Vyapar Data Engineer Interview Questions and Answers

They are asking about SQL queries and BI dashboard knowledge

Q1. 1. Tell about yourself? 2. What is your Project? 3. WHat challenges faced in Data Engineering role 4. BI dashboard development experience
Ans. 
I am a data engineer with experience in BI dashboard development and overcoming challenges in the field.
• I have worked on various data engineering projects, including building data pipelines and optimizing data storage.

• One of my notable projects involved developing a real-time data processing system for a retail company, which improved their inventory management and sales forecasting.

• In my previous role, I faced challen...read more
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Q2. 1. What is Data models 2. What are the activities used in ADF 3. What is IR?
Ans. 
Answers to questions related to Data Models, ADF activities, and IR.
• Data models are the representation of data structures and relationships between them.

• ADF activities include data movement, data transformation, and control activities.

• IR stands for Integration Runtime, which is a compute infrastructure used to provide data integration capabilities across different network environments.
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It was Python coding and Sql query assessment round.

Q1. Perform task on joins?
Ans. 
Joins are used to combine rows from two or more tables based on a related column between them.
• Use JOIN keyword to combine tables based on a common column

• Types of joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN

• Example: SELECT * FROM table1 INNER JOIN table2 ON table1.id = table2.id
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Q2. Explain projects
Ans. 
Projects are specific tasks or assignments that require a set of skills and resources to complete.
• Projects are temporary endeavors with a defined beginning and end.

• They are unique, with specific goals, deliverables, and constraints.

• Projects require a team of individuals with different roles and responsibilities.

• Examples: Developing a data pipeline for real-time analytics, building a recommendation system for an e-comme
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Q1. What is indexing in SQL?
Ans. 
Indexing in SQL is a technique used to improve the performance of queries by creating a data structure that allows for faster retrieval of data.
• Indexes are created on columns in a database table to speed up the retrieval of data.

• They work similar to the index in a book, allowing the database to quickly find the rows that match a certain condition.

• Indexes can be created using a single column or a combination of columns.

• ...read more
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Q2. Lift capacity and passenger sql query
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Q3. What is your experience in Pyspark , python
Ans. 
I have extensive experience in using Pyspark and Python for data engineering tasks.
• I have worked on various projects involving data processing, transformation, and analysis using Pyspark and Python.

• I am proficient in writing efficient and optimized code in Pyspark for big data processing.

• I have experience in handling large datasets and implementing complex data pipelines using Pyspark and Python.
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Q4. Tell me about architecture of the project that you are working on
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They are asking about SQL queries and BI dashboard knowledge

Q1. 1. Tell about yourself? 2. What is your Project? 3. WHat challenges faced in Data Engineering role 4. BI dashboard development experience
Add your answer
Q2. 1. What is Data models 2. What are the activities used in ADF 3. What is IR?
Ans. 
Answers to questions related to Data Engineer role
• Data models are the logical representation of data objects and their relationships

• ADF activities include data movement, data transformation, and control activities

• IR stands for Integration Runtime, which is a compute infrastructure used to provide data integration capabilities
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Q1. Sql queries, python program and my clg background
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Q2. Star pattern, codding and sql question oral
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Q1. Joins , sub queries
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Q2. Trigger, group by
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Programing questiion star pattern

Q1. Explain Differnece between ETL AND ELT?
Ans. 
ETL is Extract, Transform, Load where data is extracted, transformed, and loaded in that order. ELT is Extract, Load, Transform where data is extracted, loaded, and then transformed.
• ETL: Data is extracted from the source, transformed in a separate system, and then loaded into the target system.

• ELT: Data is extracted from the source, loaded into the target system, and then transformed within the target system.

• ETL is sui...read more
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Q2. Explain the differnece between the difference?
Ans. 
The difference between the difference is the result of subtracting one value from another.
• Difference is the result of subtracting two values.

• The difference between two values can be positive, negative, or zero.

• For example, the difference between 10 and 5 is 5.
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Q1. Calculate repeating element in list
Ans. 
Find the repeating element in a list
• Iterate through the list and keep track of elements seen so far

• Use a hash set to efficiently check for duplicates

• Return the first element that is already in the set
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Q2. Calculate maximum salary in SQL
Ans. 
Use the MAX() function in SQL to calculate the maximum salary.
• Use the MAX() function along with the column name of the salary field.

• Example: SELECT MAX(salary) FROM employees;

• Ensure the correct table and column names are used in the query.
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