Top Big Data Companies in the UK

Researched by:Goodfirms Research TeamUpdated:September 5, 2026

Goodfirms has reviewed 318 Big Data Companies in the UK as of September 2026. The top-ranked firm is Instinctools (4.9 stars, 27 verified reviews, $25 - $49/hr, founded 2000, London). Across the category, the median hourly rate is $37, median client rating is 4.9, and 25% of firms employ 50+ members. Explore the vetted Big Data Companies in the UK below, compare their strengths, and connect with the provider best suited to your requirements.

While searching for the top big data companies in the United Kingdom, it is necessary to know your requirement, and more so, about the capabilities of these firms. The most proficient big data developers in the United Kingdom can help with all your needs and expectations out of a project. It is still pivotal to find the right fit to receive the most personalized experience and services from such a provider. Following is a list curated by Goodfirms, that will prove valuable in finding the right service provider for your business needs. Explore the menu to match your requirements with the capabilities of these big data analytics firms in the United Kingdom to find the right fit for your business.

318Verified firms
$37/hrMedian hourly rate
4.9 ★Median rating
25%Have 50+ members

Goodfirms has verified 318 Big Data Companies in the UK - part of 5,759+ 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
Headquarters
Action

List of Big Data Analytics Companies UK | Top Big Data Analytics Solutions

Find a Big Data & BI Company Near you
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Service
Hourly Rate
Employees
ReviewsAll Companies
Industry
Client Type
  • Since 2007 DataConsulting has been assisting organisations to develop robust, reusable analytics and effective data analysis strategies to provide valuable insight, assurance and risk management to their business. We now have over 100 clients, including national government agencies, independent businesses and FTSE100 clients. Based in the UK, DataConsulting is a leading data analytics software and ... read DataConsulting reviews & insights

    $25 - $49/hr
    50 - 249
    2007
    Wakefield, United Kingdom
  • API Workflow Integration Our products are designed to seamlessly integrate into your existing workflow. A step towards increased productivity does not have to involve intensive staff training anymore. Data Processing Receive better performance indicators that increase productivity, reduce operational costs and help you connect with your wider audience. Actionable Insights Implement growth strategies that are ... read EMERGEiQ reviews & insights

    NA
    10 - 49
    2019
    London, United Kingdom
  • Humble Group is UK based rusted data professional partner; we provide transformative solutions and data services tailored to help our customers to unlock hidden value of their data. We offer team of consultants specialized in Data Management, Business Intelligence, and Analytics.

    NA
    2 - 9
    2021
    Dundee, United Kingdom
  • As an AWS Advanced Consulting Partner, Lambert Labs provides AWS consulting services across a wide spectrum of AWS services. We provide the service expertise needed in order for our clients to innovate and scale. As an AWS Advanced Consulting Partner, what value do we add ... read Lambert Labs reviews & insights

    NA
    2 - 9
    2017
    London, United Kingdom
    Really enjoyed working with Lambert Labs. - Boryana
  • With over a decade of expertise, Scraping Solution delivers tailored services to Businesses, Enterprises and Institutions. Our core offerings include Automated Web Scraping Solutions, Data Mining, Custom Web and Desktop Applications, Advanced Web Tools, Plugins and Full E-commerce Store Management. We also specialize in Website ... read Scraping Solution Ltd reviews & insights

    < $25/hr
    2 - 9
    2021
    London, United Kingdom
    Scraping Solution took the whole project quite professionally and whole project went quite smoothly - CEO and Founder
  • Westpoint is a senior engineer-led software and cloud engineering consultancy focused on solving complex technical challenges for ambitious organisations. We specialise in designing, building, and modernising enterprise software systems, helping companies integrate platforms, scale infrastructure, and deliver reliable digital products. Our work spans cloud architecture, ... read Westpoint reviews & insights

    NA
    10 - 49
    2018
    London, United Kingdom
    A highly skilled and collaborative development partner. - Product Manager

    Why Westpoint?

    • Owner-operator consultancy, no delivery layers
    • Experts in complex cloud and system integrations
    • Proven experience with complex platforms
  • SPEQTO Technologies is a leading software development company and also a top-notch service provider in blockchain development services.Get the best blockchain developers and web development services at Speqto, with world-class customized solutions as per our clients' needs.

    $50 - $99/hr
    50 - 249
    2017
    London, United Kingdom
    they delivered a custom software solution that perfectly met our needs, - Director
  • Phocas gives you better visibility to best serve customers and more financial control. No more waiting for changes and reports so you can get on with making smart moves today and planning a more certain future for your business. Data gets things going to plan Use the Phocas analytics platform to get unprecedented insight into ... read Phocas Software reviews & insights

    $50 - $99/hr
    50 - 249
    1999
    Coventry, United Kingdom
  • Some of the largest companies in the world rely on our information management applications, technology and support services. Your business is driven by data. And so are we. We help you gather, analyze and understand data, so you can modernize it, manage it and monetize it.

    NA
    50 - 249
    2014
    Milton Keynes, United Kingdom
  • Touchstone Business Intelligence (BI) knows that in order for a modern business to be successful they have to be a data-led company.

    < $25/hr
    2 - 9
    0
    Cleveland, United Kingdom
  • At 29FORWARD, we aren't like the big consultancies. We don't have thousands of staff members, we don't take forever to do analysis and we don't charge a fortune to just deliver a report of recommendations to make. We are a concise group of dedicated consultants who help companies get the most out of their data. ... read 29Forward Ltd. reviews & insights

    $150 - $199/hr
    2 - 9
    2013
    London, United Kingdom
  • South West Business Intelligence is a company formed with the aim of supporting customers with their data and analytics needs from conception to delivery. Our guiding principle is based on honest assessment: we’ll work with you to determine firstly, if you need an analytics solution and if so, we’ll then support you with the process ... read SWBI reviews & insights

    $25 - $49/hr
    2 - 9
    2012
    Bristol, United Kingdom
  • Ciklum is a global Digital Solutions Company for Fortune 500 and fast-growing organisations alike around the world. Our 3,000+ Developers located in the Delivery Centres across the globe, provide our clients with a range of services including Enterprise App Development, Quality Assurance, Security, R&D, Big ... read Ciklum reviews & insights

    $50 - $99/hr
    1,000 - 9,999
    2002
    London, United Kingdom
    They have done a great job! - COO
  • Appoly are an professional team of enthusiastic design and development experts based in Leamington Spa, UK. The Appoly team are achieving groundbreaking things with app technology and are always looking into the future to ensure that all clients have apps that are not only functional ... read Appoly reviews & insights

    NA
    2 - 9
    2017
    Warwick, United Kingdom
    Excellent SEO tools app delivered - CEO
  • At Gorilla360 Ltd, we offer a full suite of services tailored to meet your business needs, leveraging the latest in technology and innovation. Whether you're looking for IT support, software development, digital marketing, or staffing solutions, we've got you covered. Our team of experts is ... read Gorilla360 Ltd reviews & insights

    < $25/hr
    10 - 49
    2020
    London, United Kingdom
    Excellent Team - Anonymous
  • Using AI Tools

    • ChatGPTChatGPT
    • PerplexityPerplexity
    • CanvaCanva
    • ClaudeClaude

    b10 is a UK-based Commercial Transformation Company helping ambitious organisations diagnose, rebuild and improve the systems that turn market opportunity into measurable commercial growth.We work across strategy, websites, CRM, marketing, sales, automation, operations and customer growth, not as disconnected services, but as one connected commercial ... read b10hub reviews & insights

    $50 - $99/hr
    2 - 9
    2024
    Belfast, United Kingdom
    Business transformation and improvement - Director

    Why b10hub?

    • CTI finds hidden commercial leakage
    • ACE connects strategy, systems and data
    • We build, automate and optimise
  • Quanovo was started by Computer Science PhD graduates who began creating quantitative trading models built upon Deep Learning technologies but have since expanded to partner with customers across industries to grow their potential through Neural Network technologies. We have the expertise to not just identify a solution but to build custom applications that deliver long ... read Quanovo reviews & insights

    $50 - $99/hr
    2 - 9
    2015
    Liverpool, United Kingdom
  • Given the volume of data your organization deals with, being thoughtful about each step of the data journey is important: data collection, data preparation, and data discovery. Datavid Rover's data discovery tools uncover hidden gems in your data, visualizing relationships between data sets to help you make strategic business decisions without compromising operations. Power up ... read Datavid reviews & insights

    $100 - $149/hr
    50 - 249
    2018
    London, United Kingdom
  • We are Microsoft Business Intelligence experts since 2008. Above all we have deep knowledge and understanding of business intelligence reporting solutions with a focus on Power BI. We certainly believe in empowering and enabling organisations to become self sufficient with their data and reporting solutions. This is where we come in. Above all we are ... read Sovereign BI, Data, Analytics reviews & insights

    $25 - $49/hr
    10 - 49
    2018
    United Kingdom
  • Using AI Tools

    • ClaudeClaude

    Bad data has teams pulling their hair out: wasted ad budgets, wrong calls, weekly hours burned on manual reports. Dolphin Analytics is the AI-native consultancy agencies and brands bring in to repair measurement (GA4, Google Tag Manager, server-side tagging), keep it GDPR-compliant, and automate the reporting on top. Founded 2019 in London; clients across the ... read Dolphin Analytics reviews & insights

    $100 - $149/hr
    2 - 9
    2019
    London, United Kingdom

    Why Dolphin Analytics?

    • Senior analyst accountable for every figure
    • Tracking fixed in days rather than months
    • GDPR-compliant tracking, automated reporting
  • Tiksom, headquartered in Manchester, UK, excels in Digital Transformation, AI/ML Development, and Product Engineering, bringing innovation and expertise to the forefront of every project. With over a decade of experience, we've pioneered bespoke solutions in custom web & mobile applications, leveraging cutting-edge technology. Our track ... read Tiksom reviews & insights

    $25 - $49/hr
    10 - 49
    2017
    Manchester, United Kingdom
    Tiksom's work, their responsiveness and their thoughtful, creative engagement have been impressive. - CEO
  • Four Ages provides comprehensive software development solutions tailored to clients' varied business requirements and tech goals of different complexity. Tech stack: Back-end - JavaScript, PHP, Python, Java, Ruby on Rails, C/C++, .Net, Node JS Front-end - React JS, Angular, Vue Mobile - iOS, Android, Flutter, ... read Four Ages Software reviews & insights

    $25 - $49/hr
    10 - 49
    2016
    London, United Kingdom
    The Four Ages Software is dedicated to meeting deadlines and delivering top-tier, flawless products - Engineer at Reach plc
  • With expertise across industries, we create bold, progressive solutions that constantly move you forward. You stay ahead of your market, we continuously provide the next best action.Let’s turn go-to-market into lead the market. We stay at the forefront of what’s next in tech, consistently bringing ... read Itegration reviews & insights

    NA
    50 - 249
    Liverpool, United Kingdom
    Alternergy Review of Itegration, Hungary - Alternergy PV
  • As a leading international Digital Marketing Agency, Makolab delivers solutions for both business and domestic purposes and can fulfil client goals in any area of the digital world. With over 25 years in the industry, our portfolio is not only diverse but highlights our exceptional ... read Makolab reviews & insights

    < $25/hr
    50 - 249
    1989
    London, United Kingdom
    Good web design for - Director General
  • Mobile App Development Robust and secure iOS apps, Android apps and cross-platform Flutter apps. App Design Modern mobile design for tablets and smartphones resulting in a quality, easy and engaging app. User Experience Design Satisfy customers by taking a user-centred approach to designing your mobile ... read Pocketworks reviews & insights

    < $25/hr
    2 - 9
    2012
    Leeds, United Kingdom
    They are technically proficient. - Client Relationship Manager
  • Equal Experts makes simple solutions to big business problems. We provide tailored, end-to-end services in software development and delivery – from user research and design, to technical architecture, development and QA, all the way to devops, continuous delivery, hosting and support. With offices in the UK, US, Portugal, India, Canada, Germany, Australia and South Africa, ... read Equal Experts reviews & insights

    $50 - $99/hr
    250 - 999
    2007
    Manchester, United Kingdom
  • At AdeptNova, headquartered in Glasgow, UK, we deliver innovative AI, Automation, and Data solutions designed to drive business transformation. We are adept in innovation and agile in execution, committed to delivering scalable solutions that drive growth and operational excellence. At AdeptNova, we believe in creating meaningful change through initiatives that champion diversity, foster talent, and ... read AdeptNova reviews & insights

    $25 - $49/hr
    10 - 49
    2024
    Glasgow, United Kingdom
  • Big data analytics, scientific search and literature analysis – for too long, it has been a challenge to integrate, extract and analyse knowledge locked within unstructured biomedical text. Increasing volumes and varieties and sources of information are only adding to the problem. We think it’s about time things changed for the better Our data-first, award-winning ... read SciBite reviews & insights

    $50 - $99/hr
    10 - 49
    2012
    Cambridge, United Kingdom
  • Edit, part of Kin + Carta, is a Data Science, Technology, CRM and Media agency. With us, you have all the experts you need to deliver creative customer engagement solutions that drive revenue and long‐term loyalty. We bring the collaborative specialisms of media, CRM, technology, and data to deliver a connected acquisition and retention strategy. ... read Edit reviews & insights

    $50 - $99/hr
    250 - 999
    2018
    Leeds, United Kingdom
  • CACI offers an unrivalled range of data, marketing and IT solutions to a wide range of industries across both the public and private sectors. Our Integrated Marketing and Location Planning divisions provides data, software and consulting services to improve our clients’ sales and marketing programmes. We help clients find, retain and grow profitable customers through ... read CACI Ltd reviews & insights

    $100 - $149/hr
    250 - 999
    1975
    Leeds, United Kingdom
  • From edge to cloud, we deliver business outcomes for our clients and their user communities. It is our ambition to be the UK’s go to partner and dedicated specialist in delivering business outcomes built on HP and Hewlett Packard Enterprise technologies. By partnering with the world’s most advanced IT brands, DTP customers gain access to ... read DTP Group reviews & insights

    $50 - $99/hr
    250 - 999
    1987
    Leeds, United Kingdom
  • Applied Data Science Partners (ADSP) is an innovative consultancy building solutions with data. Our London based team has a proven track record delivering bespoke data projects for a wide range of ambitious clients. We choose to take a practical approach to data science and AI by building data pipelines, models and tools that generate measurable ... read Applied Data Science Partners reviews & insights

    $100 - $149/hr
    2 - 9
    0
    London, United Kingdom
  • The Data Lab is Scotland’s innovation centre for data and AI. It’s our job to help Scotland achieve bigger and better things and to get people from across the globe excited about what is happening here in Scotland.

    < $25/hr
    10 - 49
    2014
    Glasgow, United Kingdom
  • Eyecademy's data solutions help clients reduce the complexity of, and time taken to make data actionable and unlock meaningful insights. Via improved access, management, governance and use of data, organisations are able to drive operational efficiency, better understand customers, optimise offerings, discover new markets, achieve regulatory compliance, spot trends, predict outcomes and more.

    < $25/hr
    10 - 49
    2008
    Glasgow, United Kingdom
  • We strive to provide our clients with our utmost attention, to achieve the desired outcome. Functioning in a fast-paced industrial world, we will also ensure to meet the demands of our customers at the highest quality. Our team is built on commitment and employs a unitary approach that will get the job done. Every detail ... read Ordino reviews & insights

    < $25/hr
    2 - 9
    Edinburgh, United Kingdom
  • Altius was recently acquired by Avanade, the leading digital innovator on the Microsoft ecosystem. We are delighted to be joining Avanade and we will continue to offer our clients the innovative data and AI solutions we are known for, while also extending our offerings to include more business solutions.

    < $25/hr
    2 - 9
    Godalming, United Kingdom
  • StreetPR is a promotional and experiential staffing agency based in London. We supply amazing Promotional Staff nationwide but are considered the London Specialists. We offer a range of staffing services including promotional staff, exhibition staff, event staff, promo models, hospitality staff, admin temps and receptionists.

    < $25/hr
    10 - 49
    2012
    London, United Kingdom
  • We combine world-class expertise and agile methodologies to design your strategy, deliver your solution and enable you to scale independently. Unrivalled mastery of our craft acquired through delivering over 50 custom data and analytics platforms to date. We help map out the business processes and analytics needs within your organisation and then pick the technology ... read Infinite Lambda reviews & insights

    NA
    50 - 249
    2019
    London, United Kingdom
  • We have been data mining, website scraping, screen scraping for over 5 years. Extracting data from websites can be time consuming, complicated and difficult to maintain. With our experience we can get you the data you need from your choice of websites fast. We can deliver sample data for most new Scraping Projects within 2 ... read UK Data Services reviews & insights

    < $25/hr
    2 - 9
    2015
    London, United Kingdom
  • PIKON UK Ltd is an SAP consultancy based in Castle Donington. With UK-based consultants who are experts in their field, we provide both our national and international customers with a refreshing and honest approach to SAP, whilst bridging the gap between IT, Business and People.

    < $25/hr
    2 - 9
    London, United Kingdom
  • In 2021, Arthia sprang up in Shoreditch – one of the most creatively rich of the London districts and at the heart of the digital agency space. This is where we’ve built up our services, bringing in consultants with solid experience in all the right disciplines who will help you unlock your full potential as ... read Arthia reviews & insights

    NA
    10 - 49
    London, United Kingdom
  • Croud is a global, full-service, digital marketing agency that works with some of the world’s leading brands. Through the seamless connection of data, technology and creativity, Croud develops strategies for sustainable growth that drive immediate business impact. With multiple award wins under our belt, including Campaign's 2022 UK Performance Marketing Agency of the Year and ... read Croud reviews & insights

    NA
    10 - 49
    London, United Kingdom
  • Clevertouch is a martech consulting and software company created in 2009 by a team of senior marketers with marketing technology in mind. Back then there were less than 100 martech platforms in the market. Life was simple. Fast forward to today and there’s thousands of martech platforms to choose from. This in theory should help ... read Clever Touch reviews & insights

    NA
    10 - 49
    2009
    Aldershot, United Kingdom
  • At Avkalan.ai, we are driven by the vision to create AI products and solutions that are not merely advanced but are also charged with the essence of uniqueness. Our mission is clear: to empower your business with AI solutions that are tailored, transformative, and transcend the ordinary. With a keen eye on the future, we ... read Avkalan.ai reviews & insights

    $25 - $49/hr
    10 - 49
    2023
    London, United Kingdom
  • Tiedot started as a passion project. It began by challenging a client to be smarter with their data. Then after some years, lots of experimentation and a few national awards, it became a company. Founded in 2022 by Ben Williams, it exists to help marketing teams and leaders do wonderful, value-adding things with data. Preceding ... read Tiedot Digital Ltd. reviews & insights

    $100 - $149/hr
    2 - 9
    2022
    Belfast, United Kingdom
  • RISESI Oracle Services and Personnel is an organisation dedicated to providing high level Oracle focused services, including managed services, consulting and implementation services specifically tailored to Oracle clients. With a strong focus on Oracle products and services, RISESI has established itself as an efficient and reliable provider of Oracle services for businesses seeking to adopt ... read RISESI Limited reviews & insights

    < $25/hr
    2 - 9
    London, United Kingdom
  • Cynozure was founded in 2016 with the purpose of reshaping how we think about data and analytics: Data, for a better tomorrow.

    NA
    50 - 249
    2016
    London, United Kingdom
  • Brainpool is an Artificial Intelligence services company powered by a global network of 500 AI and Machine Learning experts coming from some of the leading AI hubs such as UCL, Oxford, Cambridge, Harvard, MIT, Stanford. We build Custom AI solutions for businesses in the UK, US and Canada. Intelligent automation helps our clients grow efficiently ... read Brainpool AI reviews & insights

    $25 - $49/hr
    2 - 9
    London, United Kingdom

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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.

Loading map…

All states ranked by Value Score.

Every state in scope, ranked by Value Score.

StateFirmsAvg RateAvg RatingValue ScoreAction
GBWest Midlands13$45/hr578View firms
GBEngland193$62/hr4.977View firms
GBHerefordshire1$37/hr577View firms
GBGlocestershire3$46/hr576View firms
GBHertfordshire1$37/hr4.975View firms
GBWarwickshire1-572View firms
GBNorthern Ireland4$66/hr571View firms
GBCambridgeshire4$66/hr4.970View firms
GBAberdeen1$25/hr-69View firms
GBSurrey2$31/hr-68View firms
GBScotland23$46/hr-68View firms
GBCambridge2$31/hr-68View firms
GBHampshire2$37/hr-66View firms
GBEast Sussex3$37/hr-66View firms
GBDevon1$37/hr-65View firms
GBSomerset1$37/hr-65View firms
GBBerkshire6$57/hr-60View firms
GBMerseyside11$50/hr459View firms
GBWest Sussex1$125/hr555View firms
GBWest Yorkshire16$74/hr454View firms
GBLancashire2$75/hr-51View firms
GBSouth Wales1$75/hr-50View firms
GBSuffolk1$75/hr-50View firms
GBNottinghamshire1$75/hr-50View firms
GBLincolnshire1$75/hr-50View firms
GBTwickenham1$75/hr-50View firms
GBEssex2$81/hr-49View firms
GBCheshire1$125/hr-31View firms
GBBuckinghamshire3--16View firms
GBMildenhall1$175/hr-11View firms
GBNorthumberland1--8View firms
GBDerbyshire1--8View firms
GBWorcestershire1--8View firms
GBWiltshire1--8View firms
GBMiddlesex1$300/hr-2View firms
GBWest Midlands
13 firms$45/hr5
Value Score78 / 100
GBEngland
193 firms$62/hr4.9
Value Score77 / 100
GBHerefordshire
1 firms$37/hr5
Value Score77 / 100
GBGlocestershire
3 firms$46/hr5
Value Score76 / 100
GBHertfordshire
1 firms$37/hr4.9
Value Score75 / 100
GBWarwickshire
1 firms5
Value Score72 / 100
GBNorthern Ireland
4 firms$66/hr5
Value Score71 / 100
GBCambridgeshire
4 firms$66/hr4.9
Value Score70 / 100
GBAberdeen
1 firms$25/hr
Value Score69 / 100
GBSurrey
2 firms$31/hr
Value Score68 / 100
GBScotland
23 firms$46/hr
Value Score68 / 100
GBCambridge
2 firms$31/hr
Value Score68 / 100
GBHampshire
2 firms$37/hr
Value Score66 / 100
GBEast Sussex
3 firms$37/hr
Value Score66 / 100
GBDevon
1 firms$37/hr
Value Score65 / 100
GBSomerset
1 firms$37/hr
Value Score65 / 100
GBBerkshire
6 firms$57/hr
Value Score60 / 100
GBMerseyside
11 firms$50/hr4
Value Score59 / 100
GBWest Sussex
1 firms$125/hr5
Value Score55 / 100
GBWest Yorkshire
16 firms$74/hr4
Value Score54 / 100
GBLancashire
2 firms$75/hr
Value Score51 / 100
GBSouth Wales
1 firms$75/hr
Value Score50 / 100
GBSuffolk
1 firms$75/hr
Value Score50 / 100
GBNottinghamshire
1 firms$75/hr
Value Score50 / 100
GBLincolnshire
1 firms$75/hr
Value Score50 / 100
GBTwickenham
1 firms$75/hr
Value Score50 / 100
GBEssex
2 firms$81/hr
Value Score49 / 100
GBCheshire
1 firms$125/hr
Value Score31 / 100
GBBuckinghamshire
3 firms
Value Score16 / 100
GBMildenhall
1 firms$175/hr
Value Score11 / 100
GBNorthumberland
1 firms
Value Score8 / 100
GBDerbyshire
1 firms
Value Score8 / 100
GBWorcestershire
1 firms
Value Score8 / 100
GBWiltshire
1 firms
Value Score8 / 100
GBMiddlesex
1 firms$300/hr
Value Score2 / 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
England · $0-24/hr

29 firms in this tier - more than any other state, averaging 4.8 ★. Top picks: Maxwell Global Software, Gorilla360 Ltd, Scraping Solution Ltd.

Mid-tier leader
England · $50-99/hr

31 firms in this tier - more than any other state, averaging 5.0 ★. Top picks: Future Processing, Yalantis, Aegasis Labs.

Top tier leader
England · $150+/hr

7 firms in this tier - more than any other state. Top picks: 29Forward Ltd., Cloud Combinator, Bermola Consulting Ltd.

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

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