Jaya

Jaya

Jaya has spent much of her career building large-scale data pipelines, helping teams move from spreadsheet reporting to distributed systems like Hadoop and Spark. She's handled the operational headaches of big data projects firsthand, from schema drift to cluster tuning. She tests new tools before recommending them, helping engineers build systems that hold up under real data volumes.

57 Articles

What is ELT (Extract, Load, Transform)?
By Jaya | September 22nd, 2026

What is ELT (Extract, Load, Transform)?

Data does not wait. Every second, your business is generating it, collecting it, and trying to make sense of it. Sales figures, customer behavior, website events, product logs, and so much more. All of this data is valuable....

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MongoDB Interview Questions
By Jaya | September 17th, 2026

MongoDB Interview Questions And Answers

Are you preparing for a MongoDB interview but not sure what questions the employer might ask? In this guide, I will share some most asked MongoDB interview questions that recruiters commonly ask. I have personally appeared for MongoDB interviews...

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MongoDB vs MySQL
By Jaya | September 17th, 2026

MongoDB vs MySQL: Understanding Key Differences

Database services have become the backbone of web applications. The industry has many types of data services and MongoDB vs MySQL are two of the most popular among them..

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What is MongoDB
By Jaya | September 17th, 2026

What is MongoDB?

This introduction to MongoDB is to help get a better idea about this database. It’s a flexible and powerful solution to handle all modern data needs. This leading NoSQL database presents a dynamic schema design.

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MongoDB Certification
By Jaya | September 17th, 2026

How to Get MongoDB Certification: A Complete Guide

MongoDB is a highly scalable and flexible NoSQL document database platform. It works to overcome relational databases' limitations. It has very impressive horizontal scaling and load balancing capabilities..

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DBMS Interview Questions
By Jaya | September 15th, 2026

DBMS Interview Questions and Answers

While you may have experience using databases as part of your daily job, you will have also developed an understanding of how databases work through three years of practical experience. Interviewers test you differently from practical applications. Interviewers look for more than just whether you can write SQL statements...

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DataStage Interview Questions
By Jaya | September 14th, 2026

▷ DataStage Interview Questions and Answers

Are you looking to get a job with DataStage and seeking a complete guide on how to crack an interview? Look no further! We are here with the top DataStage interview questions and answers that are frequently asked. These are curated with the help..

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Snowflake Architecture
By Jaya | September 1st, 2026

Snowflake Architecture And Its Components

The demand for big data is rising day by day, more businesses are turning to cloud data warehouses. The only way to manage today’s massive data volumes is through the cloud platform. Snowflake falls in one of the most well-known cloud data..

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Importance of Big Data In Software Testing
By Jaya | September 1st, 2026

Importance of Big Data In Software Testing

We are living in an era of consistent change and growing complexity. The gigantic amounts of data everywhere holds the key to paving a smoother path for any organization's growth.

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What is Hadoop
By Jaya | August 31st, 2026

What is Hadoop and What is it Used For?

what is Hadoop? It's an open source framework that's based on Java. It manages the storage as well as processing of gigantic data amounts for apps. It uses parallel processing & distributed storage for handling big data..

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AWS Data Engineer
By Jaya | August 26th, 2026

How to Become an AWS Data Engineer in 2026?

Amazon Web Services (AWS) is a leader in the cloud services as well as data engineering space. It has a collection of some impressively robust services and tools for handling data at scale..

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ETL Testing Interview Questions
By Jaya | August 26th, 2026

ETL Testing Interview Questions and Answers

In all my experience conducting multiple ETL testing interviews, I have learned employers place great importance on practical problem-solving abilities in addition to technical knowledge. They seek individuals with good knowledge of ETL processes, SQL validation concepts, data transformation techniques, and how to deal with real-life situations...

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Data Structure Interview Questions
By Jaya | August 21st, 2026

Data Structure Interview Questions and Answers

Do you ever think about what separates great candidates from others in data structure interviews? With my years of experience in conducting and taking part in several technical interviews, I have noticed very similar patterns that the best candidates use when...

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Data Engineer Interview Questions
By Jaya | August 21st, 2026

Data Engineer Interview Questions and Answers

If you are preparing for a data engineer interview, you already know how competitive this field has become. Companies across every industry are building massive data infrastructure and they need skilled engineers to run it. Whether you are a fresher...

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Get Splunk Certification
By Jaya | August 17th, 2026

Is It Worth Getting A Splunk Certification?

The IT sector is such that it is experiencing constant growth and enhancement. Consequently, more people are stepping into this sector and expanding the horizon of their career scope. While there..

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what is big data
By Jaya | August 14th, 2026

What is Big Data?

There is a gigantic amount of data that is currently available and is still adding on. This is where the question - what is big data comes into the picture. It is amongst the most...

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What is Data Collection
By Jaya | August 12th, 2026

What is Data Collection? Types and Methods

Data collection involves the systematic gathering of observations or measurements to answer questions and solve problems. For example, Raj watched his favourite app crash for the third time this week and there are no logs or feedback. What now? He needs..

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what is scala programming language
By Jaya | August 12th, 2026

What is Scala Programming Language?

Developers require simple yet effective tools to handle extensive data flow. Scala, a modern programming language to scale with your systems, data and innovative ideas. This versatile programming language ranks 32nd in the list of top programming languages...

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Data warehousing interview questions
By Jaya | August 12th, 2026

Top Data Warehousing Interview Questions and Answers

Are you preparing for a data-related job or want to clear the Data warehousing (DW) round? This blog post has compiled some of the frequently asked data warehousing interview questions. These questions will train you for your next data warehousing interview...

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data warehousing tutorial
By Jaya | August 12th, 2026

Data Warehousing Tutorial for Beginners

Working in the field of data paints a clearer picture about the amount of data that gets generated on a daily basis. A shared platform further integrates and stores this data so that...

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What is Spark
By Jaya | August 12th, 2026

What is Apache Spark?

What if you could just analyze a river of data with just a bucket? It’s possible with Apache SparK. I have created this blog ‘what is Spark’ to help readers understand what this big data processing engine is all about. It is one of the best tools for multiple..

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Best PostgreSQL Tutorial
By Jaya | August 11th, 2026

PostgreSQL Tutorial For Beginners

PostgreSQL is an advanced & enterprise-class open source RDBMS (relational database management system). This database is supported by over 20 years of continuous community development and is highly..

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What is SQL
By Jaya | August 11th, 2026

What is SQL (Structured Query Language)?

The quantity of data that the world is producing every second demands for great tools, technologies and languages to manage it. SQL is amongst the leading programming languages for extracting, organizing, managing..

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How To Become a GCP Data Engineer
By Jaya | August 11th, 2026

How To Become A GCP Data Engineer?

Commence on a career to become a GCP Data Engineer. It is one of those titles that presents many exceptional opportunities in the vast field of data management and cloud computing..

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PySpark Interview Questions
By Jaya | August 11th, 2026

Top PySpark Interview Questions and Answers

PySpark is one of the most in-demand skills in the big data and data engineering world right now. Companies like Netflix, Uber, LinkedIn, and Amazon use Apache Spark at scale, and PySpark is their go-to tool for writing Spark jobs in Python. If you are...

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Splunk Interview Questions
By Jaya | August 10th, 2026

Splunk Interview Questions And Answers

With the advent of IoT devices, machine data has become a commonly talked about term in the tech world. As the number of machines found in the IT infrastructure increases and the data produced goes..

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Top Trendy Technology
By Jaya | April 6th, 2026

10 Top Trendy Technologies in 2026

There are have been many changes in the world of technology, with date, people might have noticed coming and evolving of many technologies to date. This one blog tries to focus on the same kind of many technologies.

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