Big Data Consulting Services

Big data consulting services aim to assist companies in designing and implementing big data analytics solutions that allow transforming raw data into valuable insights and making informed business decisions.

Certified by Amazon Web Services and Microsoft, ScienceSoft’s team works with a wide big data technology stack, including Apache Hadoop, Apache Spark, Apache Storm, Apache Cassandra, and other frameworks.

Dedicated Big Data Consulting Services

Solutions for All Industries

Enterprise big data warehouse

Storage of financial, resource, process, market and customer data.
Revenue, cost and investment analytics.
Performance analytics.
Prediction, forecasting, planning with all interdependencies.

Improvements in:

Profit

Get a 360-Degree Company View

Operational analytics

Storage of standards, policies and norms, asset data, employee roles and capabilities, plans, schedules, transactional data, process data, measurements.
Benchmarking.
Deviations and undesirable patterns detection.
Cause-effect analysis, bottleneck recognition.
Performance prediction and forecasting. What-if analysis.

Improvements in:

RPE

ROA

Cost

Get Operations under Control

Customer analytics

Storage of demographic, transactional, interaction, online and offline data.
Customer segmentation, customer models.
Prediction of buying behavior, risks and churn.
Personalized marketing, product recommendations, discounts, conditions.

Improvements in:

Revenue per Customer

Churn

Get Customer Understanding

Industrial Solutions

Predictive maintenance

Equipment sensor and maintenance data storage.
Predictive failure models.
Failure prediction in soft real time.

Improvements in:

Equipment uptime

MTTR

Get Predictive Maintenance

Condition monitoring

Storage of equipment sensor data and output quality data.
Predictive quality models.
Prediction of defects or reduced yield.

Improvements in:

Yield

Get Condition Monitoring

Supply chain management (SCM)

Storage of data on suppliers, costs, inventory, demand.
Demand/supply balancing.
Supply chain cost modeling and optimization.
Supplier risk estimation.

Improvements in:

Out-of-Stock

Supply chain cost

Get Smart SCM

Asset tracking & monitoring

Location, state (sensor readings) and usage data storage.
Classification models.
Alerting and reports on mislocation, misuse, underutilization, prefailure condition.

Improvements in:

ROA

Get Automated Asset Tracking

Fleet management

Fleet location, speed and fuel data storage.
Classification models.
Reports on fleet efficiency and utilization, driver behavior, policy compliance, maintenance needs.

Improvements in:

Fleet operational cost

Compliance

Get Smart Fleet Management

Retail and Ecommerce Solutions

Customer behavior analysis

Storage of demographic, online and transactional data.
Customer segmentation.
Prediction of buying behavior and churn.

Improvements in:

Revenue per customer

Churn

Get Customer Understanding

Online personalization

Storage of demographic, online and transactional data.
Customer models.
Personalized product recommendations, discounts, conditions.

Improvements in:

Revenue per purchase

Revenue per customer

Get Online Personalization

In-store personalization

Storage of demographic, transactional and people tracking data.
Customer models.
Personalized product recommendations and discounts delivered to a customer's smartphone.

Improvements in:

Revenue per purchase

Revenue per customer

Get In-Store Personalization

Dynamic price optimization

Storage of customer, competitor and operational data.
Price optimization modeling.
Storage of recent customer behavior data.

Improvements in:

Profit

Get Dynamic Pricing

Inventory optimization

Storage of demand, OOS, price, customer, external demand drivers, inventory cost data.
Demand/supply balance models.
Inventory level recommendations.

Improvements in:

OOS

Inventory cost

Get Inventory Optimization

Healthcare Solutions

Remote patient monitoring (RPM)

Storage of patient, medical device data and measurements.
Alerting on acute conditions.
Trends and patterns requiring a doctor's attention.

Get Value from RPM

Personalized care

Storage of EHR, PGHD, genetic makeup, allergies, eating habits.
Personalized care plan recommendation.
Assessment of the personalized risks and lifestyle changes recommendations.

Personalize Care with Data

Banking and Insurance Solutions

Risk management

Storage of all data on assets and liabilities.
Risk aggregation.
Credit risk assessment.
Counterparty risk analytics.
Liquidity risk assessment.

Improvements in:

Credit loss

Get Risk Visibility

Fraud detection

Storage of demographic, transactional, behavioral and social data about customers and policyholders.
Normal behavior models.
Fraud models.
Fraud detection in cash transactions, check tampering, claims.

Improvements in:

Fraud cases detected

Recognize Fraud

Customer behavior analysis

Storage of demographic, transactional, interaction and online/in-app data.
Customer segmentation.
Prediction of behavior, risks and churn.
Recommendations of the most relevant products.

Improvements in:

Revenue per Customer

Churn

Get Customer Predictions

Telecom Solutions

Subscriber behavior analysis

Storage of demographic, service usage, payment data.
Subscriber segmentation.
Prediction of behavior, LTV and churn.
Recommendations of the most relevant products.

Improvements in:

ARPU

Churn

Get Subscriber Predictions

Network management and optimization

Storage of data on network elements, their load, service level and failures.
Service quality assessment.
Demand and needed capacity forecasts.
Value-based network capacity planning.

Improvements in:

CSAT

ROA

Get Optimized Network

Technologies

Hadoop

Architecture.
Data ingestion and cleansing.
Data analysis.
Performance tuned and cost optimized.

Get Hadoop Optimized

Spark

Streaming data processing.
Interactive analytics.
Batch processing.
Machine learning.
Tuning: memory consumption, Spark SQL.

Get Effective Spark

Cassandra

Data model.
Cassandra cluster structure that balances speed, consistency and cost.
Read and write performance optimized.

Get Fast Cassandra

DynamoDB

Data model.
Cost optimized.
Read and write performance optimized.

Get DynamoDB Optimized

Improvements

Performance

Write performance optimized.
Read performance optimized.
Cloud cost kept reasonable.

Get Better Performance

Cost optimization

Storage cost optimized.
Processing cost optimized.
Performance not affected.

Get Lower Cost

Security

Granular access control.
Data provenance.
Security audit capabilities.
Compliance.

Get Stronger Security

Data quality

Data lake with landing, staging and curated zones.
Data cleansing procedures (e.g., with Hadoop MapReduce or Spark).

Get Higher Quality

Fuel Up Your Analytics and Reporting with Big Data!

ScienceSoft is ready to consult you on implementing or supporting your big data solution for your decision-making process to be based on facts, not gut feeling.

Consult me on big data

OUR HALLMARK Big data CONSULTING PROJECTS

Big Data Consulting for a Leading Internet of Vehicles Company

ScienceSoft consulted the Customer about enhancing their big data analytics capabilities to analyze the currently available IoT data from 600,000 vehicles connected to their systems and easily scale up to support data growth.

Project details

Big data consulting and training for a satellite agency

Big Data Consulting for a Satellite Agency

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 team.

Project details

Big Data Implementation for Advertising Channel Analysis

Migration to a new analytical system that is 100 times faster compared to the old one and can process 1,000 different data formats to provide insights into media consumption patterns in 10+ countries.

Project details

Big Data Implementation for IoT Pet Trackers

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.

Project details

Hadoop Lab Deployment and Support

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.

Project details

Our expert team

31 years in data analytics and 7 years in big data, our team helps companies from all major industries to put their big data potential into business growth. Our domain experience and willingness to help companies with their big data needs has been highly praised by many trustworthy rating communities and earned us numerous recognitions, among which are Top Data Analytics Company by the Silicon Review and Top Big Data Consultants by The Manifest.

Meet Alex Bekker, Head of Data Analytics Department at ScienceSoft

Under Alex’s leadership, our expert team helps businesses bring their disparate big data together and turn it into actionable insights. Being a huge fan of advanced big data technologies, Alex guides companies to optimized business operations, sales effectiveness, personalized customer experience and accurate predictions.

View Alex's profile

Our Customers Say

We needed a proficient big data consultancy to deploy a Hadoop lab for us and to support us on the way to its successful and fast adoption. ScienceSoft's team proved their mastery in a vast range of big data technologies we required: Hadoop Distributed File System, Hadoop MapReduce, Apache Hive, Apache Ambari, Apache Oozie, Apache Spark, Apache ZooKeeper are just a couple of names. ScienceSoft's team also showed themselves great consultants. Whenever a question arose, we got it answered almost instantly.

Kaiyang Liang Ph.D., Professor, Miami Dade College

TECHNICAL COMPONENTS OF A BIG DATA SOLUTION WE COVER

Data lake Data warehouse ETL processes OLAP cubes Data visualization Data science Data quality management Data security

Distributed storage

Hadoop Distributed File System

Amazon S3

Azure Blob Storage

Database management

Apache Cassandra

Azure CosmosDB

Amazon Redshift

Amazon DynamoDB

Apache Hive

Apache HBase

Apache NiFi

MongoDB

Data management

Apache Airflow

Talend

Informatica

Zaloni

Apache Zookeeper

Azkaban

Big data processing

Apache Kafka

Apache Spark

Apache Flink

Apache Storm

Druid

Hadoop MapReduce

Apache Giraph

Machine learning

Spark's Machine Learning Library

Amazon Machine Learning

Azure Machine Learning Studio

TensorFlow

Theano

Torch

Einstein

Programming languages

Python

Java

Scala

SUCCESS STORIES ON Big Data CONSULTING AND BEYOND

Don’t Welter in Tons of Big Data!

ScienceSoft’s team will consult you on how to derive benefits from the ever-growing data sets you have and make big data analytics an integrant part of your decision-making process to get one step ahead of competition.

Request big data consulting