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
  • JMARK Business Solutions, Inc. is an IT Support Provider in Springfield, MO, Tulsa, OK and Fayetteville, AR using products primarily from Cisco, HP and Microsoft. Specializing in Computer & Network Care services which provide dedicated solutions that manage any IT network at a fixed monthly rate. JMARK utilizes proactive monitoring and IT Services to assist ... read JMARK reviews & insights

    JMARK Business Solutions, Inc. is an IT Support Provider in Springfield, MO, Tulsa, OK and ... read JMARK reviews & insights

    $100 - $149/hr
    50 - 249
    1988
    Tulsa, United States
  • Human Experience Design: People First. Everything we do begins with a deep dive into consumer empathy, ultimately leading us to a better understanding of people, their wants, needs and desires. We call this approach, H.U.M.A.N A simple methodology that enables us to collaborate with our clients and ensures we remain focused on making people’s lives ... read The JRT Agency reviews & insights

    Human Experience Design: People First. Everything we do begins with a deep dive into consumer ... read The JRT Agency reviews & insights

    $100 - $149/hr
    50 - 249
    1974
    Detroit, United States
  • is a global consulting company offering solutions, services, and platforms on Open Source, Cloud, and Automation technologies. Since 2000, CIGNEX has been delivering enterprise-class solutions, which are built using leading platforms & can easily be integrated with existing systems to achieve unparalleled results. By leveraging multiple delivery models, we help organizations around the world to ... read CIGNEX reviews & insights

    is a global consulting company offering solutions, services, and platforms on Open Source, Cloud, and ... read CIGNEX reviews & insights

    NA
    250 - 999
    2000
    Livonia, United States
  • The digital world is changing faster than ever and creating disruption everywhere. Companies struggle to keep pace with existing demands while at the same time balance shareholder expectations. With $ billions flowing into new technologies & new business models; companies of all sizes are seeing rapid technology and market changes impact their markets, operations, customer ... read Liquidax reviews & insights

    The digital world is changing faster than ever and creating disruption everywhere. Companies struggle to ... read Liquidax reviews & insights

    $50 - $99/hr
    10 - 49
    2014
    Charleston, United States
  • Vincula Group is an international management consulting and professional services firm. Vincula works with Company Boards and their Executives to ensure that Assets, Strategy, Technology, Implementation Plans, and Talent are in place to compete in the new Digital World.

    Vincula Group is an international management consulting and professional services firm. Vincula works with Company ... read Vincula Group reviews & insights

    $50 - $99/hr
    10 - 49
    Charleston, United States
  • Tech Data connects the world with the power of technology. Our end-to-end portfolio of products, services and solutions, highly specialized skills, and expertise in next-generation technologies enable channel partners to bring to market the products and solutions the world needs to connect, grow and advance. Tech Data is ranked No. 88 on the Fortune 500® ... read Tech Data Corporation reviews & insights

    Tech Data connects the world with the power of technology. Our end-to-end portfolio of products, ... read Tech Data Corporation reviews & insights

    $100 - $149/hr
    10000+
    1974
    Clearwater, United States
  • ICD Translation is a language service provider with over 20 years of experience translating and localizing content for a wide variety of industries. ICD delivers 100% reliability, quality, and on-time completion.

    ICD Translation is a language service provider with over 20 years of experience translating and ... read ICD Translation reviews & insights

    < $25/hr
    10 - 49
    1991
    Brookfield, United States
  • Navigant Consulting, Inc. (NYSE: NCI) is a specialized, global professional services firm that helps clients take control of their future. Navigant’s professionals apply deep industry knowledge, substantive technical expertise, and an enterprising approach to help clients build, manage, and/or protect their business interests.

    Navigant Consulting, Inc. (NYSE: NCI) is a specialized, global professional services firm that helps clients ... read Navigant reviews & insights

    < $25/hr
    1,000 - 9,999
    Minneapolis, United States
  • BrickRed Systems is among the leading information technology (IT) consulting firms of the present generation. We help clients improve their efficiency and performance in business operations from all their investments in IT. Our services include technology and security consulting, quality assurance, creative services, and business intelligence with end-to-end professional consultancy services spanning throughout key industry ... read BrickRed Systems reviews & insights

    BrickRed Systems is among the leading information technology (IT) consulting firms of the present generation. ... read BrickRed Systems reviews & insights

    $25 - $49/hr
    50 - 249
    2009
    Redmond, United States
  • By trusting Christopher Morgan with their complete fulfillment needs, our clients are able to spend more time focusing on their core business and brand building and less time on trying to get more orders physically out the door.

    By trusting Christopher Morgan with their complete fulfillment needs, our clients are able to spend ... read Christopher Morgan Fulfillment reviews & insights

    < $25/hr
    50 - 249
    1997
    New Berlin, United States
  • Linode accelerates innovation by making cloud computing simple, accessible, and affordable to all. Founded in 2003, Linode helped pioneer the cloud computing industry and is today the largest independent open cloud provider in the world. Headquartered in Philadelphia's Old City, the company empowers more than a million developers, startups, and businesses across its global network ... read Linode reviews & insights

    Linode accelerates innovation by making cloud computing simple, accessible, and affordable to all. Founded in ... read Linode reviews & insights

    < $25/hr
    50 - 249
    2003
    Philadelphia, United States
  • CloudFabrix provides digital intelligence AIOps platform that enables enterprises to build a unified IT intelligence/analytics fabric for achieving multiple use cases delivering cross-domain benefits.

    CloudFabrix provides digital intelligence AIOps platform that enables enterprises to build a unified IT intelligence/analytics ... read CloudFabrix Software Inc reviews & insights

    NA
    50 - 249
    2015
    Pleasanton, United States
  • Cobalt Iron is the global leader in SaaS-based enterprise data protection. Through analytics and automation, Compass from Cobalt Iron enables enterprises to transform and optimize legacy backup solutions into a simple cloud-based architecture. Processing more than 7 million jobs a month for customers in 44 countries, Cobalt Iron delivers modern enterprise data protection for enterprise ... read Cobalt Iron reviews & insights

    Cobalt Iron is the global leader in SaaS-based enterprise data protection. Through analytics and automation, ... read Cobalt Iron reviews & insights

    NA
    50 - 249
    2013
    Lawrence, United States
  • Sigma Infosolutions is a leading global IT solutions & services company headquartered in Irvine, California, with development centers in Bangalore & Ahmedabad, India. Sigma delivers innovative IT solutions in a variety of industries including FinTech, eCommerce, Technology, Telecom, Retail, and Healthcare, helping companies drive enhanced customer engagement, operational efficiency and return on IT investments. We ... read Sigma Infosolutions reviews & insights

    Sigma Infosolutions is a leading global IT solutions & services company headquartered in Irvine, California, ... read Sigma Infosolutions reviews & insights

    NA
    50 - 249
    2004
    Irvine, United States
  • Analytics tool audit optimizing your analytics tool performance troubleshooting issues or performance bottlenecks analyzing data source and calculated fields Your tool performance optimization Data integration & visualization integrating data from any source into your environment aggregating, modeling, summarizing and visualizing data creating interactive features, intuitive data visualizations Real-time data in your environment Customized solution developing ... read GreenM reviews & insights

    Analytics tool audit optimizing your analytics tool performance troubleshooting issues or performance bottlenecks analyzing data ... read GreenM reviews & insights

    $50 - $99/hr
    10 - 49
    2014
    Redwood City, United States
  • We are a management and IT consulting firm with a proven track record of success, known for our knowledge, experience, and data-inspired methodology to solve business challenges.

    We are a management and IT consulting firm with a proven track record of success, ... read aspirent reviews & insights

    < $25/hr
    50 - 249
    2012
    Atlanta, United States
  • At SafeNet Consulting we accelerate value creation and help our clients gain competitive advantage by enabling new capabilities, developing new and modernizing existing products and services, and by empowering business and IT to optimize performance. SafeNet consultants value passion, authenticity, collaboration and trust. These foundational values have enabled us to deliver award-winning consulting services for ... read SafeNet Consulting reviews & insights

    At SafeNet Consulting we accelerate value creation and help our clients gain competitive advantage by ... read SafeNet Consulting reviews & insights

    $50 - $99/hr
    50 - 249
    1994
    Minneapolis, United States
  • We Empower & Transform customers’ business through the use of digital technologies. Our core focus areas are Big-Data, Cloud, Analytics (AI, ML),Blockchain ,Automation & Mobility.

    We Empower & Transform customers’ business through the use of digital technologies. Our core focus ... read NucleusTeq Consulting Pvt. Ltd. reviews & insights

    NA
    10 - 49
    2019
    Phoenix, United States
  • Delaware Consulting is a fast-growing, global company that delivers advanced solutions and services to organizations striving for a sustainable, competitive advantage.

    Delaware Consulting is a fast-growing, global company that delivers advanced solutions and services to organizations ... read Delaware Consulting reviews & insights

    < $25/hr
    1,000 - 9,999
    2003
    Dallas, United States
  • At Liventus, we help companies scale faster by building custom software that automates processes, integrates systems, and delivers real ROI. With offices in Chicago and India, we bring the best of both worlds: U.S.-based leadership and cost-effective global delivery. Our clients—from fintech startups to healthcare providers to equipment finance firms—trust us to build secure, scalable ... read Liventus reviews & insights

    At Liventus, we help companies scale faster by building custom software that automates processes, integrates ... read Liventus reviews & insights

    NA
    50 - 249
    2002
    Northbrook, United States
  • Prolifics brings your digital transformation visions to life. We deliver results faster and provide accelerators and solutions for any point on your digital roadmap, or the entire transformation journey. Our global team of consultants and experienced engineers advise on the best starting point to give you immediate impact, deliver cloud and other digital solutions in ... read Prolifics reviews & insights

    Prolifics brings your digital transformation visions to life. We deliver results faster and provide accelerators ... read Prolifics reviews & insights

    NA
    250 - 999
    1978
    Orlando, United States
  • Get unmatched protection with threat intelligence that combines trillions of real-time data points across multiple threat vectors around the world, advanced AI and machine learning, and a global research team that keeps you ahead of today’s biggest cyber threats. The data from our NexusAI Machine Learning, advanced sandboxing detection and human analysis is then correlated, ... read Proofpoint reviews & insights

    Get unmatched protection with threat intelligence that combines trillions of real-time data points across multiple ... read Proofpoint reviews & insights

    $100 - $149/hr
    1,000 - 9,999
    2002
    Pittsburgh, United States
  • SEO is a full-time job if you really want to rank and stay in the top results. It’s important to understand two things: 1 Google changes its algorithm regularly and you need to stay updated to keep up and avoid your competitors passing you. 2 SEO is a marathon, not a sprint. It requires patience, ... read DSM reviews & insights

    SEO is a full-time job if you really want to rank and stay in the ... read DSM reviews & insights

    $200 - $300/hr
    10 - 49
    2007
    Bergen, United States
  • At SmartBoost, we are a Growth Marketing agency that specializes in helping tech products and services, startups, software, and SaaS businesses achieve sustainable growth through the use of data-driven marketing strategies. Our approach to marketing is not just about attracting customers but retaining them and growing revenue. We leverage technology, data, and customer insights to ... read smartboost reviews & insights

    At SmartBoost, we are a Growth Marketing agency that specializes in helping tech products and ... read smartboost reviews & insights

    NA
    10 - 49
    2015
    Las Vegas, United States
  • Intelliswift is one of the fastest growing Product Engineering and Data Management and Analytics solutions companies in the Bay Area with offices across United States and India. We are a client-oriented firm focused on delivering excellence to our customers and strongly believe that client satisfaction goes hand-in-hand with employee satisfaction. As a result, Intelliswift has ... read Intelliswift Software reviews & insights

    Intelliswift is one of the fastest growing Product Engineering and Data Management and Analytics solutions ... read Intelliswift Software reviews & insights

    NA
    1,000 - 9,999
    2001
    Newark, United States
  • Neon is a software consulting studio specializing in engineering great products for great people. We take pride in our holistic engineering methodology which empowers product owners to take their concepts from ideation through operationalization and monetization. We build products for ourselves and with our clients using our proprietary Software Product Engineering methodology. It's a comprehensive ... read Neon Software Co. reviews & insights

    Neon is a software consulting studio specializing in engineering great products for great people. We ... read Neon Software Co. reviews & insights

    $100 - $149/hr
    2 - 9
    2019
    Detroit, United States
  • SourceFuse Inc. is transforming the way today’s most successful companies develop breakthrough roadmaps leveraging cloud-based technologies. A leading AWS Advanced Consulting Partner, SourceFuse has delivered over 600 AWS implementations that boost efficiency, ensures compliance, delivers actionable insights and lowers total cost of ownership. With 14 years of deep expertise, commitment to digital innovation, service excellence ... read SourceFuse Technologies reviews & insights

    SourceFuse Inc. is transforming the way today’s most successful companies develop breakthrough roadmaps leveraging cloud-based ... read SourceFuse Technologies reviews & insights

    NA
    50 - 249
    2006
    Jacksonville Beach, United States
  • We specialize in cutting-edge technologies, delivering perfection by design and performance by default. From strategy to implementation, we are your partners in digital transformation, building intelligent solutions to drive your business forward. We transform top organizations with product design & development, data science, machine learning, and artificial intelligence.

    We specialize in cutting-edge technologies, delivering perfection by design and performance by default. From strategy ... read Lotus Labs reviews & insights

    $100 - $149/hr
    10 - 49
    2015
    Chandler, United States
  • Our technical solutions and expertise in healthcare informatics/statistical analysis improve the understanding of the nation's challenges surrounding health care costs, quality and patient safety. Our software systems improve insight into fraud, waste and abuse in major federal healthcare programs, and our identity management experts develop systems to securely exchange private health and personal data.

    Our technical solutions and expertise in healthcare informatics/statistical analysis improve the understanding of the nation's ... read Next Phase reviews & insights

    < $25/hr
    50 - 249
    2010
    Baltimore, United States
  • Ayoka - Made in USA custom software development company in Dallas & Houston Texas serving industrial, manufacturing, field services, healthcare and other enterprise clients. Since 2002, Ayoka provides software design, database development, hardware integration & embedded programming for machines.

    Ayoka - Made in USA custom software development company in Dallas & Houston Texas serving ... read Ayoka Systems reviews & insights

    NA
    10 - 49
    2002
    Arlington, United States
  • HTD is a healthcare strategy, design, and software development company. Our mission is to equip people with the digital tools they need to improve human care. We focus on designing and building software that improves efficiency for the healthcare system while prioritizing the patient experience.

    HTD is a healthcare strategy, design, and software development company. Our mission is to equip ... read HTD Health reviews & insights

    < $25/hr
    50 - 249
    2016
    Brooklyn, United States
  • Novobi specializes in ERP, Data Science and Cloud to help clients execute Industry 4.0 transformation. We are a Gold Partner of Odoo, Consulting Partner of Amazon Cloud (AWS) and Technology Partners of Shopify and BigCommerce.

    Novobi specializes in ERP, Data Science and Cloud to help clients execute Industry 4.0 transformation. ... read Novobi reviews & insights

    $25 - $49/hr
    10 - 49
    2008
    Austin, United States
  • Vertical Solutions, Inc. (VSI) delivers best-in-class, cloud first, Field Service Management & Customer Experience solutions. VSI offers VServiceManagement™ for customer support, field service, and mobile environments, and VContactCenter™ for internal, external, and hybrid contact centers. VSI's applications are flexible, integrate easily with legacy systems, and offer rapid deployment times, and delivering high ROI.

    Vertical Solutions, Inc. (VSI) delivers best-in-class, cloud first, Field Service Management & Customer Experience solutions. ... read Vertical Solutions, Inc reviews & insights

    < $25/hr
    10 - 49
    Cincinnati, United States
  • As an award-winning, global provider of ERP, CRM, and Business Intelligence solutions in the cloud, Sunrise has over 20 years of industry experience implementing and supporting Microsoft Dynamics 365. With offices in North America, Europe, and Asia, Sunrise offers consulting and 24x7 support services everywhere our clients do business.

    As an award-winning, global provider of ERP, CRM, and Business Intelligence solutions in the cloud, ... read Sunrise Technologies reviews & insights

    NA
    50 - 249
    1994
    Winston-Salem, United States
  • Aeonnova is a leading business and technology consulting firm that focuses on delivering overall business improvement and management to companies seeking to transform their operations using established and emerging technologies. We design, implement, support and maintain IT infrastructure and services, helping your company adapt, build resiliency and maintain availability.

    Aeonnova is a leading business and technology consulting firm that focuses on delivering overall business ... read Aeonnova Consulting Group reviews & insights

    $25 - $49/hr
    2 - 9
    2008
    Houston, United States
  • Sinu is an IT managed service provider (MSP) delivering all-inclusive, fully integrated technology management and IT support for small business and nonprofits. Sinu IT service delivers unrivalled functionality, features and support at a fixed cost with an average savings of over 60%. Sinu achieves these improvements by escaping the cycle of redundant custom network and ... read Sinu reviews & insights

    Sinu is an IT managed service provider (MSP) delivering all-inclusive, fully integrated technology management and ... read Sinu reviews & insights

    $25 - $49/hr
    10 - 49
    2005
    NYC, United States
  • DP Solutions is an award-winning Managed Services Provider (MSP), earning recognition from industry leaders such as CRN®, MSPmentor, SmartCEO and The Daily Record. DP Solutions is more than just a technology vendor, but rather a true partner who is there for the long-run to help support our clients'​ business initiatives. Our breadth of technology expertise ... read DP Solutions reviews & insights

    DP Solutions is an award-winning Managed Services Provider (MSP), earning recognition from industry leaders such ... read DP Solutions reviews & insights

    $25 - $49/hr
    50 - 249
    1971
    Washington DC, United States
  • Worksighted provides responsive, innovative, and strategic IT services to businesses seeking a valuable IT partner. Since 2000, the Holland-based firm has supported organizations throughout Michigan with the technology and strategy they need to grow. Find more at worksighted.com.

    Worksighted provides responsive, innovative, and strategic IT services to businesses seeking a valuable IT partner. ... read Worksighted reviews & insights

    $25 - $49/hr
    50 - 249
    2000
    Holland, United States
  • Vertikal6 is a full service IT consultant serving the Greater New England area. We offer IT Outsourcing, Professional Services, Hosting Services and Software Development to help our clients maximize revenue and uptime. As one of Providence Business News’ fastest growing and most innovative companies in 2014 and a PBN Best Places to Work in 2016, ... read Vertikal6 reviews & insights

    Vertikal6 is a full service IT consultant serving the Greater New England area. We offer ... read Vertikal6 reviews & insights

    $25 - $49/hr
    10 - 49
    2010
    Pawtucket, United States
  • NutaNXT Technologies is a digital product engineering partner who helps Start-ups and Enterprises to build disruptive AI/ML and Data-driven products at breakthrough speed. At NutaNXT, we are committed to help you build the most advanced AI and Data-driven software products and applications across various industry verticals. Our purpose-built teams infuse product innovation, Data and AI ... read NutaNXT Technologies reviews & insights

    NutaNXT Technologies is a digital product engineering partner who helps Start-ups and Enterprises to build ... read NutaNXT Technologies reviews & insights

    $25 - $49/hr
    10 - 49
    2017
    Santa Clara, United States
  • Cloud303 is a team of elite Certified Solutions Architects whose primary goal is to implement purpose driven solutions in the AWS Cloud. With a wide variety of expertise within the team, including DevOps, EUC, Serverless, and AI/ML, our resources are capable of finding solutions to not-so common problems!

    Cloud303 is a team of elite Certified Solutions Architects whose primary goal is to implement ... read Cloud303 reviews & insights

    NA
    10 - 49
    2019
    Lakewood, United States
  • KEPLER is a boutique consulting firm specializing in optimizing end-to-end operational performance. Our 85 employees spread over four offices in Europe, America, and Asia contribute to improving the performance of a diversified clientele within the industrial world, from automotive to cosmetics, the public sector, and players in the luxury, retail, distribution, or Service industries. The ... read KEPLER Consulting reviews & insights

    KEPLER is a boutique consulting firm specializing in optimizing end-to-end operational performance. Our 85 employees ... read KEPLER Consulting reviews & insights

    NA
    50 - 249
    2007
    Chicago, United States
  • Our mission is to leverage the power of the internet to deliver best-of-breed business applications for any and all businesses. Your customers are your most valuable asset. We believe you should easily have secure access to your customer data whether on the road or at any computer, home or office.

    Our mission is to leverage the power of the internet to deliver best-of-breed business applications ... read Eustace Consulting reviews & insights

    < $25/hr
    2 - 9
    Watertown, United States
  • We are the best digital transformation company in Wisconsin. We have received various awards for providing the best digital transformation services at a low price. SignaTech is a small company with a big vision – to help others be successful by leveraging the power of IT. Signa Tech understands that to help meet client challenges ... read SignaTech Services Private Limited reviews & insights

    We are the best digital transformation company in Wisconsin. We have received various awards for ... read SignaTech Services Private Limited reviews & insights

    < $25/hr
    50 - 249
    2010
    New Berlin, United States
  • Since 1976, PBD Worldwide has been providing worldwide fulfillment and customer support services for business-to-consumer and business-to-business clients that have products ranging from marketing support collateral, CD’s/DVD’s, and books to toys, gifts and consumer products. Today, PBD also adds to its list of core competencies the enablement of eCommerce, multichannel retailing and interactive marketing.

    Since 1976, PBD Worldwide has been providing worldwide fulfillment and customer support services for business-to-consumer ... read PBD Worldwide reviews & insights

    < $25/hr
    250 - 999
    1976
    Savage Guilford, United States
  • FusionStak was established with the guiding principle of providing value to our clients and partners through technological innovation. FusionStak has in-depth experience in using most of the modern development languages, platforms, and frameworks being requested today. FusionStak can assist in all application development needs, including custom development, business process management, data management, conversion and migration ... read FusionStak reviews & insights

    FusionStak was established with the guiding principle of providing value to our clients and partners ... read FusionStak reviews & insights

    NA
    50 - 249
    2016
    Baton Rouge, United States
  • Luxoft, a DXC Technology Company (NYSE: DXC), is a digital strategy and software engineering firm providing bespoke technology solutions that drive business change for customers the world over. Acquired by U.S. company DXC Technology in 2019, Luxoft is a global operation in 44 cities and 21 countries with an international, agile workforce of nearly 18,000 ... read Luxoft reviews & insights

    Luxoft, a DXC Technology Company (NYSE: DXC), is a digital strategy and software engineering firm ... read Luxoft reviews & insights

    < $25/hr
    10 - 49
    Seattle, United States
  • We are designers, engineers, and strategists. A team with a unique mix of skills knit together by our client-focused process, honed by decades of experience, that delivers real results, every time.Try imagining a partner who has the heart of a developer, the soul of an artist, and a vision to create an elegantly connected, digitally ... read Viget reviews & insights

    We are designers, engineers, and strategists. A team with a unique mix of skills knit ... read Viget reviews & insights

    NA
    10 - 49
    Falls Church, United States

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Industry ContendersIndustry LeadersUpcoming AchieversMarket Influencers
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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
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Recency decay over the last 18 months keeps stale reviews from dominating
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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