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
  • South Shore Analytics is a trusted data analytics firm known for delivering high-quality business suite solutions tailored to your data analytics needs. Our team of experts specializes in growth enhancement analytics, assisting businesses of all sizes in achieving success. We prioritize timely and accurate results, ensuring solutions are aligned with your specific timeline. Our expertise ... read South Shore Analytics reviews & insights

    $25 - $49/hr
    2 - 9
    El Paso, United States
  • Virga Labs brings extensive experience working in partnership with governments, non-profits, and universities to solve water and climate problems throughout the western U.S. We specialize in navigating the unique and complex structure of water management, laws, and policies in water-stressed river basins in the U.S. and internationally. We excel in the analysis and visualization of ... read Virga Labs reviews & insights

    < $25/hr
    2 - 9
    Phoenix, United States
  • OneSix is a leading data and artificial intelligence (AI) consultancy that helps businesses build the strategy, technology, and teams they need to scale growth and efficiency. Its team of skilled Data Engineers, Data Scientists, Machine Learning (ML) Experts, and AI Engineers seamlessly integrate with client teams to solve their most challenging business problems. Leveraging strategic ... read Onesix reviews & insights

    NA
    10 - 49
    2013
    Chicago, United States
  • Scality solves organizations’ biggest data storage challenges — security, performance, and cost. Designed to provide the strongest form of immutability plus end-to-end cyber resilience, Scality solutions safeguard data at five core levels for unbreakable ransomware protection. Delivering utmost resilience, Scality makes storage infrastructures limitlessly scalable in all critical dimensions. The world’s most discerning companies trust ... read Scality reviews & insights

    $25 - $49/hr
    2 - 9
    San Francisco, United States
  • Bearex is a manufacturing intelligence platform built for manufacturers who need real-time, visual insights to optimize operations, improve efficiency, and drive profitability. Unlike ERP systems that focus on managing workflows, Bearex extracts and connects ERP data with other key systems, such as machine performance, financials, quality control, and sales pipelines. This provides a single source ... read Bearex reviews & insights

    NA
    10 - 49
    2021
    Michigan City, United States
  • MacroGrowth Analytics (MGA) is a strategy-driven business consulting firm specializing in helping purpose-led entrepreneurs and service providers scale with clarity, structure, and impact. We empower organizations through tailored growth strategies, automation systems, and operational consulting designed to eliminate bottlenecks and drive measurable results. Our team serves a wide range of industries—including mental health, healthcare, e-commerce, ... read Macrogrowth Analytics reviews & insights

    < $25/hr
    2 - 9
    2023
    Canton, United States
  • Industrial Network Systems (INS3) is a forward-thinking technology solutions provider dedicated to helping manufacturers harness the full power of digital transformation. We specialize in the integration of smart technologies that optimize operations, enhance efficiency, and future-proof manufacturing environments. At INS3, we recognize that the path to digital innovation goes beyond technology—it requires strategic guidance and ... read Industrial Network Systems reviews & insights

    $25 - $49/hr
    50 - 249
    1990
    Arlington Heights, United States
  • Powered by a former law firm partner with 20+ years marketing experience, PrecisionCMO helps law firms grow their business and find more ideal clients.Digital and traditional marketing has been in our blood since 2002. It's all we do. Our founder's experience began with a direct to consumer home audio speaker company he founded with another ... read PrecisionCMO, LLC reviews & insights

    $300+/hr
    2 - 9
    2024
    Albany, United States
  • Brass Valley is a trusted leader in secure IT Asset Disposition (ITAD) and data center services. We help organizations safely manage the end-of-life process for IT equipment through certified data destruction, compliant decommissioning, and responsible recycling. With a focus on security, compliance, and environmental stewardship, Brass Valley delivers end-to-end solutions that protect data, reduce risk, ... read Brass Valley reviews & insights

    < $25/hr
    2 - 9
    2002
    Grafton, United States
  • We are a software implementation company specializing in building custom data dashboards utilizing open source software. We offer fast turnaround times and the ability for the software to be run on customer provided hardware, either on premises or cloud based.

    NA
    Freelancer
    2025
    Houston, United States
  • AbbasAi Solutions is a forward-thinking technology firm specializing in cutting-edge Artificial Intelligence (AI) and Machine Learning (ML) development. We empower businesses to transform their data into actionable insights and intelligent systems. Our expertise spans custom AI model development, predictive analytics, recommendation engines, and data-driven dashboards, designed to optimize operations, enhance user experiences, and drive significant ... read AbbasAi Solutions reviews & insights

    NA
    2 - 9
    2024
    Spring, United States
  • Platform 3 Solutions specializes in helping large organizations manage and retire legacy applications. These systems often hold important data but are costly to maintain, insecure, and difficult to integrate with modern tools. Platform 3 provides the software and services needed to safely shut down these old systems while keeping the data accessible, secure, and compliant. ... read Platform 3 Solutions reviews & insights

    NA
    50 - 249
    2013
    Minnetonka, United States
  • We understand that data can sometimes feel more like a burden than a revolutionary business asset. Our team has a proven track record of getting the most out of data. Let’s work together to build intuitive analytics tools that work. We help organizations turn data into a competitive advantage. Our services span the full analytics ... read Pliny Analytics reviews & insights

    NA
    2 - 9
    2025
    Seattle, United States
  • Ross Analytix is a modern data consulting firm specializing in Data Lakehouse Architecture, Generative AI, and Cloud Modernization. As an official Databricks partner, we empower businesses to transform their data ecosystems, accelerate ETL/ELT pipelines, and leverage AI-driven insights for measurable impact. What We Do: Data Strategy & Governance – Architecting scalable, compliant data foundations aligned ... read Ross Analytix reviews & insights

    $100 - $149/hr
    10 - 49
    2023
    Arlington, United States
  • At SEMplicity, Inc., we specialize in Elastic consulting, Elasticsearch optimization, and architecture design that empower organizations to unlock the full value of their data. Since 2017, our team has partnered with enterprises and government agencies to deliver high-performing, secure, and scalable Elastic Stack deployments. Our services include Elastic cluster health checks, performance tuning, search optimization, ... read SEMplicity, Inc. reviews & insights

    $150 - $199/hr
    10 - 49
    2014
    Newton, United States
  • ClonePartner is an engineer-led service that turns complex data migrations and integrations into "that was easy" moments. We specialize in high-trust, secure solutions, combining the speed of a modern product with the accountability and precision of a dedicated expert service. With a track record of over 750 successful migrations, we guarantee highest level of accuracy ... read ClonePartner reviews & insights

    NA
    10 - 49
    2023
    Beaverton, United States
  • For the past 15 years, we’ve been helping US companies scale their software and data engineering with dedicated teams of 3 to 15 developers. We work across all modern cloud platforms - AWS, GCP, Azure - automating ETL/ELT processes, optimizing infrastructure, and making your data AI-ready. What we can do for you ✔️Speed up data ... read Modus Soft reviews & insights

    $50 - $99/hr
    50 - 249
    2010
    Boston, United States
  • Osmicro Networks provides comprehensive managed IT services to maintain the effectiveness, security, and productivity of your company. With a strong user-focused approach our team manages data protection, cloud support, system monitoring and quick issue resolution. We ensure that your IT setup supports long-term objectives, reduce downtime and improve cybersecurity. Osmicro Networks guarantees that your technology ... read Osmicro Networks reviews & insights

    NA
    2 - 9
    2010
    Mountain, United States
  • PRISM Nexus is a professional research and training institute dedicated to advancing knowledge, developing skills, and fostering innovation. We support individuals, organizations, and communities through cutting-edge research, evidence-based training, and strategic guidance for grant applications and professional development. Our institute serves as a hub for collaboration, knowledge exchange, and applied learning, bridging the gap between ... read Prism Nexus reviews & insights

    NA
    2 - 9
    2025
    Sheridan, United States
  • The Business Accelerator Institute, founded by James R. Brown, helps businesses of all sizes build stronger, more sustainable processes and systems through practical business growth coaching. The assistance focuses on clarity, structure, and real-world execution in every field. Their systematic coaching avoids the pitfalls of generic advice by teaching owners how marketing, sales, operations, people, ... read Business Accelerator Institute reviews & insights

    NA
    10 - 49
    2024
    Edwardsville, United States
  • Metrica is an enterprise software company operating in the business intelligence infrastructure space. The company focuses on Power BI connectivity for enterprise systems, enabling organizations to integrate data from platforms such as SAP and Salesforce into their analytics environments. Metrica’s products are designed for analytics and data teams working with complex enterprise systems, where reliability, ... read Metrica Software reviews & insights

    NA
    50 - 249
    2025
    Boca Raton, United States
  • TopReviewBlog is a reliable guide for discovering the best SaaS software and eBooks through expert reviews, in-depth comparisons, and actionable insights. We focus on real user experiences, key features, pricing, and performance to help businesses make informed decisions. Whether you are searching for automation tools, AI-powered software, orhigh-quality digital eBooks, TopReviewBlog delivers honest and easy-to-understand ... read topreviewblog reviews & insights

    $50 - $99/hr
    2 - 9
    2025
    Bath, United States
  • Anakin is a Y Combinator–backed competitive intelligence company that helps teams move faster, price smarter, and win in dynamic markets. We provide real-time visibility into pricing, assortment, availability, and competitor activity across platforms, markets, and verticals. Our platform continuously collects and structures high-quality market data at scale, enabling businesses to track competitor moves, monitor catalog ... read Anakin Technologies Inc reviews & insights

    NA
    50 - 249
    2020
    Dover, United States

    Why Anakin Technologies Inc?

    • Bespoke Data & Delivery
    • Extremely High Data Accuracy
    • Highly Scalable & Modular Infrastructure
  • Data-Sleek is a U.S.-based data consulting company that helps organizations transform raw information into measurable business value. We specialize in data architecture, data strategy, integration, and warehousing, enabling businesses to scale with confidence, stay compliant, and achieve operational excellence. Our expert team partners with enterprises of all sizes to design and implement modern data platforms ... read Data Sleek reviews & insights

    $100 - $149/hr
    10 - 49
    2020
    Irvine, United States
  • Spotbookr is a social advertising intelligence platform designed to provide marketers and agencies with actionable insights into global ad campaigns. By tracking competitor activity, creative deployment, and market volatility across 154 countries and 221 regions, Spotbookr helps teams make data-driven decisions, optimize performance, and anticipate trends. The platform focuses on patterns and behaviors rather than ... read Spotbookr reviews & insights

    NA
    2 - 9
    2026
    Dover, United States
  • At Adiabat, we are driven by the belief that weather shouldn't be a mystery or a missed opportunity. With deep expertise in meteorology, climatology, and geospatial intelligence (GIS), we help bridge the gap between raw data and real-world impact. We got our start in 2013, providing weather and climate data support to the United States ... read Adiabat Weather reviews & insights

    $100 - $149/hr
    2 - 9
    2022
    Roanoke, United States

    Why Adiabat Weather?

    • Proven Expertise and Decades of Experience
    • Client-first Approach
    • On-Staff Certified Consulting Meteorologists
  • Using AI Tools

    • ClaudeClaude

    Quinte Financial Technologies is an AI-powered operations company serving banks and credit unions, headquartered at 19 Fulton Street, New York, NY. Their core proposition is combining AI, automation, and domain expertise to help financial institutions streamline operations, manage risk, stay compliant, and improve customer service. They offer three main products: CaseHUB — A cloud-based enterprise ... read Quinte Financial Technologies Inc reviews & insights

    $300+/hr
    50 - 249
    2019
    NYC, United States

    Why Quinte Financial Technologies Inc?

    • AI-powered ops built for banks & credit unions
    • Proven partner with 10 plus years of expertise
    • End-to-end software,automation and managed service
  • Using AI Tools

    • ChatGPTChatGPT

    Safegraph is a data company that provides detailed information about physical places and points of interest. Businesses, researchers, and developers use its datasets for market analysis, site selection, advertising, and urban planning. SafeGraph helps organizations gain accurate insights into commercial locations, consumer environments, and geographic trends for better decision-making.

    $25 - $49/hr
    10 - 49
    2016
    Marlborough, United States

    Why SafeGraph?

    • Provide Quality POI Data
    • Provide Quality Data for Business
    • Provide Geometry Data
  • Using AI Tools

    • ChatGPTChatGPT

    Data Analytics Stack is a specialist retail analytics partner, not a generic BI agency or dashboard builder. We work with retail and eCommerce brands to replace guesswork with clear, reliable data, building analytics systems that support smarter decisions and long-term growth.

    < $25/hr
    10 - 49
    2020
    Austin, United States

    Why Data Analytics Stack?

    • Retail-Focused Expertise
    • Unified Data & Clear Insights
    • Ongoing Partnership & Actionable Results
  • Using AI Tools

    • ChatGPTChatGPT

    LiftLab is the leading full-funnel media planning platform designed for B2B marketers seeking to maximize revenue and profitability from their marketing investments. The company's proprietary LiftLab Trust Engine™ uniquely integrates Marketing Mix Modeling (MMM) with experiments through a unified econometric framework, delivering continuous, real-time insights that adapt to rapidly evolving advertising platforms.Unlike traditional MMM solutions ... read LiftLab Analytics Inc reviews & insights

    < $25/hr
    50 - 249
    2018
    Oakland, United States

    Why LiftLab Analytics Inc?

    • Full-Funnel Marketing Measurement
    • Real-Time Budget Optimization
    • Trusted Incrementality & MMM Insights
  • Using AI Tools

    • Cartos AICartos AI

    At Anamap we are focused on making it so businesses have the analytics expertise to make good data-backed decisions. Numbers are hard and having a team of analysts is a luxury but we believe that the ability to understand your data is crucial to successfully running your business. We're obsessed with making it easier for ... read Anamap reviews & insights

    NA
    2 - 9
    2024
    Woodinville, United States

    Why Anamap?

    • Analytics is the one thing we do
    • We believe in full transparency
    • We think all businesses deserve good data
  • Using AI Tools

    • CanvaCanva

    REA Analytics provides free grant writing assistance for nonprofit organizations seeking federal funding opportunities. Our free services include grant procurement and opportunity identification, application development, proposal writing, submission support, and reviewer feedback audits.We work with organizations to improve narrative clarity, align applications with funder priorities, and ensure all required sections meet formatting and scoring standards.If ... read REA Analytics reviews & insights

    NA
    2 - 9
    2010
    Grand Rapids, United States

    Why REA Analytics?

    • Free grant writing assistance for nonprofits
    • 15 years of experience
    • Knowledgeable, responsive team
  • Using AI Tools

    • ClaudeClaude

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    $25 - $49/hr
    2 - 9
    2012
    Las Vegas, United States

    Why LeadRecon?

    • asdasdasd
    • LeadRecon shows who is worth contacting, why, and
    • LeadRecon shows who is worth contacting, why, and
  • Using AI Tools

    • ChatGPTChatGPT
    • ClaudeClaude
    • CanvaCanva

    Infometry enables end-to-end data and AI transformation—from strategy and architecture to execution and optimization. Our latest innovations include Snowflake Native Apps, 22+ pre-built cloud connectors for Informatica and Snowflake, no-code accelerators for metadata discovery and cloud data warehouse test automation, and INFOFISCUS Conversa—our conversational intelligence platform for natural language data queries, SQL generation, and document ... read Infometry Inc reviews & insights

    $25 - $49/hr
    50 - 249
    2010
    Fremont, United States

    Why Infometry Inc?

    • Proven Expertise
    • Data-Driven Innovation
    • Customized Solutions
  • Using AI Tools

    • ClaudeClaude

    A flat-fee medical billing company built for U.S. providersMost practices lose 8 to 12 percent of gross collections to preventable denials while their billing vendor emails a PDF once a month. Mediflows Billing Solutions is the medical billing company that closes that gap. We run full revenue cycle management on a flat monthly fee, audit ... read Mediflows Billing Solutions reviews & insights

    $50 - $99/hr
    10 - 49
    2000
    Washington, United States

    Why Mediflows Billing Solutions?

    • trusted
    • responsible
    • on time works
  • Using AI Tools

    • ReplitReplit

    Top Sales Agencies is a trusted platform helping businesses discover, compare, and connect with the best sales agencies worldwide. We showcase top rated B2B sales agencies specializing in lead generation, sales outsourcing, appointment setting, and revenue growth solutions.

    $200 - $300/hr
    10 - 49
    2026
    Chicago, United States

    Why TopSalesAgencies?

    • Discover top sales agencies for lead generation
    • Compare trusted sales partners and services
    • Find experts to accelerate business growth
  • Using AI Tools

    • GeminiGemini

    HeadquartersNewark, Delaware, USADelivery & Operations Center: Kolkata, India Founded2024 IndustryAIData AnalyticsBusiness IntelligenceEnterprise Data EngineeringIT Consulting What Fraoula DoesFraoula helps organizations build data-driven businesses by providing:AI Governance & ComplianceData Analytics & Business IntelligenceData Engineering & IntegrationPredictive Analytics & Machine LearningData Visualization & Executive DashboardsData Governance & SecurityCloud Data PlatformsStrategic Talent Augmentation (Analytics & Data Engineering) Industries ... read Fraoula reviews & insights

    $100 - $149/hr
    50 - 249
    2024
    Newark, United States

    Why Fraoula?

    • Data Analytics
    • AI
    • AIML
  • Using AI Tools

    • ClaudeClaude
    • ChatGPTChatGPT

    Allocera Intelligence LLC is a solo-founder company that built CDAI (Cost Distortion Attribution Intelligence) — a deterministic cost reconciliation engine, not an AI model. Same data always produces the same output, every time: no prediction, no model inference, no guessing.CDAI ingests ad platform data, CRM data, and financial data every night and reconciles true campaign ... read Allocera Intelligence reviews & insights

    $50 - $99/hr
    Freelancer
    2024
    Palm Beach Gardens, United States

    Why Allocera Intelligence?

    • Deterministic math, not AI guesswork
    • Onboards to any vertical in 48 hours
    • PII-scrubbed, read-only, no client data stored
  • Using AI Tools

    • Modak Forge AIModak Forge AI

    Modak is a data engineering and IT consulting company helping enterprises modernize their data infrastructure, accelerate cloud adoption, and build scalable, AI-ready data ecosystems. With expertise across data engineering services, cloud data platforms, data integration, data migration, data modernization, data governance, and AI, Modak helps organizations transform complex data environments into reliable foundations for analytics ... read Modak reviews & insights

    $100 - $149/hr
    250 - 999
    2014
    Deerfield, United States

    Why Modak?

    • AI-First Data Engineering Experts
    • Governance-First AI Data Solutions
    • Trusted Partner for Enterprise Data
  • Using AI Tools

    • ChatGPTChatGPT

    Onlinesurvey.ai is an AI-powered survey platform that takes teams from research objective to actionable insight without the manual work traditional tools require. The platform generates complete, logically structured questionnaires from plain-language research goals. Question types, branching logic, and survey flow are set automatically and fully editable. Teams can customize branding including colors, fonts, and logos ... read Onlinesurvey.ai reviews & insights

    $25 - $49/hr
    2 - 9
    2026
    San Francisco, United States

    Why Onlinesurvey.ai?

    • Describe your goal. Get a full survey back.
    • Logic, branding and flow set themselves.
    • No spreadsheets. No analyst. Just answers.
  • Using AI Tools

    • CursorCursor

    Alluvium is an independent, US-based Power BI consulting practice serving mid-sized companies. We help executives and BI leaders turn fragmented reporting into trusted, usable decision support. We work across the full journey: building a first Power BI model, recovering from a false start, optimizing slow or conflicting reports, rebuilding dashboard sprawl into a reliable semantic ... read Alluvium reviews & insights

    $150 - $199/hr
    Freelancer
    2012
    Waukesha, United States

    Why Alluvium?

    • Business-first Power BI delivery
    • Senior, hands-on expertise
    • Practical end-to-end support
  • ZUZEX means aesthetics, functionality, and conciseness in every single line of code. ZUZEX serves diverse industries and verticals, helping B2B and B2C companies create profitable digital solutions, from streamlined applications to high-performance enterprise systems.

    $50 - $99/hr
    50 - 249
    2008
    Santa Rosa, United States
    Very reliable partner to build your software - Head of Data Science & Analytics at Httpool
  • At Thoughtworks, we specialize in empowering organizations to leverage AI and machine learning to solve their most difficult challenges. Our unique approach integrates strategy, design and software engineering to create intelligent, people-centred solutions that augment your team’s capabilities and create extraordinary results across vast opportunities. ... read ThoughtWorks reviews & insights

    $25 - $49/hr
    1,000 - 9,999
    1993
    Atlanta, United States
    Great accountability, ownership, delivery and strategy ! - Chief Technology Officer
  • Johnny Grow℠ is a business growth consultancy that delivers professional services to help clients increase company revenue growth, profit growth and market capitalization. Growing our clients business is our business.

    $200 - $300/hr
    10 - 49
    0
    Melbourne, United States
    The team was incredibly responsive, timely, and communicative - Library Director
  • 01 Data Analysis to Solve a Plethora of Business Challenges Data is only as good as the analysis it’s put through. Our analysts are well-versed in digging deep into data to spot and develop solutions for potential business challenges before they arise. 02 Our Flexible ... read The Analyst Agency reviews & insights

    NA
    Freelancer
    Buffalo, United States
    Great research report - Business development professional
  • Standing tall in the IT sector since 2005, NGenious is a global enterprise solutions and information technology services provider. Founded in New Jersey by Nilesh Mehta.

    NA
    2 - 9
    0
    Jersey City, United States
    Their dedication and hard work were commendable just to deliver the product on time on our one request. - CEO
  • ALFATEK leverages decades of experience spanning multiple industries, covering IT Project Management, Infrastructure Engineering, Back-end System Administration, Software Development, and continuous IT support for corporate and governmental sectors. Our services encompass both on-site and remote management of enterprise network infrastructures, encompassing everything from Domain Controllers ... read ALFATEK reviews & insights

    $150 - $199/hr
    10 - 49
    2013
    Concord, United States
    Title: IT MSP Firm - CEO
  • HubSpire Corp is an Information Technology Company with a product-driven approach and provides IT consulting & Custom Software development services to Federal government, local government and commercial organizations. HubSpire was founded in 2008 with offices in New Jersey and New York. HubSpire is an innovative ... read HubSpire Corp reviews & insights

    $50 - $99/hr
    10 - 49
    2008
    NYC, United States
    Long term relationship - Principal

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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) →
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Industry ContendersIndustry LeadersUpcoming AchieversMarket Influencers
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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.

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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.

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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