firms employ 50+ members. Explore the vetted Big Data Analytics Companies in the USA below, compare their strengths, and connect with the provider best suited to your requirements.

There are many big data analytics firms in the USA whose experience and expertise can be leveraged to develop the most innovative solutions and strategies. However, to select the right firm, you need reliable data to carry out an accurate assessment. Hence, Goodfirms has utilized its market research to prepare a list of proficient big data developers in the United States to help your search. Review this list to examine critical client reviews and an analysis that will provide the most accurate picture of the quality of our services. Examine this list of top big data companies in the United States and save yourself from the hassle of researching to find the right partner for your business.

Goodfirms has verified 1,937 Big Data Analytics Companies in the USA - part of 5,820+ Big Data Analytics Companies, each passing Goodfirms' 4-step verification process (background check, client interviews, portfolio audit, ongoing quality review). Listings marked "Sponsored" are agencies that pay for premium placement - sponsorship does not affect star ratings or review content.

Top 10 at Glance

Compare the highest-ranked firms first side by side.

Rank
Company
Rating
Reviews
Hourly Rate
Team Size
Founded
Location
Action

List of Top Big Data Analytics Service Providers in the USA

Find a Big Data & BI Company Near you
Find a Big Data & BI Company Near you
Service
Hourly Rate
Employees
ReviewsAll Companies
Industry
Client Type
  • DataRobot powers the AI-driven enterprise. Its breakthrough invention of automated machine learning empowers users throughout the organization to consistently make business decisions unmatched in simplicity, speed, and accuracy.

    DataRobot powers the AI-driven enterprise. Its breakthrough invention of automated machine learning empowers users throughout ... read DataRobot reviews & insights

    $50 - $99/hr
    250 - 999
    2012
    Boston, United States
  • Razorthink is an Enterprise AI Systems company that powers organizations with Deep Learning intelligent systems that drive superior decisions, highly efficient processes, and ideal outcomes. Razorthink Big Brain enables companies to rapidly create Expert AIs that solve data analysis challenges previously impossible using traditional analytics or data science technologies. Razorthink Expert AIs include Customer Predictions, ... read Razorthink Inc reviews & insights

    Razorthink is an Enterprise AI Systems company that powers organizations with Deep Learning intelligent systems ... read Razorthink Inc reviews & insights

    NA
    50 - 249
    2015
    Burlingame, United States
  • Atlas Systems provides innovative solutions designed to support your business needs. We offer a level of flexibility, intelligence and brilliance that few can match, with solutions that easily adapt to your system, budget and schedule. For over a decade, we have provided strategic software solutions and technology services that have helped our clients achieve measurable ... read Atlas systems reviews & insights

    Atlas Systems provides innovative solutions designed to support your business needs. We offer a level ... read Atlas systems reviews & insights

    $100 - $149/hr
    250 - 999
    2003
    Princeton, United States
  • BriteCore delivers a cloud-native core insurance platform for P&C insurers that unlocks business growth, delivers greater productivity, and provides a modern customer experience. With the BriteCore Platform, insurers easily administer policies, manage billing and claims, rapidly configure new products, and access detailed reporting and analytics in an all-in-one core system, including agent and policyholder portals. ... read BriteCore reviews & insights

    BriteCore delivers a cloud-native core insurance platform for P&C insurers that unlocks business growth, delivers ... read BriteCore reviews & insights

    $50 - $99/hr
    10 - 49
    2004
    Springfield, United States
  • Lexalytics leads the space in solving the AI hard problem of text analytics and natural language processing. Use cases span from social listening to survey analysis. The Lexalytics Intelligence Platform does the right work right away.

    Lexalytics leads the space in solving the AI hard problem of text analytics and natural ... read Lexalytics reviews & insights

    $50 - $99/hr
    10 - 49
    2003
    Boston, United States
  • Our team of inquisitive data analysts, data engineers and data scientists have guided over 100 clients across multiple industries. Over the decades, we’ve developed a pragmatic and interdisciplinary approach for each initiative, including metadata management, master data management and SOA. Unique Solution Regardless of your business needs, we will be able to provide valuable solutions ... read DataFactZ reviews & insights

    Our team of inquisitive data analysts, data engineers and data scientists have guided over 100 ... read DataFactZ reviews & insights

    $50 - $99/hr
    250 - 999
    Northville, United States
  • Syntelli’ means ‘SYNchronizing InTELLIgence with Data’. We make companies smarter by unlocking the value of their data. With a high-performing team that brings deep leadership experience, we orchestrate radical business strategies, leveraging the latest in data science, artificial intelligence, machine learning, IoT, data engineering, predictive analytics, and visualization techniques to enable better, faster business decisions ... read Syntelli Solutions Inc. reviews & insights

    Syntelli’ means ‘SYNchronizing InTELLIgence with Data’. We make companies smarter by unlocking the value of ... read Syntelli Solutions Inc. reviews & insights

    $50 - $99/hr
    50 - 249
    2005
    Charlotte, United States
  • InfoCision is an award-winning contact center partner trusted by leading brands for over 35 years. With locations in the Midwest US and Puerto Rico, we expertly handle millions of customer interactions, providing the best-in-class service and delivering outstanding experiences at every opportunity. Whether it’s customer care, consumer or business sales, direct response, or fundraising and ... read InfoCision reviews & insights

    InfoCision is an award-winning contact center partner trusted by leading brands for over 35 years. ... read InfoCision reviews & insights

    $150 - $199/hr
    1,000 - 9,999
    1982
    Akron, United States
  • NetApp is the data authority for hybrid cloud. We provide a full range of hybrid cloud data services that simplify management of applications and data across cloud and on-premises environments to accelerate digital transformation. Together with our partners, we empower global organizations to unleash the full potential of their data to expand customer touchpoints, foster ... read Net App reviews & insights

    NetApp is the data authority for hybrid cloud. We provide a full range of hybrid ... read Net App reviews & insights

    $300+/hr
    10000+
    1992
    Sunnyvale, United States
  • The U.S. Telecom & Cable Industry is highly competitive. Into this context, Telogical Systems provides unique data and specialized tools that help our clients optimize their sales and retention processes in order to sell more, retain more, and discount less.

    The U.S. Telecom & Cable Industry is highly competitive. Into this context, Telogical Systems provides ... read Telogical systems reviews & insights

    $100 - $149/hr
    50 - 249
    2000
    Tysons Corner, United States
  • Founded in 1963, Data Systems Analysts, Inc. (DSA) has been providing Defense and Federal Government customers’ mission-driven Information Technology and consulting solutions and services for more than 50 years. DSA's people excel in helping our customers achieve sensitive, mission-critical business goals and objectives. DSA is a 100 percent employee-owned company: every employee has a stake ... read DSA reviews & insights

    Founded in 1963, Data Systems Analysts, Inc. (DSA) has been providing Defense and Federal Government ... read DSA reviews & insights

    $150 - $199/hr
    250 - 999
    1963
    Colorado Springs, United States
  • Whether it’s Big Data Strategy, Data Engineering or Machine Learning; we help you strategize the right architectures, algorithms and visuals for an end-to-end advanced analytical solution. Augment your inner Data Scientist with Intuceo-Ax self-service AI. Intuceo-Ax is a cloud based, fully-automated and easy-to-use augmented analytics tool that allows businesses to conduct rapid analytic studies and ... read Intuceo reviews & insights

    Whether it’s Big Data Strategy, Data Engineering or Machine Learning; we help you strategize the ... read Intuceo reviews & insights

    $100 - $149/hr
    50 - 249
    Jacksonville, United States
  • Cube CSI is focused on providing Advanced Analytics, Business Intelligence, Enterprise Search Solutions and services in the ERP, Mobile and Custom Applications Development. Our solutions transition enterprises from “data rich” to “insight rich” and “gain knowledge to take action”, reducing costs by driving quality & productivity. We provide top line growth for our clients by ... read ICube Consultancy Services reviews & insights

    Cube CSI is focused on providing Advanced Analytics, Business Intelligence, Enterprise Search Solutions and services ... read ICube Consultancy Services reviews & insights

    $100 - $149/hr
    10 - 49
    1997
    Jacksonville, United States
  • NLP Logix is an advanced analytics and machine learning solutions company. We offer solutions to automate your work, read and interpret your documents, streamline your workflows, compile your information, and help you make better decisions. At NLP Logix, Data Science is a Team Sport®. We take a team approach to Data Science. Think of our ... read NLP Logix reviews & insights

    NLP Logix is an advanced analytics and machine learning solutions company. We offer solutions to ... read NLP Logix reviews & insights

    $50 - $99/hr
    10 - 49
    2011
    Jacksonville, United States
  • Alight Analytics® delivers advertising agencies and brands powerful, actionable marketing analytics through ChannelMix®, the world’s first marketing data management platform. ChannelMix eliminates cumbersome data gathering by combining online data, offline data, sales data and custom data sources together systematically for a single source of truth, reducing the hours marketers spend each day prepping data for ... read Alight Analytics reviews & insights

    Alight Analytics® delivers advertising agencies and brands powerful, actionable marketing analytics through ChannelMix®, the world’s ... read Alight Analytics reviews & insights

    $50 - $99/hr
    10 - 49
    2007
    Kansas City, United States
  • FanThreeSixty offers data-driven solutions for every touchpoint throughout the fan journey. Created by sports and tech veterans, we change the way sports and entertainment brands act on fan data. Our industry-leading fan engagement platform creates a 360-degree view of the fan, leading organizations to actionable insights that create remarkable fan experiences. We are analysts, tech ... read FanThreeSixty reviews & insights

    FanThreeSixty offers data-driven solutions for every touchpoint throughout the fan journey. Created by sports and ... read FanThreeSixty reviews & insights

    $100 - $149/hr
    50 - 249
    2011
    Kansas City, United States
  • Splash Analytics is a data analytics company founded with a mission of making profitable use of the millions of data points that our clients capture every day. Our expertise lies in our ability to uncover hidden patterns, trends and inconsistencies in data from all sources allowing us to build predictive models that can then be ... read Splash Analytics reviews & insights

    Splash Analytics is a data analytics company founded with a mission of making profitable use ... read Splash Analytics reviews & insights

    $50 - $99/hr
    10 - 49
    2012
    Louisville, United States
  • AE Business Solutions is a locally owned, Wisconsin based company bringing innovative solutions to business problems. Focused on solutions that drive costs out of IT, AE Business Solutions has brought value to enterprise companies since 1949. AE Business Solutions has 4 main Centers of Excellence: - Data center - Security & Network Solutions - Business ... read AE Business Solutions reviews & insights

    AE Business Solutions is a locally owned, Wisconsin based company bringing innovative solutions to business ... read AE Business Solutions reviews & insights

    $100 - $149/hr
    50 - 249
    1949
    Madison, United States
  • Elevate your business with Nashville Analytics' expert Data Strategy & Roadmap Design services, tailored to unleash the full potential of your organization's data for sustainable growth and innovation. We take the time to learn your business, linking your data initiatives to high- level OKRs and creating actionable transparency across all your business units. We understand ... read Nashville Analytics, LLC reviews & insights

    Elevate your business with Nashville Analytics' expert Data Strategy & Roadmap Design services, tailored to ... read Nashville Analytics, LLC reviews & insights

    $25 - $49/hr
    2 - 9
    2017
    Nashville, United States
  • NITS Solutions unlocks what you already know. Combining unrivaled analytics, proprietary software and industry expertise, we help businesses find the opportunity hidden inside their data. Our custom data management technology and marketing experience allows us to maximize this untapped resource, to design and implement programs that enable our clients to blaze new paths for growth. ... read NITS Solutions reviews & insights

    NITS Solutions unlocks what you already know. Combining unrivaled analytics, proprietary software and industry expertise, ... read NITS Solutions reviews & insights

    $50 - $99/hr
    50 - 249
    2009
    Grand Rapids, United States
  • Kinney Group is a solutions-oriented professional services consulting firm specializing in automation and analytics to harness the power of IT in the cloud to improve lives. Security is in Kinney Group's DNA, enabling the company to integrate the most advanced automation, analytics, and infrastructure technologies as an optimized solution powering IT-driven mission and business processes ... read Kinney Group, Inc. reviews & insights

    Kinney Group is a solutions-oriented professional services consulting firm specializing in automation and analytics to ... read Kinney Group, Inc. reviews & insights

    $100 - $149/hr
    50 - 249
    2006
    Indianapolis, United States
  • Partnering with the best means growth for our clients. We serve as strategic advisors and technical experts on the latest marketing technology and integrate our data and identity products into cloud solutions. Plus, you can find and activate our data in leading ad technology platforms. The best news is brands don’t have to wait to ... read Acxiom reviews & insights

    Partnering with the best means growth for our clients. We serve as strategic advisors and ... read Acxiom reviews & insights

    $100 - $149/hr
    1,000 - 9,999
    1969
    Little Rock, United States
  • Periscopic is a socially conscious data visualization firm that specializes in using technology to help companies and organizations facilitate information transparency and public awareness. From endangered species, to politics, to social justice, it is our goal to engage the public and deliver a message of responsibility and action.

    Periscopic is a socially conscious data visualization firm that specializes in using technology to help ... read Periscopic reviews & insights

    $50 - $99/hr
    10 - 49
    2004
    Portland, United States
  • Founded in 1993, R Systems is a global technology and analytics services company. We have transformed our clients'​ businesses worldwide, by helping them speed up time-to-market of their applications/ products, overcome digital barriers and create business value with our specialized offerings & business approach.

    Founded in 1993, R Systems is a global technology and analytics services company. We have ... read Rsystems reviews & insights

    < $25/hr
    1,000 - 9,999
    1993
    El dorado Hills, United States
  • Our goal is simple. Help business tap the full potential of their software and systems. At Agile IT, we’re not only experts in the cloud, we provide services that have a deep impact on your bottom line, including business automation, data, integration and intelligence.

    Our goal is simple. Help business tap the full potential of their software and systems. ... read Agile IT reviews & insights

    < $25/hr
    10 - 49
    2006
    San Diego, United States
  • Jet Global delivers total data access and control from Microsoft Dynamics so board members, executives, finance professionals, and managers can make decisions at the speed of business without the need for bottlenecked technical resources, or data expertise. Empowering users and making them instantly successful and productive, we leverage industry-leading tools like Excel and Power BI, ... read Jet Global reviews & insights

    Jet Global delivers total data access and control from Microsoft Dynamics so board members, executives, ... read Jet Global reviews & insights

    $100 - $149/hr
    50 - 249
    2002
    Portland, United States
  • We’re partners in transformation. We help clients activate ideas and solutions to take advantage of a new world of opportunity. We are a team of 80,000 strong, working with over 6,000 clients, including 80% of the Fortune 500, across North America, Europe and Asia. As an industry leader in Full-Stack Technology Services, Talent Services and ... read TEK systems reviews & insights

    We’re partners in transformation. We help clients activate ideas and solutions to take advantage of ... read TEK systems reviews & insights

    < $25/hr
    1,000 - 9,999
    1983
    Albuquerque, United States
  • At Beyond the Arc, we help our clients sharpen their focus to make improvements that matter most to their customers. Through our strategy consulting, advanced analytics, and effective communications, our clients can differentiate their business and win in competitive markets.

    At Beyond the Arc, we help our clients sharpen their focus to make improvements that ... read Beyond the arc reviews & insights

    < $25/hr
    10 - 49
    San Francisco, United States
  • Graviton Consulting Services is an information technology company specializing in PeopleSoft Applications. We offer upgrade and implementation services for our clients.

    Graviton Consulting Services is an information technology company specializing in PeopleSoft Applications. We offer upgrade ... read Graviton reviews & insights

    < $25/hr
    10 - 49
    2010
    Sacramento, United States
  • Management Science Associates, Inc. is a diversified information management company that for over five decades has given market leaders the competitive edge in data management, advanced analytics and technology.

    Management Science Associates, Inc. is a diversified information management company that for over five decades ... read Management science associates (MSA) reviews & insights

    $25 - $49/hr
    250 - 999
    1963
    Pittsburgh, United States
  • Burcamp offer sales, consulting, development, implementation, and maintenance with Infor CloudSuite (SyteLine) Industrial, Business, Facilities, and Property Management. We specialize in Customer Relationship Management (CRM), Enterprise Resource Planning (ERP), Project Systems, Business Intelligence, and Application Development. We provide our clients with productive, easy to use, and secured business solutions. We think of our clients as ... read Burcamp reviews & insights

    Burcamp offer sales, consulting, development, implementation, and maintenance with Infor CloudSuite (SyteLine) Industrial, Business, Facilities, ... read Burcamp reviews & insights

    < $25/hr
    2 - 9
    2015
    San Antonio, United States
  • InfoObjects is an award-winning consulting company with focus on Big Data, IoT and public cloud. Our core expertise on big data side lies in Apache Kafka, Apache Spark and Apache Hadoop stack. We are pro public cloud and have tons of expertise in cloud migration.

    InfoObjects is an award-winning consulting company with focus on Big Data, IoT and public cloud. ... read InfoObjects Inc. reviews & insights

    $150 - $199/hr
    250 - 999
    2005
    San Jose, United States
  • Sense Corp powers insight-driven organizations. We turn data into actionable insights and transform organizations for the digital era. Our people, culture, and how we engage with our clients are differentiators. Brilliant, Creative, Human, and Fun exemplify who we are. Regularly recognized as a Best Place to Work, we have operations in Austin, Columbus, Dallas, Houston, ... read Sense Corp reviews & insights

    Sense Corp powers insight-driven organizations. We turn data into actionable insights and transform organizations for ... read Sense Corp reviews & insights

    $100 - $149/hr
    50 - 249
    1996
    St. Louis, United States
  • With Advaiya’s integrated Dynamics 365 customer insights, transform your business by providing it with a modernized approach. Unify customer data from multiple sources Gain a holistic view of each customer by accessing deeper insights into the respective customer’s history, interests and interactions. Discover new customer segments, predict customer intent, identify the next best actions, provide ... read Advaiya Solutions reviews & insights

    With Advaiya’s integrated Dynamics 365 customer insights, transform your business by providing it with a ... read Advaiya Solutions reviews & insights

    $50 - $99/hr
    50 - 249
    2005
    Bellevue, United States
  • Evisort is an AI-powered contract management company founded in 2016 by Harvard Law and MIT researches to develop artificial intelligence (AI) algorithms to help companies mine contracts for data. Evisort's AI understands meaning and context in legal language, virtually eliminating the need to read contracts.

    Evisort is an AI-powered contract management company founded in 2016 by Harvard Law and MIT ... read Evisort reviews & insights

    NA
    10 - 49
    2016
    San Carlos, United States
  • We are a boutique IoT Product Development firm fueled by a team of business-driven technology professionals delivering exceptional value for our customers and partners. We help organizations to overcome challenges when it comes to building innovative IoT, Big Data and Visualization products, and innovating after launch. Our proven track record speaks for itself, and with ... read KLIKA TECH reviews & insights

    We are a boutique IoT Product Development firm fueled by a team of business-driven technology ... read KLIKA TECH reviews & insights

    $25 - $49/hr
    50 - 249
    2013
    Miami, United States
  • At Micro Strategies, we provide expert IT solutions that help businesses tackle digital transformation in the best way possible. We particularly address the needs of clients in strategic areas including analytics, security, hybrid IT, business process and content services and managed services. With over three decades of experience, Micro Strategies is confident in delivering the ... read Micro Strategies Inc. reviews & insights

    At Micro Strategies, we provide expert IT solutions that help businesses tackle digital transformation in ... read Micro Strategies Inc. reviews & insights

    NA
    50 - 249
    1983
    Morristown, United States
  • Brighterion’s artificial intelligence platform is the only solution to overcome the limits of legacy machine learning, and to allow personalization and self-learning with real-time insights.

    Brighterion’s artificial intelligence platform is the only solution to overcome the limits of legacy machine ... read Brighterion reviews & insights

    < $25/hr
    50 - 249
    2000
    San Francisco, United States
  • Optimize spend and customer engagement with an intelligent marketing analytics platform. Unify performance data, automate reporting, and identify cost-saving and performance optimization opportunities with AI insights. With Marketing Intelligence's robust analytic suite, easily map and harmonize all of your marketing and business data to generate a complete view of your marketing performance. Increase efficiencies through ... read Datorama reviews & insights

    Optimize spend and customer engagement with an intelligent marketing analytics platform. Unify performance data, automate ... read Datorama reviews & insights

    $100 - $149/hr
    50 - 249
    2012
    NYC, United States
  • Pluto7 is a services and solutions company focused on building machine learning, artificial intelligence, and analytics solutions to accelerate business transformation.

    Pluto7 is a services and solutions company focused on building machine learning, artificial intelligence, and ... read Pluto7 reviews & insights

    < $25/hr
    10 - 49
    2005
    San Jose, United States
  • Several years ago our CEO and Founder, Ryan Fontaine, was involved in a horrific car crash. Being ever the optimist Ryan decided to try to make the best of a very bad situation. While enduring several surgeries and nearly 3 years of physical therapy he noticed a common problem with nearly every Insurance company, Hospital, ... read Citadel Analytics reviews & insights

    Several years ago our CEO and Founder, Ryan Fontaine, was involved in a horrific car ... read Citadel Analytics reviews & insights

    < $25/hr
    2 - 9
    Dallas, United States
  • Quantiphi is an award-winning applied AI and big data software and services company driven by the desire to solve transformational problems at the heart of business. Its signature approach combines deep industry experience, disciplined cloud and data-engineering practices and cutting-edge Machine Learning research to achieve quantifiable impact at unprecedented speed.

    Quantiphi is an award-winning applied AI and big data software and services company driven by ... read Quantiphi reviews & insights

    $150 - $199/hr
    1,000 - 9,999
    2013
    Marlborough, United States
  • Out here, the answers don’t come easy. It takes an incredible depth of know-how. We need to know every detail about how heavy industry operates. About the machines that help us do the heavy lifting.

    Out here, the answers don’t come easy. It takes an incredible depth of know-how. We ... read Uptake reviews & insights

    < $25/hr
    250 - 999
    2014
    Chicago, United States
  • Maestro is a full-service Software Solutions company specializing in Big Data helping diverse clients with integration, application management, data analytics, customized product development and innovation. We have served multiple industry verticals with business needs involving Machine Learning, Blockchain, CyberSecurity and Deep Learning projects. Guided by intent to foster long term relationships built upon mutual trust, ... read Maestro Technologies reviews & insights

    Maestro is a full-service Software Solutions company specializing in Big Data helping diverse clients with ... read Maestro Technologies reviews & insights

    < $25/hr
    50 - 249
    Mercer County, United States
  • BrookeWealth Global, LLC is a privately-owned global management consulting firm that was founded in 2019, and headquartered in Miami, Florida. The name of the company derived from the surname of the founder and executive consultant, Adam Brooke. BrookeWealth Global works with business leaders and leading organizations worldwide that are shaping the future marketplace. With collaboration ... read BrookeWealth Global, LLC reviews & insights

    BrookeWealth Global, LLC is a privately-owned global management consulting firm that was founded in 2019, ... read BrookeWealth Global, LLC reviews & insights

    $100 - $149/hr
    2 - 9
    2019
    Tampa, United States
  • We are Mission. An AWS Premier Consulting Partner with deep know-how in launching and harnessing the power of the cloud. We passionately believe that cloud technology is the greatest business transformation tool. Not only can we architect, migrate, manage and optimize your cloud environments, but we also immerse ourselves in understanding your company’s mission, help ... read Mission Cloud reviews & insights

    We are Mission. An AWS Premier Consulting Partner with deep know-how in launching and harnessing ... read Mission Cloud reviews & insights

    NA
    50 - 249
    2018
    El Segundo, United States
  • Smart business decisions are not based on vision alone. They are informed by revealing insights and actionable intelligence, so you can move your business forward with clarity, confidence, and precision. But what if you don’t have all the answers—or even know the right questions to ask? Pathfinder is your guide to better business performance. We’re ... read Pathfinder Company reviews & insights

    Smart business decisions are not based on vision alone. They are informed by revealing insights ... read Pathfinder Company reviews & insights

    < $25/hr
    2 - 9
    Buffalo, United States
  • IQS Research is a market research and data analytics firm based in Louisville, KY. At IQS Research we serve prominent organizations that are trying to create change. Sometimes this change is internal; they want to increase employee engagement to facilitate market growth, reduce employee turnover or increase productivity of departments working together. In other cases ... read IQS Research reviews & insights

    IQS Research is a market research and data analytics firm based in Louisville, KY. At ... read IQS Research reviews & insights

    < $25/hr
    2 - 9
    Louisville, United States

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Industry ContendersIndustry LeadersUpcoming AchieversMarket Influencers
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The four quadrants explained

Each card shows the count of firms in that quadrant and the top 5 by composite score.

Industry Leaders
Top-right · Both axes ≥ 50
0FIRMS

Strong on both Core Competencies and 360-Performance. These firms have proven track records, deep specialisation, and solid client outcomes. Default recommendation for most buyers.

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No firm has cleared the Leaders threshold (≥ 50 on both axes) in this category yet. The 8 highest-scoring firms overall are shown below.

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Algorithm at a glance
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X-axis (Core Competencies): Service Focus Ratio + Portfolio Depth + Quality + Experience
2
Y-axis (360-Performance): Client Reviews + Market Presence + Goodfirms Score
3
Missing signals are excluded from a firm's score, not substituted with defaults - weights redistribute across remaining inputs
4
Recency decay over the last 18 months keeps stale reviews from dominating
5
Eligibility floor: ≥ 1 published review in this category scope

Where the firms are.

Bubble size shows how many firms each country has; colour shows its average hourly rate. Tap any country for its firm count, average rate, rating, and Value Score.

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All states ranked by Value Score.

Every state in scope, ranked by Value Score.

StateFirmsAvg RateAvg RatingValue ScoreAction
USGeorgia60$52/hr579View firms
USNew Hampshire2$37/hr578View firms
USMaryland30$61/hr576View firms
USDelaware53$63/hr576View firms
USCalifornia346$66/hr4.875View firms
USTexas213$67/hr4.874View firms
USOhio59$67/hr4.974View firms
USNew Jersey93$81/hr573View firms
USWashington66$63/hr4.873View firms
USPennsylvania66$55/hr4.773View firms
USWyoming24$69/hr573View firms
USNew Mexico5$60/hr573View firms
USNew York134$64/hr4.772View firms
USVirginia65$80/hr572View firms
USNorth Carolina39$77/hr572View firms
USIllinois91$86/hr571View firms
USMassachusetts73$79/hr4.971View firms
USArizona20$76/hr571View firms
USLouisiana6$30/hr-71View firms
USUtah14$76/hr571View firms
USWashington DC27$40/hr-71View firms
USFlorida128$81/hr4.870View firms
USMissouri26$83/hr570View firms
USMinnesota27$82/hr570View firms
USMichigan39$79/hr4.868View firms
USTennessee11$94/hr566View firms
USKentucky20$49/hr-66View firms
USIdaho2$37/hr-66View firms
USHawaii1$37/hr-65View firms
USSouth Carolina14$102/hr564View firms
USKansas9$50/hr-64View firms
USColorado35$57/hr4.263View firms
USOregon14$106/hr563View firms
USIndiana16$114/hr561View firms
USRhode Island2$106/hr560View firms
USWisconsin24$72/hr-58View firms
USNevada12$67/hr-58View firms
USOklahoma11$69/hr-57View firms
USConnecticut17$74/hr-56View firms
USNebraska10$75/hr-55View firms
USAlabama2$75/hr-51View firms
USWest Virginia1$75/hr-50View firms
USMaine8$100/hr-44View firms
USArkansas7$111/hr-40View firms
USAlaska3$125/hr-33View firms
USMontana1$125/hr-31View firms
USIowa1$125/hr-31View firms
USMississippi1--8View firms
USGeorgia
60 firms$52/hr5
Value Score79 / 100
USNew Hampshire
2 firms$37/hr5
Value Score78 / 100
USMaryland
30 firms$61/hr5
Value Score76 / 100
USDelaware
53 firms$63/hr5
Value Score76 / 100
USCalifornia
346 firms$66/hr4.8
Value Score75 / 100
USTexas
213 firms$67/hr4.8
Value Score74 / 100
USOhio
59 firms$67/hr4.9
Value Score74 / 100
USNew Jersey
93 firms$81/hr5
Value Score73 / 100
USWashington
66 firms$63/hr4.8
Value Score73 / 100
USPennsylvania
66 firms$55/hr4.7
Value Score73 / 100
USWyoming
24 firms$69/hr5
Value Score73 / 100
USNew Mexico
5 firms$60/hr5
Value Score73 / 100
USNew York
134 firms$64/hr4.7
Value Score72 / 100
USVirginia
65 firms$80/hr5
Value Score72 / 100
USNorth Carolina
39 firms$77/hr5
Value Score72 / 100
USIllinois
91 firms$86/hr5
Value Score71 / 100
USMassachusetts
73 firms$79/hr4.9
Value Score71 / 100
USArizona
20 firms$76/hr5
Value Score71 / 100
USLouisiana
6 firms$30/hr
Value Score71 / 100
USUtah
14 firms$76/hr5
Value Score71 / 100
USWashington DC
27 firms$40/hr
Value Score71 / 100
USFlorida
128 firms$81/hr4.8
Value Score70 / 100
USMissouri
26 firms$83/hr5
Value Score70 / 100
USMinnesota
27 firms$82/hr5
Value Score70 / 100
USMichigan
39 firms$79/hr4.8
Value Score68 / 100
USTennessee
11 firms$94/hr5
Value Score66 / 100
USKentucky
20 firms$49/hr
Value Score66 / 100
USIdaho
2 firms$37/hr
Value Score66 / 100
USHawaii
1 firms$37/hr
Value Score65 / 100
USSouth Carolina
14 firms$102/hr5
Value Score64 / 100
USKansas
9 firms$50/hr
Value Score64 / 100
USColorado
35 firms$57/hr4.2
Value Score63 / 100
USOregon
14 firms$106/hr5
Value Score63 / 100
USIndiana
16 firms$114/hr5
Value Score61 / 100
USRhode Island
2 firms$106/hr5
Value Score60 / 100
USWisconsin
24 firms$72/hr
Value Score58 / 100
USNevada
12 firms$67/hr
Value Score58 / 100
USOklahoma
11 firms$69/hr
Value Score57 / 100
USConnecticut
17 firms$74/hr
Value Score56 / 100
USNebraska
10 firms$75/hr
Value Score55 / 100
USAlabama
2 firms$75/hr
Value Score51 / 100
USWest Virginia
1 firms$75/hr
Value Score50 / 100
USMaine
8 firms$100/hr
Value Score44 / 100
USArkansas
7 firms$111/hr
Value Score40 / 100
USAlaska
3 firms$125/hr
Value Score33 / 100
USMontana
1 firms$125/hr
Value Score31 / 100
USIowa
1 firms$125/hr
Value Score31 / 100
USMississippi
1 firms
Value Score8 / 100

Match by work-hour overlap with your team.

Cost matters - but so does being able to actually talk to your developer during your workday. Here are the best destinations for each major hub.

If you're in US (PT/ET)Recommended

Look for nearshore LATAM partners - same-day collaboration, similar time zones, and 50-60% cost savings vs domestic.

MXMexico~7h overlap
ARArgentina~6h overlap
BRBrazil~5h overlap
CACanada~8h overlap
If you're in Europe (CET/GMT)Recommended

Eastern Europe is your sweet spot - 1-2h time zone shift, EU GDPR alignment, and 40-50% lower rates than Western Europe.

PLPoland~8h overlap
UAUkraine~7h overlap
RORomania~7h overlap
ZASouth Africa~8h overlap

How firms are placed on the matrix

Every position on this chart is the output of the Goodfirms ranking algorithm - a weighted composite of signals across two axes. The algorithm is recomputed regularly and is fully documented.

Sponsorship does not affect placement. PRO members receive visible badges and ad placements, but their algorithmic scores are calculated identically to free listings.

Read the full methodology
Algorithm at a glance
1
X-axis (Core Competencies): Service Focus Ratio + Portfolio Depth + Quality + Experience
2
Y-axis (360-Performance): Client Reviews + Market Presence + Goodfirms Score
3
Missing signals are excluded from a firm's score, not substituted with defaults - weights redistribute across remaining inputs
4
Recency decay over the last 18 months keeps stale reviews from dominating
5
Eligibility floor: ≥ 1 published review in this category scope

Found your target region?

Browse all firms in your chosen country - or let us hand-pick matches based on your project, budget, and time-zone preference.

Get matched firms

States with the best Value Score for big data & bi hiring.

Ranked by a composite score blending firm count (supply), average rating (quality), and median hourly rate (cost). Affordability is weighted highest (50%), so this list surfaces actually affordable destinations rather than just-big markets.

Budget leader
California · $0-24/hr

68 firms in this tier - more than any other state, averaging 4.4 ★. Top picks: SunTec Data, Data-Entry-India.com, Pitangent.

Mid-tier leader
California · $50-99/hr

57 firms in this tier - more than any other state, averaging 5.0 ★. Top picks: Unicsoft, EffectiveSoft, HashCash Consultants.

Top tier leader
California · $150+/hr

17 firms in this tier - more than any other state, averaging 4.7 ★. Top picks: ALFATEK, Datamam, AE Studio.

Loading heatmap…
Cell intensity (firm density):
Low
High
Best Value marks the densest, highest-rated, most-affordable cell per row

How the heatmap is built

Every cell in the grid above is the count of firms in (place × hourly-rate tier). Firms are placed by their published hourly rate; those without a disclosed rate are not plotted.

Top company names per cell are surfaced by Value Score - a weighted blend of affordability (50%) + rating (35%) + review volume (15%).

The "Best" ribbon marks the cell in each row where firm density, ratings, and affordability line up best - the densest, highest-quality combination.

Read the full methodology
Value Score · per firm
ValueScore = 0.50 × Affordability
+ 0.35 × Rating
+ 0.15 × Review Volume
// All sub-scores normalized 0-100
// Affordability = (1 - rate/$200) × 100
// Rating = (rating - 3) / 2 × 100
// Volume = log10(reviews+1)/log10(200) × 100

Found your target region?

Browse all big data & bi firms in your chosen country - or let our AI hand-pick 3 matches based on your project, budget, and time-zone preference.

Get 3 AI-Matched Firms