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I applied via Campus Placement and was interviewed before Feb 2023. There were 3 interview rounds.
Some medium level problems which can be solved easily
The aptitude test lasts 30 minutes and focuses on topics relevant to data engineering, including Spark, SQL, Azure, and PySpark.
The coding test is a one-hour examination on PySpark.
Cache() and Persist() are both used for caching RDDs in Apache Spark, but Persist() allows for more customization.
Cache() is a shorthand for Persist(StorageLevel.MEMORY_ONLY)
Persist() allows for specifying different storage levels like MEMORY_ONLY, MEMORY_AND_DISK, etc.
Persist() also allows for specifying serialization formats like Java serialization, Kryo serialization, etc.
Spark Submit command is used to submit Spark applications to a cluster.
Spark Submit command is used to launch applications on a Spark cluster.
It allows users to specify application parameters like main class, jars, and arguments.
Users can also configure properties like memory allocation and number of executors.
Example: spark-submit --class com.example.Main --master yarn --deploy-mode cluster myApp.jar
Window functions in SQL are used to perform calculations across a set of table rows related to the current row.
Window functions operate on a set of rows related to the current row
They can be used to calculate running totals, ranks, and averages
Examples include ROW_NUMBER(), RANK(), and SUM() OVER()
The daily responsibilities of a Senior Data Engineer involve designing, implementing, and maintaining data pipelines, optimizing data workflows, and collaborating with cross-functional teams.
Designing and implementing scalable data pipelines to collect, process, and store data
Optimizing data workflows for efficiency and performance
Collaborating with data scientists, analysts, and other stakeholders to understand data r...
Our work culture is collaborative, innovative, and focused on continuous learning and growth.
Collaborative team environment where everyone's input is valued
Encouragement of innovation and thinking outside the box
Emphasis on continuous learning and professional development
Open communication and feedback culture
Supportive and inclusive atmosphere
I applied via Approached by Company and was interviewed in Oct 2024. There were 4 interview rounds.
Assessment via link MCQ
Publicis Sapient interview questions for popular designations
Developed a web application for tracking employee attendance and performance
Implemented user authentication and authorization using Spring Security
Utilized Hibernate for database interaction and data persistence
Designed and developed RESTful APIs for frontend integration
Used AngularJS for frontend development to create interactive user interfaces
Get interview-ready with Top Publicis Sapient Interview Questions
I applied via Naukri.com and was interviewed in Nov 2024. There were 4 interview rounds.
If is purely coding language related mcq test
Leet code low to medium level problem.
I applied via Naukri.com and was interviewed in Nov 2024. There was 1 interview round.
I applied via LinkedIn and was interviewed in Sep 2024. There were 2 interview rounds.
It was a concept and coding test, with MCQs. Very simple and straightforward.
SOLID principles are a set of five design principles in object-oriented programming to make software designs more understandable, flexible, and maintainable.
S - Single Responsibility Principle: A class should have only one reason to change.
O - Open/Closed Principle: Software entities should be open for extension but closed for modification.
L - Liskov Substitution Principle: Objects of a superclass should be replaceable...
I have used the Singleton design pattern in my previous projects.
Singleton pattern ensures a class has only one instance and provides a global point of access to it.
It is useful when you want to control the number of instances that can be created.
Example: Creating a Logger class that should have only one instance throughout the application.
Concurrent API allows multiple tasks to be executed simultaneously, improving efficiency and performance.
Concurrent API enables parallel processing of multiple requests at the same time.
It helps in reducing latency and improving overall system performance.
Examples include Java's CompletableFuture class for asynchronous programming and Node.js's cluster module for parallel processing.
Create scenario-based questions that challenge you to utilize all of your coding skills.
Security in APIs is crucial for protecting sensitive data and preventing unauthorized access.
Use authentication methods such as OAuth or API keys to verify the identity of users accessing the API.
Implement encryption to secure data transmission between clients and servers.
Set up rate limiting to prevent abuse and protect against denial of service attacks.
Regularly update and patch the API to address security vulnerabil...
A coding test on Codility that includes multiple-choice questions and two coding problems.
I was asked to implement a web page in Angular with server-side rendering.
The coding exercise involves implementing a specific feature or functionality and writing unit tests to ensure its correctness.
Explain the purpose of the coding exercise and what is expected to be implemented.
Describe the approach taken to solve the problem and any challenges faced during implementation.
Discuss the design decisions made and how they impact the overall code quality.
Explain the unit tests written to vali...
I applied via Company Website and was interviewed in Sep 2024. There were 2 interview rounds.
Platform - Hackerank
Duration - 2 Hours
Topics - Spark and SQL
Common file formats used in data storages include CSV, JSON, Parquet, Avro, and ORC. Parquet is best for compression.
CSV (Comma-Separated Values) - simple and widely used, but not efficient for large datasets
JSON (JavaScript Object Notation) - human-readable and easy to parse, but can be inefficient for storage
Parquet - columnar storage format that is highly efficient for compression and query performance
Avro - efficie...
Python program to find the most repeating substring in a list of words.
Iterate through each word in the list
Generate all possible substrings for each word
Count the occurrences of each substring using a dictionary
Find the substring with the highest count
Some of the top questions asked at the Publicis Sapient interview -
The duration of Publicis Sapient interview process can vary, but typically it takes about less than 2 weeks to complete.
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