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big data development services

EPAM Startups & SMBs is a technical talent engagement platform that relies on EPAM experts’ resources to provide Startups with experts in big data development services under our virtual development environment. 


Our vetted IT experts know how to build scalable data pipelines or extract actionable insights from ‘dead’ lakes of corporate data with effective machine learning models. Succeed by partnering with a trusted help.

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    You’ll get data scientists and data engineers who match your requirements in terms of tech stack and experience. Our international presence and strong HR brand enables us to access the proven IT experts of broad EPAM IT infrastructure with branches in more than 35 countries. Our senior data experts share best practices with their next-gen colleagues through mentorship, so all of them know how to make the ‘data first’ approach work in real business environments.
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    Being a byproduct of numerous interactions in digital environments, big data is raw gold according to its value nowadays. EPAM Startups & SMBs provides experts in big data development services who help clients mine meaningful data from multiple sources and consolidate it into custom intelligent solutions. These data-driven solutions are centered around the business value they are aimed to provide in the form of actionable insights through analysis, modeling, and predictions.
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    Leveraging all the data generated across your business operations opens up a 360-degree overview of bottlenecks and unused opportunities. The lack of data experts pushes businesses to rely on big data analytics software development agency to support digital transformation more and more. Big data solutions drive holistic business analysis, bringing pristine transparency to the understanding of business processes. Using these input data sets, decision-makers can not only prioritize problem-solving and strategic improvements but also forecast what cumulative actions will help to achieve business goals faster.
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    With our expertise in big data solutions, you’ll get a full set of big data software development services for your project. We can handle big data projects at any stage of their development. Whether you need us to guide you with solution architecture in the form of big data consulting, look for end-to-end big data development services, or struggle to find an expert who can perform data enrichment for your ongoing project — you’re in the right place. Our mature service delivery process serves you as a warranty of getting vetted experts and achieving the results you expect.
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Big data consulting

Big data consulting services of EPAM Startups & SMBs cover a wide scope of requests around capturing, structuring, and processing data. You can ask us to analyze your current big data solution infrastructure to identify disturbing patterns or get a consultation around new big data solution architecture and implementation strategies, including:

  • big data solution architecture recommendations and design
  • big data implementation strategies and step-by-step roadmap
  • advisory on perfect fit technology stack
  • best practices for data management and data processing
  • deep analysis for optimization of existing solutions
Big data solution infrastructure

Based on business needs and project requirements, our experts select and combine an optimal set of infrastructure components to transform raw data into a scalable value-driven solution:

  • business needs and data sources analysis
  • big data solution architecture and design services
  • proof-of-concept
  • complex big data application development services
  • custom predictive analytics software solutions
  • solutions for current infrastructure optimization and scaling
Big data management and support

Our experts help to set up and maintain data storage, processing, organization, and governance procedures that ensure the security and efficiency of using your data-driven solutions as well as sustainability during updates:

  • big data cleaning and enrichment
  • building data pipelines for data transformation
  • data extraction and analysis
  • data storage optimization
  • data lake solutions development
  • Hadoop migrations to delta lake
  • big data visualization and report systems
  • custom software support and maintenance
  • performance monitoring and solution health checks


Our big data experts are more than capable to deliver data-driven analytical solutions for holistic decision-making strategies that result in productivity and maximize ROI increase. We are ready to:

Extend client's team with senior software development experts
Find go-to talents who get client's needs
Staff, scale and extend client's technical teams quickly
hire a dedicated software development team you can trust
tell us about your project

Industries we helped to grow

  • Financial Services
  • Healthcare
  • Retail
  • E-commerce
  • Telecom Solutions
  • Pharma & Life sciences
  • Business Information Services
  • Media & Entertainment
  • Insurance
  • Education
  • Construction & Real Estate
  • Gaming & Gambling


Our joint EPAM big data projects enriched our experience with advanced data technologies and cloud-based solutions.

NextGen Cloud-Native Data Platform development for Marathon Oil

Our experts collaborated with AWS solution architects and Marathon Oil’s internal teams to create a data platform with the following features:

  • a serverless, consumption-based model
  • near infinite compute and storage services that can be scaled independently
  • integration with existing AD-based security mode
  • integration with existing BI and analytics tools
  • infrastructure as a code and automated CI/CD pipelines
  • by implementing this functionality, our experts and AWS specialists helped Marathon Oil create a cloud-native data platform built for scalability, reliability, and effective data management
Сreation of data products that would drive manufacturer and dealer revenue while improving the car-buying experience
  • 2015 Edmunds Minsk Hackathon challenged our development teams with requests for data products that could dynamically incorporate real-time streaming data and historical data with predictive models
  • using over 2GB of Amazon S3 data from, our 1st team developed an application to integrate click button calls to action and price graphs based on real-time streaming data into the browsing experience, all designed to drive site visitors to either take action if the car’s price is on the downtrend or wait if the car’s price is on the upswing
  • our second-place team developed a benchmarking tool that allows Edmunds dealer clients and prospects to see how other dealers in their region are performing by comparison in their sales of Edmunds products
Delivering aggregating entertainment platform for Liberty Global – Horizon 4

Our project resulted in a re-architecture of Liberty Global’s core platform that featured:

  • a data lake that utilizes artificial intelligence and machine learning to better inform decisions around product design, customer satisfaction and potential new revenue sources
  • a new remote for the STB with voice recognition capabilities
  • advanced recommendation algorithms for personalized content at any location and any time
  • synchronized streaming between devices
  • recent deliveries include a ‘swipe channel surfing’ interface, a ‘push to TV’ tablet functionality, as well as a crowd-sourced mechanism for sharing and tagging popular short-form content on social media
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tell us about your project


Our teams leverage EPAM's extensive big data experience to create or improve ready big data and analytics solutions. Relying on us Startups and SMBs can handle data projects of any size getting the same exceptional approach that is applied to enterprise-segment clients.

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    Data ingestion
    Build smart data ingestion strategies and mechanisms, taking into account all available and potential data sources.
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    Data integration & consolidation
    Integrate and consolidate loads of multi-sourced structured and unstructured data to put it into further proper use.
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    Data visualization
    Create well-structured interactive data analytics reports customizable for each user level or job position needs.
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    BI & analytics
    Provide decision-makers with intuitive self-service dashboards where data makes sense and inspires actionable insights.
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    Data science
    Make sure your approach for data usage, modeling, and analysis enables deriving 100% value through your big data analytics application development.
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    AI & machine learning models
    Use all the power of AI, ML, and deep learning to derive insights and forecasts for implementing ROI-driven changes in your business.

Benefits of big data software development with EPAM Startups & SMBs



Staff, scale, and extend your technical teams quickly with EPAM’s resources of 40,000 of the world's top engineers. You can hire one or a few big data scientists and engineers or set up a full dedicated team for end-to-end project delivery.



Being on the market since 1993 taught us how to turn promises of smooth delivery into a structured methodology minding realistic scope evaluation, workflow frameworks, monitoring progress, and quality as well as assuring all security measures. Our ISO 9001, ISAE 3402, and ISO 27001 certificates serve as recognition of our reliability in service delivery.



Our Staffing Desk forms a robust position description based on team roles, project skillset, and stack. Our advanced machine learning mechanism helps us qualify a project’s position data and match it with available programmers based on their skills, past projects, and references.



Virtual development environment of EPAM Startups & SMBs ensures in-built end-to-end protection through access control, advanced authentication processes, and Transportation Policies. Our platform is GDPR/PII compliant.

hire a dedicated software development team you can trust
tell us about your project

We found working with EPAM has been a true partnership, where they’ve proven themselves to be a reliable, trustworthy and hardworking team that has really helped us push the boundary of customer-centric innovation.


We chose EPAM Startups & SMBs to develop a native mobile extension of an existing enterprise application. They were able to quickly identify the needs of our project and collaborate with key individuals within our organization to not only deliver the application on-time, but make significant improvements to our existing core application.


The trusted EPAM team has helped us push the boundaries of customer-centric innovation. With programs like Horizon 4, we need the ability of our development partners to stay on track. And EPAM stands for that.


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