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Data Engineering

Data Engineering

Our team of experienced Data Engineers help create high-performance infrastructure and data pipelines which enable the collection and usage of data for data science

Enterprises across the globe have always generated a huge amount of data. Unfortunately, till today, mature tools and technologies did not exist which could be leveraged to optimize and transform the data into useful business information

Our team of experienced Data Engineers help create high-performance infrastructure and data pipelines which optimize your data and help you make better business decisions

Enterprises

Our Data Engineering Services

Data Architecture

Data Architecture

Data architecture deals with the design and implementation of the rules, and models related to the mechanism of data collection, storage, usage and management

Data Preparation

This phase deals with the process of preparing raw data so that it is usable for further processing

  • Build ETL (Extract, Transform, Load) services
  • Load data into the data models
Data Preparation
Data Pipelines

Data Pipelines

This deals with the tools and processes involved in automating the data movement and transformation between repositories

  • Design, implement end-to-end real-time and batch data pipelines
  • Build data integration & maintenance services
  • Build data standardization services

Data Lake Implementation

This deals with the building of repository required to store, and process large amounts of structured, semi-structured and unstructured data in a secure manner

  • Build Data Lakes and Data Warehouses
Data Lake Implementation
Report

Report

The final phase deals with the most efficient ways of communicating the summary of the research and analysis using data visualization tools

  • Data Reporting
  • Data Visualization
  • Business Intelligence
  • Decision Making

Tools and Technologies

Cloud Toolset

  • Analytical Databases: Big Query, Redshift, Synapse
  • ETL: Databricks, DataFlow, DataPrep
  • Scalable Compute Engines: GKE, AKS, EC2, DataProc
  • Process Orchestration: AirFlow / Composer
  • Platform Deployment & Scaling: terraform, custom tools

Open Source

  • Hadoop distributions: Cloudera, Hortonworks, MapR
  • Hadoop tools: hdfs, hive, pig, spark, flink
  • NoSQL Databases: Cassandra MongoDB, Hbase, Phoenix
  • Process Automation: Oozie, Airflow

Visualisation Tools

  • Tableau
  • Data Studio
  • D3.js

Programming

  • Python: pandas, spark, pyspark
  • Scala, Java
  • SQL, T-SQL, H-SQL, PL/SQL
Our Industry Expertise
Retail

Retail

Insurance

Insurance

Healthcare

Healthcare

Lifesciences

Life Sciences

Investment

Investment Banking

Why AIE?
Subject Matter Experts

Subject Matter Experts

360 degree perspective

360 degree perspective

Experienced team

Experienced team

Consulting mindset

Consulting mindset

Efficient delivery lifecycle

Efficient delivery lifecycle