Big Data Services to Make a Big Difference

Big Data Services - ScienceSoft

Big data services aim to create the environment for effective big data analysis.

Since 2013, ScienceSoft has been rendering a full range of big data services to assist companies in deriving maximum value out of their big data and advance their decision-making.

Highlights about ScienceSoft

  • During 31 years in data analytics and data science, we have been satisfying companies’ diverse analytical needs (including the need for advanced analytics), which makes us fully understand the transformation you’re undergoing.
  • We hold partnerships with Microsoft, Amazon, Oracle and other tech leaders to keep pace with the technological advancements and the evolution of the data analytics landscape.
  • We’ve got 8 Microsoft Gold competencies, including Data Analytics and Data Platform.
  • In 2018, we were named among top big data consultants by The Manifest.

Feel free to request additional information about our big data services tailored to your project.

Contact us

Big Data Services We Offer

As any big data solution has the business and technological aspects intertwined, we always assign a project team consisting of both business analysts and technology consultants to render big data services.

Big data consulting

Big data consulting

Big data implementation consulting

Are you planning to implement a big data solution or completely revamp the existing one? We design cloud, on-premises, and hybrid solutions that convert your big data into actionable insights. That’s what we’ll provide you with:

  • A detailed roadmap for 3, 5 or 7 years that defines the steps you should take to get strategic, tactical, and quick wins through big data-powered operational, customer, business process and fraud detection analytics.
  • Recommendations on how to manage the quality of data.
  • An implementation strategy and a plan.
  • A list of possible challenges related to big data implementation and the ways to solve them.
  • A user adoption strategy.
  • A high-level architecture with the suggested technology stack.
  • A proof of concept (for complex projects).

Big data improvement consulting

If you aren’t completely satisfied with your existing big data solution, we create your individual improvement roadmap. By doing so, we eliminate the existing problems (both the obvious ones that you inform us of and the hidden ones that we elicit based on our experience). The new concept design is intended to maximize your analytics potential. For example, we can recommend incorporating data science to enable advanced analytics or adding reports that give extra insights.

Big data implementation

Big data solutions implementation

We deliver big data solutions that usually comprise the following architecture components: a data lake, a data warehouse, ETL processes, OLAP cubes, reports and dashboards. We set up data quality management and data security practices. We train and apply data science models, with its machine and deep learning algorithms, to let businesses enjoy the high accuracy of predictions.

Big data support

Big data support

We provide the administration of your big data solution that includes such activities as updating software, adding new users, handling permissions, as well as data administration that includes but is not limited to data cleaning, backup and recovery. We also can conduct regular health checks to ensure that your big data solution is still secure, failure-resistant and highly performing. Besides, we can monitor your solution’s performance to identify problems as early as possible (even before they occur) and troubleshoot them.

Big data managed analytics services

Big data managed analytics services

Looking for a reliable service provider to outsource your big data analytics? We set up transparent collaboration based on KPIs, taking responsibility for the value of analytics insights that you get. We create and support the infrastructure for your big data solution, get your data extracted and cleaned, and machine learning models (if any) trained and tuned. And what remains for you is to benefit from insightful predefined and ad hoc reports that become available within a couple of weeks after our cooperation starts. What’s more, we continuously improve the solution, adjusting it to the changing needs of your business.

BIG DATA TECHNOLOGY STACK

Here’s the list of technologies most frequently used in our big data projects:

Distributed storage

Amazon S3
Azure Blob Storage

Database management

Azure CosmosDB
Amazon Redshift
Amazon DynamoDB
Apache NiFi
MongoDB

Data management

Apache Airflow
Talend
Informatica
Zaloni
Apache Zookeeper
Azkaban

Big data processing

Apache Kafka
Apache Flink
Apache Storm
Druid
Apache Giraph

Machine learning

Spark's Machine Learning Library
Amazon Machine Learning
Azure Machine Learning Studio
TensorFlow
Theano
Torch
Einstein

Programming languages

Python
R
Java
Scala
Get a Big Data Solution You're Looking For
We’ll share our ideas of the big data solution that would fully satisfy your needs, be it your own or outsourced, with clearly envisaged or yet to be shaped concept, developed from scratch or revamped.
SELECTED PROJECTS
Big Data Implementation for Advertising Channel Analysis in 10+ Countries </a> </div> <p class="a-cs-dynamic__excerpt">Migration to a new analytical system that ScienceSoft implemented helped one of the top market research companies secure an innovative big data solution based on Apache Hadoop, Apache Hive and Apache Spark frameworks. The new system was 100 times faster compared to the old one and could process 1,000 different data formats.</p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/big-data-implementation-for-advertising-channel-analysis"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> <div class="a-cs-dynamic__item js-cs-dynamic-item"> <div class="a-cs-dynamic__image"> <a data-cs-item="link" class="a-cs-dynamic__link" href=https://www.scnsoft.com/services/"/case-studies/big-data-solution-for-iot-pet-trackers" title="Development of a Big Data Solution for IoT Pet Trackers"> <img width="200" height="200" alt="Development of a Big Data Solution for IoT Pet Trackers" src=https://www.scnsoft.com/services/"/boss/images/image-thumb__7851__auto_286e656ef48d364e47647a96bf5bcdf5/d6ca43e2-fea3-40a7-8981-b335be6b8063big-data-management-solution-for-the-iot-small.jpeg" srcset="/boss/images/image-thumb__7851__auto_286e656ef48d364e47647a96bf5bcdf5/d6ca43e2-fea3-40a7-8981-b335be6b8063big-data-management-solution-for-the-iot-small.jpeg 1x, /boss/images/image-thumb__7851__auto_286e656ef48d364e47647a96bf5bcdf5/d6ca43e2-fea3-40a7-8981-b335be6b8063big-data-management-solution-for-the-iot-small@2x.jpeg 2x" /> <a class=" p-blog-related__more " href=https://www.scnsoft.com/services/"/case-studies" data-piwik-event="SDSnippet: Button,click,Go "> </a> </a> </div> <div class="a-cs-dynamic__content"> <div class="a-cs-dynamic__content-title"> <a data-cs-item="link" class="a-cs-dynamic__link" title="Development of a Big Data Solution for IoT Pet Trackers" href=https://www.scnsoft.com/services/"/case-studies/big-data-solution-for-iot-pet-trackers"> Development of a Big Data Solution for IoT Pet Trackers </a> </div> <p class="a-cs-dynamic__excerpt">To support a long-term customer in a new service launch, ScienceSoft delivered a scalable IoT data management solution that allowed processing 30,000+ events per second from 1 million devices.</p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/big-data-solution-for-iot-pet-trackers"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> <div class="a-cs-dynamic__item js-cs-dynamic-item"> <div class="a-cs-dynamic__image"> <a data-cs-item="link" class="a-cs-dynamic__link" href=https://www.scnsoft.com/services/"/case-studies/data-analytics-platform-for-a-us-telecom-company-operating-in-18-states" title="Implementation of a Data Analytics Platform for a Telecom Company"> <img width="200" height="200" alt="Implementation of a Data Analytics Platform for a Telecom Company" src=https://www.scnsoft.com/services/"/boss/images/image-thumb__7217__auto_286e656ef48d364e47647a96bf5bcdf5/45d625c5-318c-4f3a-afb3-6ba4450f76f8data-analytics-platform-for-a-us-telecom-small.jpeg" srcset="/boss/images/image-thumb__7217__auto_286e656ef48d364e47647a96bf5bcdf5/45d625c5-318c-4f3a-afb3-6ba4450f76f8data-analytics-platform-for-a-us-telecom-small.jpeg 1x, /boss/images/image-thumb__7217__auto_286e656ef48d364e47647a96bf5bcdf5/45d625c5-318c-4f3a-afb3-6ba4450f76f8data-analytics-platform-for-a-us-telecom-small@2x.jpeg 2x" /> <a class=" p-blog-related__more " href=https://www.scnsoft.com/services/"/case-studies" data-piwik-event="SDSnippet: Button,click,Go "> </a> </a> </div> <div class="a-cs-dynamic__content"> <div class="a-cs-dynamic__content-title"> <a data-cs-item="link" class="a-cs-dynamic__link" title="Implementation of a Data Analytics Platform for a Telecom Company" href=https://www.scnsoft.com/services/"/case-studies/data-analytics-platform-for-a-us-telecom-company-operating-in-18-states"> Implementation of a Data Analytics Platform for a Telecom Company </a> </div> <p class="a-cs-dynamic__excerpt">ScienceSoft’s big data consulting team developed a data analytics platform for a Texas-based telecom company. A technology stack with Apache Kafka and Amazon Redshift at the core enabled insightful regular and ad-hoc reporting, as well as forecasting.</p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/data-analytics-platform-for-a-us-telecom-company-operating-in-18-states"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> <div class="a-cs-dynamic__item js-cs-dynamic-item"> <div class="a-cs-dynamic__image"> <a data-cs-item="link" class="a-cs-dynamic__link" href=https://www.scnsoft.com/services/"/case-studies/data-analytics-implementation-for-a-multibusiness-corporation" title="Data Analytics Implementation for a Multibusiness Corporation"> <img width="200" height="200" alt="Data Analytics Implementation for a Multibusiness Corporation" src=https://www.scnsoft.com/services/"/boss/images/image-thumb__16635__auto_286e656ef48d364e47647a96bf5bcdf5/c05a3be3-6f05-44ac-b715-012ffbdb6767teaser.jpeg" srcset="/boss/images/image-thumb__16635__auto_286e656ef48d364e47647a96bf5bcdf5/c05a3be3-6f05-44ac-b715-012ffbdb6767teaser.jpeg 1x, /boss/images/image-thumb__16635__auto_286e656ef48d364e47647a96bf5bcdf5/c05a3be3-6f05-44ac-b715-012ffbdb6767teaser@2x.jpeg 2x" /> <a class=" p-blog-related__more " href=https://www.scnsoft.com/services/"/case-studies" data-piwik-event="SDSnippet: Button,click,Go "> </a> </a> </div> <div class="a-cs-dynamic__content"> <div class="a-cs-dynamic__content-title"> <a data-cs-item="link" class="a-cs-dynamic__link" title="Data Analytics Implementation for a Multibusiness Corporation" href=https://www.scnsoft.com/services/"/case-studies/data-analytics-implementation-for-a-multibusiness-corporation"> Data Analytics Implementation for a Multibusiness Corporation </a> </div> <p class="a-cs-dynamic__excerpt">ScienceSoft delivered a centralized data analytics solution that allowed a multibusiness corporation to get a 360-degree customer view, optimize stock management, and assess the employees’ performance.</p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/data-analytics-implementation-for-a-multibusiness-corporation"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> <div class="a-cs-dynamic__item js-cs-dynamic-item"> <div class="a-cs-dynamic__image"> <a data-cs-item="link" class="a-cs-dynamic__link" href=https://www.scnsoft.com/services/"/case-studies/l2-l3-support-of-a-marketing-campaign-management-solution" title="L2, L3 Support of a Marketing Campaign Management Solution"> <img width="200" height="200" alt="L2, L3 Support of a Marketing Campaign Management Solution" src=https://www.scnsoft.com/services/"/boss/images/image-thumb__14528__auto_286e656ef48d364e47647a96bf5bcdf5/8278887f-0814-4abe-89db-a72f4fb28dbcsupport-of-a-marketing-campaign-management-solution-small.jpeg" srcset="/boss/images/image-thumb__14528__auto_286e656ef48d364e47647a96bf5bcdf5/8278887f-0814-4abe-89db-a72f4fb28dbcsupport-of-a-marketing-campaign-management-solution-small.jpeg 1x, /boss/images/image-thumb__14528__auto_286e656ef48d364e47647a96bf5bcdf5/8278887f-0814-4abe-89db-a72f4fb28dbcsupport-of-a-marketing-campaign-management-solution-small@2x.jpeg 2x" /> <a class=" p-blog-related__more " href=https://www.scnsoft.com/services/"/case-studies" data-piwik-event="SDSnippet: Button,click,Go "> </a> </a> </div> <div class="a-cs-dynamic__content"> <div class="a-cs-dynamic__content-title"> <a data-cs-item="link" class="a-cs-dynamic__link" title="L2, L3 Support of a Marketing Campaign Management Solution" href=https://www.scnsoft.com/services/"/case-studies/l2-l3-support-of-a-marketing-campaign-management-solution"> L2, L3 Support of a Marketing Campaign Management Solution </a> </div> <p class="a-cs-dynamic__excerpt">ScienceSoft delivers professional L2, L3 support services for a large advertising agency, allowing for sustainable work of a complex microservices-based solution that manages big data processing and is integrated with multiple external systems. </p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/l2-l3-support-of-a-marketing-campaign-management-solution"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> <div class="a-cs-dynamic__item js-cs-dynamic-item"> <div class="a-cs-dynamic__image"> <a data-cs-item="link" class="a-cs-dynamic__link" href=https://www.scnsoft.com/services/"/case-studies/big-data-consulting-and-training-for-a-satellite-agency" title="Big Data Consulting and Training for a Satellite Agency"> <img width="200" height="200" alt="Big Data Consulting and Training for a Satellite Agency" src=https://www.scnsoft.com/services/"/boss/images/image-thumb__14345__auto_286e656ef48d364e47647a96bf5bcdf5/29eee5a1-fac0-4792-a9ea-239e7c02abd7big-data-consulting-and-training-for-a-satellite-agency-small.jpeg" srcset="/boss/images/image-thumb__14345__auto_286e656ef48d364e47647a96bf5bcdf5/29eee5a1-fac0-4792-a9ea-239e7c02abd7big-data-consulting-and-training-for-a-satellite-agency-small.jpeg 1x, /boss/images/image-thumb__14345__auto_286e656ef48d364e47647a96bf5bcdf5/29eee5a1-fac0-4792-a9ea-239e7c02abd7big-data-consulting-and-training-for-a-satellite-agency-small@2x.jpeg 2x" /> <a class=" p-blog-related__more " href=https://www.scnsoft.com/services/"/case-studies" data-piwik-event="SDSnippet: Button,click,Go "> </a> </a> </div> <div class="a-cs-dynamic__content"> <div class="a-cs-dynamic__content-title"> <a data-cs-item="link" class="a-cs-dynamic__link" title="Big Data Consulting and Training for a Satellite Agency" href=https://www.scnsoft.com/services/"/case-studies/big-data-consulting-and-training-for-a-satellite-agency"> Big Data Consulting and Training for a Satellite Agency </a> </div> <p class="a-cs-dynamic__excerpt">Supporting a satellite agency in their shift to big data, ScienceSoft has assessed the architecture and the technology stack of their future solution, as well as prepared training materials and conducted workshops for their top management and technical team.</p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/big-data-consulting-and-training-for-a-satellite-agency"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> <div class="a-cs-dynamic__item js-cs-dynamic-item"> <div class="a-cs-dynamic__image"> <a data-cs-item="link" class="a-cs-dynamic__link" href=https://www.scnsoft.com/services/"/case-studies/big-data-consulting-for-a-leading-internet-of-vehicles-company" title="Big Data Consulting for a Leading Internet of Vehicles Company"> <img width="200" height="200" alt="Big Data Consulting for a Leading Internet of Vehicles Company" src=https://www.scnsoft.com/services/"/boss/images/image-thumb__15262__auto_286e656ef48d364e47647a96bf5bcdf5/78a90156-5c16-4257-9850-2ed5cd44ac16t-big-data-consulting-for-a-leading-internet-of-vehicles-company.jpeg" srcset="/boss/images/image-thumb__15262__auto_286e656ef48d364e47647a96bf5bcdf5/78a90156-5c16-4257-9850-2ed5cd44ac16t-big-data-consulting-for-a-leading-internet-of-vehicles-company.jpeg 1x, /boss/images/image-thumb__15262__auto_286e656ef48d364e47647a96bf5bcdf5/78a90156-5c16-4257-9850-2ed5cd44ac16t-big-data-consulting-for-a-leading-internet-of-vehicles-company@2x.jpeg 2x" /> <a class=" p-blog-related__more " href=https://www.scnsoft.com/services/"/case-studies" data-piwik-event="SDSnippet: Button,click,Go "> </a> </a> </div> <div class="a-cs-dynamic__content"> <div class="a-cs-dynamic__content-title"> <a data-cs-item="link" class="a-cs-dynamic__link" title="Big Data Consulting for a Leading Internet of Vehicles Company" href=https://www.scnsoft.com/services/"/case-studies/big-data-consulting-for-a-leading-internet-of-vehicles-company"> Big Data Consulting for a Leading Internet of Vehicles Company </a> </div> <p class="a-cs-dynamic__excerpt">ScienceSoft consulted a leading Internet of Vehicles company about enhancing their big data analytics capabilities. The solution was designed to analyze the currently available IoT data from 600,000 vehicles connected to their systems and easily scale up to support data growth.</p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/big-data-consulting-for-a-leading-internet-of-vehicles-company"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> <div class="a-cs-dynamic__item js-cs-dynamic-item"> <div class="a-cs-dynamic__image"> <a data-cs-item="link" class="a-cs-dynamic__link" href=https://www.scnsoft.com/services/"/case-studies/hadoop-lab-deployment-and-support" title="Hadoop Lab Deployment and Support"> <img width="200" height="200" alt="Hadoop Lab Deployment and Support" src=https://www.scnsoft.com/services/"/boss/images/image-thumb__13172__auto_286e656ef48d364e47647a96bf5bcdf5/99abfe4f-064c-4989-b859-a24ed7991774hadoop-lab-deployment-and-support-small.jpeg" srcset="/boss/images/image-thumb__13172__auto_286e656ef48d364e47647a96bf5bcdf5/99abfe4f-064c-4989-b859-a24ed7991774hadoop-lab-deployment-and-support-small.jpeg 1x, /boss/images/image-thumb__13172__auto_286e656ef48d364e47647a96bf5bcdf5/99abfe4f-064c-4989-b859-a24ed7991774hadoop-lab-deployment-and-support-small@2x.jpeg 2x" /> <a class=" p-blog-related__more " href=https://www.scnsoft.com/services/"/case-studies" data-piwik-event="SDSnippet: Button,click,Go "> </a> </a> </div> <div class="a-cs-dynamic__content"> <div class="a-cs-dynamic__content-title"> <a data-cs-item="link" class="a-cs-dynamic__link" title="Hadoop Lab Deployment and Support" href=https://www.scnsoft.com/services/"/case-studies/hadoop-lab-deployment-and-support"> Hadoop Lab Deployment and Support </a> </div> <p class="a-cs-dynamic__excerpt">ScienceSoft deployed an on-premises Hadoop lab for one of the largest US colleges. Now, their students can get hands-on experience with HDFS, MapReduce, Apache Hive, Apache Spark, Apache Pig, and other big data technologies.</p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/hadoop-lab-deployment-and-support"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> <div class="a-cs-dynamic__item js-cs-dynamic-item"> <div class="a-cs-dynamic__image"> <a data-cs-item="link" class="a-cs-dynamic__link" href=https://www.scnsoft.com/services/"/case-studies/design-of-an-image-analysis-application-for-remote-monitoring-of-oil-storage-tanks" title="Design of an Image Analysis Application for Remote Monitoring of Oil Storage Tanks"> <img width="200" height="200" alt="Design of an Image Analysis Application for Remote Monitoring of Oil Storage Tanks" src=https://www.scnsoft.com/services/"/boss/images/image-thumb__20119__auto_286e656ef48d364e47647a96bf5bcdf5/4e5ba571-c075-4fe1-9c51-8c434c365eb1development-of-an-image-analysis-app-remote-monitoring-oil-storage-tanks-t.jpeg" srcset="/boss/images/image-thumb__20119__auto_286e656ef48d364e47647a96bf5bcdf5/4e5ba571-c075-4fe1-9c51-8c434c365eb1development-of-an-image-analysis-app-remote-monitoring-oil-storage-tanks-t.jpeg 1x, /boss/images/image-thumb__20119__auto_286e656ef48d364e47647a96bf5bcdf5/4e5ba571-c075-4fe1-9c51-8c434c365eb1development-of-an-image-analysis-app-remote-monitoring-oil-storage-tanks-t@2x.jpeg 2x" /> <a class=" p-blog-related__more " href=https://www.scnsoft.com/services/"/case-studies" data-piwik-event="SDSnippet: Button,click,Go "> </a> </a> </div> <div class="a-cs-dynamic__content"> <div class="a-cs-dynamic__content-title"> <a data-cs-item="link" class="a-cs-dynamic__link" title="Design of an Image Analysis Application for Remote Monitoring of Oil Storage Tanks" href=https://www.scnsoft.com/services/"/case-studies/design-of-an-image-analysis-application-for-remote-monitoring-of-oil-storage-tanks"> Design of an Image Analysis Application for Remote Monitoring of Oil Storage Tanks </a> </div> <p class="a-cs-dynamic__excerpt">ScienceSoft designed an image analysis application to remotely monitor oil store tanks in real time to help the customer optimize inventory management and detect oil leak. </p> <div class="a-cs-dynamic__more"> <a data-cs-item="link" class="btn btn-link-arrow btn-link-arrow--right" href=https://www.scnsoft.com/services/"/case-studies/design-of-an-image-analysis-application-for-remote-monitoring-of-oil-storage-tanks"> <span class="btn__label-wrapper"> <span class="btn__label">Keep reading </span> </span> </a> </div> </div> </div> ">