Top Big Data Analytics Companies in the USA

Researched by:Goodfirms Research TeamUpdated:September 22, 2026

Goodfirms has reviewed 1,936 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 1,936 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
  • Founded in 2010 as the IT development company that provides various related services such as Fin-tech and Blockchain solutions, consulting, analytics, UI/UX design solutions, project management, web and application development. Our experienced and highly skilled team of IT developers deliver the best quality products and ... read ItAdviser reviews & insights

    $25 - $49/hr
    10 - 49
    2010
    NYC, United States
    Mobile App Dev for Cloud-Based Process Workflow Platform - Chief Executive Officer at Mitsui Bussan Commodities Ltd
  • We are a team of data scientists, engineers and consultants committed to harnessing the vast powers of machine learning to solve distinct problems. Founded in 2012 and backed by leading investors and industry practitioners, we are experts at combining human intelligence with artificial intelligence to ... read SetuServ reviews & insights

    NA
    50 - 249
    2012
    Chicago, United States
    A complete solution for Text Analytics - Krish B
  • Take the guesswork out of Digital-led transformation. Let our experts guide you through the process to unlock new opportunities and maximize business value! Uncover Hidden Insights with Our Data Analytics Solutions. Unlock your business’s potential with Veraqor’s data analytics solutions and insights. Uncover powerful insights ... read Veraqor, Inc. reviews & insights

    $25 - $49/hr
    50 - 249
    2015
    Princeton, United States
    Veraqor was very responsive and got answers to questions in asynchronous sessions. Meetings were smooth. - Senior Agile Lead
  • DataEntryIndia.in is an end-to-end data support and BPO/BPM service provider with over 25 years of industry experience and 850+ full-time employees. We have served over 3,500 global businesses, including Vodafone, Pepsico, Bose, and Panasonic. Our industry partners encompass multiple verticals, including healthcare, real estate, legal, ... read Dataentryindia.in reviews & insights

    NA
    250 - 999
    1999
    Laguna Beach, United States
    Excellent service quality - Anonymous
  • At Innover, we endeavor to see our clients become connected, insight-driven businesses. Our integrated Digital Experiences, Data & Insights and Digital Operations studios help clients embrace digital transformation and drive unique outstanding experiences that apply to the entire customer lifecycle. Built on the foundation of ... read Innover Digital reviews & insights

    NA
    1,000 - 9,999
    2020
    Alpharetta, United States
    Innover is a best Company for Data Analytics and Artificial Intellience Solutions - Sr Software Engineer
  • Our combined experience with SharePoint will guarantee us a spot in the SharePoint history archives. Starting with the very first commercial version of SharePoint in 2003, Our SharePoint consultants have been experts for each successive version thereafter – MOSS/WSS 2007, SharePoint 2010, SharePoint 2013, Office ... read Binary Republik reviews & insights

    $25 - $49/hr
    50 - 249
    2009
    Atlanta, United States
    Collaboration with the team overall was excellent - Darren Bowyer T365
  • Valiance delivers comprehensive financial services solutions to help companies drive growth, gain competitive advantage, and stay ahead of regulatory pressures. Our digital and technology transformation expertise empowers FSOs to remain profitablewhile delivering operational efficiency. We help you make more informed credit decisions, streamline workflows, reduce ... read Valiance Solutions reviews & insights

    $100 - $149/hr
    10 - 49
    2012
    NYC, United States
    Great partner for BI & Analytics to ensure data driven decision making - ​​Akash Agarwal
  • At OrbitSoft, we don’t fall in love with the latest ideas. We are pragmatists. We do what works best. Period. We test ideas every day, both our own and those of clients. In our experience, no more than ten percent become workable solutions. But this ... read OrbitSoft reviews & insights

    $25 - $49/hr
    50 - 249
    2001
    Buffalo, United States
    OrbitSoft developed a modern and user-friendly e-commerce website on WordPress for an online furniture shop. - ERP Product owner
  • BrandBrew Creations LLC is a marketing solutions agency specializing in e-commerce, data analytics, digital ads, and customer experience. Operating in the U.S. and Egypt, they enhance brand engagement and conversion rates through innovative strategies, helping businesses thrive in a dynamic digital landscape.

    NA
    50 - 249
    2023
    Newark, United States
    Exemplary, clear, dedicated and professional - Director
  • Ideas2IT was built from the idea of nurturing ideas into incredibly high level software delivery and setting up with the best talent to create massive impact. We've seamlessly woven the finest threads of Silicon Valley's product DNA into the very fabric of Ideas2IT, crafting an ... read Ideas2IT Technologies reviews & insights

    $25 - $49/hr
    250 - 999
    2009
    Plano, United States
    Very happy with the services provided by them! - Owner
  • Inmov is a Colombian multinational company operating at the intersection of marketing and technology with over 25 years in the market. With a presence in Colombia, Mexico, Peru, the United States, and Spain, we've executed over 30,000 projects to the highest standards. Our offerings include ... read Inmov reviews & insights

    $25 - $49/hr
    50 - 249
    2014
    Miami, United States
    So far the experience of working with them has been Delightful. - Financial Manager
  • We are more than a solution provider. We are a reliable partner, which helps businesses to grow embracing new technologies. Fintech We speak the language of the industry and deliver a full-scale product development strategy. Data Analytics We offer a full range of big data ... read CodeCompletePro reviews & insights

    $25 - $49/hr
    10 - 49
    2021
    Seattle, United States
    Fast, reliable and high-level team, they know their job, work 24/7 - Business Intelligence Engineer II
  • We power your entire digital presence from full stack tech development through e-commerce and web 3.0 functionality to digital performance management, reporting and analytics. We are deeply committed to ensuring that our clients successfully grow their businesses thanks to our digital tech solutions. As such, ... read Iridian reviews & insights

    NA
    50 - 249
    2011
    Austin, United States
    Transparency and great results; complete satisfaction with Iridian services, they are always willing to work on your side and your needs. - Founder and CEO
  • Data Pirates team members have more than 10 years of experience in Software Engineering, Programming, and Data Analysis, and excellently educational, technical, and management abilities. Multitasking team player with leadership qualifications, proficient communication skills, and business coordination among stakeholders and Key Opinion Leaders (KOLs). Brainstorming ... read Data Pirates reviews & insights

    NA
    10 - 49
    2021
    Mountain View, United States
    Data Pirates delivered top-notch healthcare software & web with exceptional quality and reliability. - Chief Executive Officer
  • Unlock limitless AI potential with A1AI! We can help you craft a winning suite of AI solutions that’ll turbocharge your business success. By leveraging the latest in machine learning and data science, we’ll help you anticipate trends and opportunities before they happen. We provide data-driven ... read A1AI reviews & insights

    $25 - $49/hr
    10 - 49
    2019
    Reston, United States
    A1AI transformed my business with impressive AI solutions, enhancing operations and driving success. - CTO
  • Corecentrix’s Marketing Rule No.1 is understanding your business! Allow us to do so by placing a call at: 888-858-3183 With Corecentrix, you have a 360 view of how your business steers but now, with a better driver. We have helped multiple businesses overtake their competitors ... read Corecentrix Business Solutions reviews & insights

    $50 - $99/hr
    50 - 249
    2019
    Long Island, United States
    Their team demonstrated exceptional knowledge of healthcare PPC strategies. - Human Resources Specialist at ADCO Dental
  • UplineSoft is a leading global provider of IT outsourcing and team augmentation services, empowering businesses to build and scale their technology initiatives. Software Development Expertise: Custom software development for mobile, desktop, web, and complex systems High-load products and mission-critical applications Quality assurance and testing services ... read UplineSoft reviews & insights

    $50 - $99/hr
    250 - 999
    2020
    Charlotte, United States
    For our functional medicine community, UplineSoft developed a digital home focused on healing. - Founder & Chairman
  • AdachiComputech.net is a full-service web development and digital marketing agency in Edison NJ, specializing in website design and SEO services for healthcare professionals, accountants, home remodelers, contractors, non-profit organizations and home services providers nationally. Their digital marketing agency offers internet marketing services to help small ... read Adachi Computech Solutions reviews & insights

    $200 - $300/hr
    10 - 49
    2007
    Edison, United States
    Adachi delivered SEO strategies that increased rankings, traffic, and lead conversions. - Director Volvo Cars
  • Hire Dedicated UX Prototyping Services From designing an ergonomic interface to helping you visualize the pathways of your project, our UI/UX prototyping experts create brilliant prototypes for your website, web application, or mobile application that will boost your business greatly. Our prototyping experts develop next-gen ... read Webskitters Technology Solutions Pvt Ltd reviews & insights

    $25 - $49/hr
    250 - 999
    2010
    Claymont, United States
    Enjoyed Their Unwavering Dedication and Attention - Steven Smith
  • Jade Global

    Pro Verified

    Using AI Tools

    • ClaudeClaude
    • ChatGPTChatGPT
    • GeminiGemini
    • CanvaCanva

    Jade Global is a premier consulting, integration, and managed services partner helping enterprises modernize, innovate, and scale. Founded in 2003, we bring over two decades of engineering excellence, with 2,000+ professionals and 11 global offices, and have served 500+ clients across North America, Europe, and ... read Jade Global reviews & insights

    NA
    1,000 - 9,999
    2003
    San Jose, United States
    Jade Global's expertise helped modernize our operations, standardize processes, and create a scalable foundation for growth. - Vice President, Operations
    Visit Website

    Why Jade Global?

    • 23 Years of Enterprise Expertise
    • Deep Multi-Platform Technology Expertise
    • Outcome-Focused Managed Services
  • RisingMax Inc. is a well-established app development company of highly experienced programmers, developers, and project managers. To startups, medium, and large-sized businesses, we have been offering cost-effective web and mobile solutions using the right technology. Ranging from custom app development to building complex websites, our ... read RisingMax Inc reviews & insights

    < $25/hr
    50 - 249
    2011
    NYC, United States
    Scamm - Director en FBC Mundo Offshore
  • Clavax is a leading software, web and mobile app development company in San Jose, California, United States. Our top-notch development services are backed by a strong team of 200+ highly skilled professionals to deliver innovative, secure and scalable IT solutions to our clients. We act ... read Clavax Technologies LLC reviews & insights

    $25 - $49/hr
    50 - 249
    2011
    San Jose, United States
    Very professional team - Co-Founder
  • Mobile App Development We provide mobile app development services for both native and hybrid apps for a wide range of industries. You can rely on us to build a highly reliable and scalable mobile solution that can stand the test of time. We can integrate ... read Zco Corporation reviews & insights

    $25 - $49/hr
    250 - 999
    1989
    Nashua, United States
    Great team to work with! ZCO was amazing. Randy, Praveen and the team were great to work with! - Megan Gannon
  • Azilen Technologies is a prominent enterprise AI development company based in Irving, Texas, takes pride in delivering exceptional AI, Data, and HRTech solutions to organizations seeking digital transformation. With a customer-centric approach, we create and nurture powerful partnerships to optimize end-to-end HRTech processes and revolutionize ... read Azilen Technologies reviews & insights

    $25 - $49/hr
    250 - 999
    2009
    Irving, United States
    Azilen Technologies provided a cutting edge, effective technology that enhanced education and school - Associate Professor
  • KMS Technology is a global market leader in software development, testing services, and top-tier technology consulting. With a customer-centric approach, both our US-based and offshore development teams aim to fuel organizational innovation by helping modernize your existing systems or bring new software visions to life. ... read KMS Technology reviews & insights

    NA
    1,000 - 9,999
    2009
    Atlanta, United States
    Reliable, hard working and highly professional team. Excellent development service! - Trung Trinh
  • We are Hivex, a young Outstaffing Company. It all started with a small team that came together to help businesses achieve the best results. Our company has been assisting both startups and established brands for over 2 years, empowering them to attain success and generate ... read Hivex reviews & insights

    $25 - $49/hr
    50 - 249
    2020
    Hallandale, United States
    Hivex delivered great software engineers - Marketer
  • Kellton is a leading global technology solutions company that has been empowering businesses with innovative and cutting-edge technology since 2009. With a team of over 1,800+ highly skilled professionals across the globe, we are committed to helping businesses ranging from funded startups to the Fortune ... read Kellton reviews & insights

    $50 - $99/hr
    1,000 - 9,999
    2009
    Plano, United States
    They’ve brought in the right people to deliver our solution. - Vice President, Quality and Regulatory
  • Using AI Tools

    • Joule by SAPJoule by SAP

    LeverX is an SAP Gold Partner with SAP as its core area of expertise. Since 2003, we have delivered end-to-end SAP services spanning advisory, implementation, cloud transformation, product engineering, and managed services. Backed by 2,200+ professionals and 1,500+ projects, we combine deep expertise across SAP ... read LeverX reviews & insights

    $50 - $99/hr
    1,000 - 9,999
    2003
    Miami, United States
    I was highly impressed with LeverX's proactive approach and their ability to come up with innovative ideas. - Anonymous

    Why LeverX?

    • Giving You Confidence In Complex SAP Projects
    • Customer-Centric Solutions
    • Trusted Partner Within the SAP Ecosystem
  • Talentica Software delivers top big data analytics solutions that help startups and enterprises maximize the value of complex business data. With a team of over 450 engineers, they provide big data development, analytics, and data engineering services tailored to modern business needs. Their expertise across ... read Talentica Software reviews & insights

    $25 - $49/hr
    250 - 999
    2003
    Pleasanton, United States
    Highly skilled and knowledgeable team. - Co-Founder and CTO
  • Software migration Softacom specializes in large complex data, business application, and infrastructure migrations to any version of .NET and Delphi as well as to cloud platforms. To help you reach the highest results, your software should correspond to your business needs. Even if your applications ... read Softacom reviews & insights

    $25 - $49/hr
    50 - 249
    2008
    Bellevue, United States
    We gave them very basic requirements and they handled everything from design to coding to testing. - Sean Solberg
  • At SOLTECH, artificial intelligence is integrated into the way we design, build, and deliver technology solutions for our clients. Based in Atlanta and proudly women-owned, we help organizations nationwide build technology to innovate with confidence, operate more efficiently, and achieve measurable business outcomes. For nearly ... read SOLTECH reviews & insights

    $150 - $199/hr
    50 - 249
    1998
    Atlanta, United States
    Soltech successfully finished our project in time & with great efficiency - Founder & CEO
  • SemiDot Infotech is a Top rated multi award winning software development company providing a full suite of services and solutions like website development, mobile application development, software development, blockchain development, crypto currency development, NFT marketplace development & e-wallet app development to small, medium, big enterprises, ... read SemiDot Infotech Pvt Ltd reviews & insights

    < $25/hr
    50 - 249
    2011
    Boulder, United States
    SemiDot InfoTech - Software Technician Apprentice
  • We Create Astounding Products Powered By Machine Learning And Data Analysis.

    $100 - $149/hr
    10 - 49
    2022
    Van Nuys, United States
    AI Development Support for Cosmetic Company - Co-Founder
  • Using AI Tools

    • GeminiGemini
    • ChatGPTChatGPT
    • ClaudeClaude
    • GitHub CopilotGitHub Copilot
    • LovableLovable
    • + 1 More

    Data analytics works like a detective solving a puzzle. For instance, a hospital collects data on patient symptoms, treatment outcomes, and medication usage. Then, utilizing specialized software, the hospital analyzes this data to identify patterns, such as which treatments are most effective for a certain ... read SumatoSoft reviews & insights

    $50 - $99/hr
    50 - 249
    2012
    Boston, United States
    A highly skilled and responsive team that delivered outstanding results under challenging deadlines. - Business Developer
    Visit Website

    Why SumatoSoft?

    • Options, not just estimates.
    • Compliance in scope from day one.
    • Built to be kept.
  • Megaputer Intelligence Inc. is a leading developer of data and text mining software, offering tools for predictive modeling and knowledge discovery on large volumes of structured data and text. Its analytical tools enable customers worldwide to make informed data-driven decisions. While building customized solutions, Megaputer ... read Megaputer Intelligence Inc. reviews & insights

    $100 - $149/hr
    50 - 249
    1997
    Bloomington, United States
    Text analytics - Matthew Bruns
  • Using AI Tools

    • ChatGPTChatGPT

    SynapseIndia is a provider of next-gen consulting, technology, and outsourcing services, including web & mobile app development, software development, eCommerce, and cloud computing. We integrate advanced technologies such as RPA (Robotic Process Automation), AI bot development, machine learning, data analytics, Python-based solutions, cloud-native development, API ... read SynapseIndia reviews & insights

    $25 - $49/hr
    50 - 249
    2000
    NYC, United States
    Good company to work with - Anonymous

    Why SynapseIndia?

    • Proven expertise & successful delivery
    • Client-first approach & transparency
    • High-quality & scalable solutions
  • NIX

    Pro Verified

    Using AI Tools

    • GitHub CopilotGitHub Copilot
    • ClaudeClaude
    • CursorCursor
    • GeminiGemini
    • PerplexityPerplexity

    NIX has delivered web development services for over 20 years. Our web development team consists of 500+ high-qualified engineers, and numerous certifications prove our expertise and high quality of provided services. Since 2009, NIX has been a Microsoft Gold Partner, and NIX engineers earned MCSA ... read NIX reviews & insights

    $50 - $99/hr
    1,000 - 9,999
    1994
    Tampa, United States
    satisfied customer for many years - Project Manager
    Visit Website

    Why NIX?

    • Over 3,000 experts delivering proven resuls
    • Tailored engagement models for your exact needs
    • AI-enabled development to boost speed and cut cost
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • GitHub CopilotGitHub Copilot
    • GeminiGemini

    IT CONSULTING SERVICES Intellectsoft stands at the forefront of technological innovation. With a team steeped in deep tech expertise, we're more than just consultants. We're your partners in shaping a future-ready IT roadmap. Our approach is tailored, ensuring your business not only adapts but thrives. ... read Intellectsoft reviews & insights

    NA
    50 - 249
    2007
    NYC, United States
    Goods - UI / UX Lead

    Why Intellectsoft?

    • Senior-led enterprise engineering
    • AI & custom software expertise
    • ISO 27001 certified delivery
  • BluEnt delivers end-to-end digital and data-driven solutions designed to improve performance, efficiency, and long-term growth. Our capabilities span precision-driven CAD drafting, construction documentation, millwork shop drawings, 3D rendering, and BIM services, along with advanced digital services such as customer web and application development, scalable eCommerce ... read BluEnt reviews & insights

    $100 - $149/hr
    50 - 249
    2003
    Lewes, United States
    Exceptional web design and analytics services, consistently well-executed. - Chairwoman
  • Welcome to DevOpsProdigy, where we believe in the power of optimization! Let us take infrastructure support off your shoulders so you can focus on product development! We provide an individually tailored strategic solution to each of our clients. No matter how unique your infrastructure complexity ... read DevOpsProdigy reviews & insights

    $50 - $99/hr
    50 - 249
    2008
    Sunnyvale, United States
    They heed to our suggestions and discuss with us the best ways to improve the work processes. - Anna Barinova
  • Ancient

    Pro Verified

    Using AI Tools

    • CursorCursor

    Ancient is an AI-first software engineering and digital transformation partner helping fintechs and enterprise organizations build intelligent products, modernize legacy platforms, and accelerate innovation through our Human + AI delivery model. Since 2014, we have supported clients across more than 15 countries with scalable technology ... read Ancient reviews & insights

    $50 - $99/hr
    50 - 249
    2013
    Charlotte, United States
    Flexible Staff Augmentation and Reliable Support - Anonymous
    Visit Website

    Why Ancient?

    • Scale capacity with proven structure delivery.
    • Speed delivery through AI-Augmented engineering
    • Governance execution with structure and ownership
  • Using AI Tools

    • ChatGPTChatGPT

    Data-Entry-India.com is a global Data and AI operations partner established in 1999. With presence across 50+ countries, the company serves over 3,850 clients. We help organizations train machine learning models, streamline back-office workflows, and scale digital commerce through AI-enabled, expert-supervised processes. Our core offerings span ... read Data-Entry-India.com reviews & insights

    < $25/hr
    250 - 999
    1999
    Laguna Beach, United States
    Provided high-quality labeled datasets quickly, significantly enhancing our object detection algorithm. - PROJECT MANAGER

    Why Data-Entry-India.com?

    • ISO 9001
    • ISO 27001
    • HIPPA Compliant
  • Launched in 2006, Amazon Web Services (AWS) began exposing key infrastructure services to businesses in the form of web services -- now widely known as cloud computing. The ultimate benefit of cloud computing, and AWS, is the ability to leverage a new business model and ... read Amazon AWS reviews & insights

    NA
    10000+
    2006
    Seattle, United States
    Virtual Try On AI software for fashion - cto
  • Smartbridge provides the strategy, implementation, and support to bring your digital agenda to reality. With digital innovation and analytics, you will establish a sharper understanding of your customer’s needs. Automation, AI & ML and modernization will propel you to your goals of operating as a ... read Smartbridge reviews & insights

    NA
    50 - 249
    2003
    Houston, United States
    Their willingness to work on competitive projects and still be able to give exactly what you’re looking for is impressive. - Manager
  • NavAI, a Navsoft company, empowers businesses to make smart decisions by leveraging data analytics and predictive analytics. Built on cutting-edge ML algorithms, NavAI dives deep into your data to uncover invaluable insights. By using LLM and NLP, NavAI enables you to interact with your data ... read NavAI reviews & insights

    $25 - $49/hr
    250 - 999
    1999
    NYC, United States
    NavAI has been a game-changer for my business. - From Design Thinking to Market Impact: Lead Marketing & Design Strategist
  • Creative360 is a mobile app development studio based in the heart of NYC. We're a team of design-oriented entrepreneurs building award winning mobile applications. We specialize in the beautiful craft of branding, designing, developing, and launching iOS, Android, and web apps.

    $50 - $99/hr
    10 - 49
    2014
    NYC, United States
    App Development For Payment Solutions Company - Founder & CEO
  • Svitla is a global digital solutions company with over 20 years of industry experience. Since 2003, we have engineered more than 5,000 transformative solutions for our clients around the globe, bolstering their growth and competitive edge. Our mission is to advise and implement modern, sustainable ... read Svitla Systems reviews & insights

    $25 - $49/hr
    1,000 - 9,999
    2003
    Corte Madera, United States
    Clever Developers supported by a people focussed organisation - Head of People & Office
  • Seattle Organic SEO (SOS) is the Top Search Engine Optimization firm based in the Seattle, Washington. Our team has a significant number of years helping companies of all sizes optimize their businesses to take full advantage of the dynamically changing digital marketing world. We've helped ... read Seattle Organic SEO reviews & insights

    $150 - $199/hr
    2 - 9
    2010
    Seattle, United States
    Seattle Organic SEO helped bring my website to page 1 - Owner

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The Magical Quadrant

Hover any bubble for the firm's exact scores. Filter the view using the controls on the right.

360-PERFORMANCE VIEW (Y) →
0255075100
Industry ContendersIndustry LeadersUpcoming AchieversMarket Influencers
0255075100
CORE COMPETENCIES (X) →

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.

Top firms in this category

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

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

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