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Data Platform Architect Interview Questions & Answers

Deloitte user image Anonymous

posted on 25 Feb 2025

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I was interviewed in Jan 2025.

Round 1 - Technical 

(14 Questions)

  • Q1. What is the code to read a CSV file into a DataFrame using PySpark?
  • Q2. What is your approach to refactoring code?
  • Q3. How do you optimize pyspark code, how is peer review done,
  • Q4. What is the SQL query to join employee departments along with the count of employees in each department?
  • Q5. What is lazy evaluation in PySpark, and can you provide examples to illustrate this concept?
  • Q6. How do you write SQL queries using PySpark code?
  • Q7. What are the methods used to load data into a database?
  • Q8. What is the redshift spectrum?
  • Q9. What are the different types of indexing used in databases?
  • Q10. Could you describe your experience with sharing your screen to write PySpark code during scenarios in a Teams call, especially when you were using a mobile device?
  • Q11. What types of documentation are typically created during a project, and how is this documentation prepared?
  • Q12. How do you ensure that your code is written optimally, and how do you evaluate, debug, and test it for various scenarios?
  • Q13. What kind of documentation is written for pyspark code
  • Q14. What are the best practices that you follow?

Interview Preparation Tips

Interview preparation tips for other job seekers - 1. The role would have client round and the candidate will have to write code and solve issues immediately in client interview call, this is what interviewer said
2. As a data platform architect, the role requires extreme level understanding of pyspark and sql not just overview as in other data architect role.
3. Docu
Interview experience
5
Excellent
Difficulty level
Easy
Process Duration
More than 8 weeks
Result
Selected Selected

I was interviewed in Jan 2025.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Sale price on on day
  • Q2. Start working

Interview Preparation Tips

Interview preparation tips for other job seekers - Fofocus heavily on networking, tailoring your resume with relevant keywords, actively following up with potential employers, showcasing your sales skills in interviews through storytelling, and monitoring companies you're interested in to stay updated on opportunities.
Key points to remember:
Prioritize networking:
Utilize your network to connect with people in the industry, attend industry events, and leverage platforms like LinkedIn to build relationships with potential hiring managers.
Tailor your resume:
Include relevant sales keywords throughout your resume to catch the attention of recruiters and ensure your experience aligns with the job description.
Practice your sales pitch:
Prepare compelling stories from your past experiences to demonstrate your ability to close deals, overcome objections, and build rapport during interviews.
Follow up consistently:
After submitting applications, send personalized follow-up emails to maintain engagement with potential employers.
Research companies:
Actively monitor companies you're interested in by following their social media and news to stay informed about potential openings.
Highlight transferable skills:
Even if you lack direct sales experience, emphasize skills like communication, persuasion, relationship building, and problem-solving that translate well to a sales role.
Ask insightful questions:
During interviews, demonstrate your knowledge of the company and role by asking thoughtful questions that show your genuine interest.
Be enthusiastic and confident:
Convey a positive attitude and express your passion for sales to make a strong impression on potential employers.
Interview experience
3
Average
Difficulty level
Easy
Process Duration
2-4 weeks
Result
Selected Selected
Round 1 - One-on-one 

(3 Questions)

  • Q1. Basics like introduction background
  • Q2. Introduce yourself
  • Q3. What is your background
Round 2 - One-on-one 

(1 Question)

  • Q1. Interview are very simple and average person can clear huge hiring
Round 3 - Technical 

(1 Question)

  • Q1. 1. Screening 2. Introduction interview basic questions 3. Voice assessment 4. Written assignment 5. Confery test 6. Operation test 7. If qualified final manager round List looks scary to crack but v...
Interview experience
5
Excellent
Difficulty level
Hard
Process Duration
2-4 weeks
Result
Selected Selected

I was interviewed in Jan 2025.

Round 1 - Interview Questions 

(15 Questions)

  • Q1. Explain the difference between ArrayList and LinkedList in Java. ArrayList is implemented as a dynamic array, while LinkedList is a doubly linked list. ArrayList provides fast random access (O(1) complexit...
  • Ans. 

    ArrayList is preferred for frequent retrieval operations due to fast random access, while LinkedList is suitable for frequent insertions/deletions.

    • Use ArrayList when frequent retrieval operations are required, such as searching for elements in a large collection.

    • Choose LinkedList when frequent insertions/deletions are needed, like maintaining a queue or stack.

    • Consider memory overhead and performance trade-offs when dec...

  • Answered by AI
  • Q2. What are the advantages and disadvantages of using Java’s synchronized keyword for thread synchronization? The synchronized keyword ensures that only one thread can access a block of code at a time. It pre...
  • Ans. 

    ReentrantLock should be used instead of synchronized when more flexibility and control over locking mechanisms is needed.

    • Use ReentrantLock when you need to implement custom locking strategies or require advanced features like tryLock() and lockInterruptibly().

    • ReentrantLock supports fair locking mechanisms, ensuring that threads acquire the lock in the order they requested it.

    • Explicit unlocking in ReentrantLock reduces ...

  • Answered by AI
  • Q3. What is the difference between == and .equals() in Java? == checks for reference equality, meaning it compares memory addresses. equals() checks for value equality, which can be overridden in user-defined ...
  • Ans. 

    In Java, == checks for reference equality while equals() checks for value equality. Misuse of == can lead to logical errors.

    • Override equals() when you want to compare the values of objects instead of their references

    • Override hashCode() alongside equals() to ensure proper functioning in collections like HashMap

    • Consider implementing Comparable interface for natural ordering in collections

  • Answered by AI
  • Q4. How does the Java garbage collector work? Garbage collection in Java automatically reclaims memory occupied by unused objects. The JVM has different types of GC algorithms, including Serial, Parallel, CMS,...
  • Ans. 

    Garbage collection in Java automatically reclaims memory occupied by unused objects using different algorithms and memory regions.

    • Java garbage collector automatically reclaims memory from unused objects

    • Different types of GC algorithms in JVM: Serial, Parallel, CMS, G1 GC

    • Objects managed in Young Generation, Old Generation, and PermGen/Metaspace

    • Minor GC cleans up short-lived objects in Young Generation

    • Major GC (Full GC) ...

  • Answered by AI
  • Q5. What are the main features of Java 8? Java 8 introduced lambda expressions, enabling functional-style programming. The Stream API allows efficient data processing with map, filter, and reduce operations. D...
  • Ans. 

    Lambda expressions in Java 8 improve readability and maintainability by enabling concise and functional-style programming.

    • Lambda expressions allow writing more compact code by reducing boilerplate code.

    • They enable passing behavior as arguments to methods, making code more modular and flexible.

    • Example: (a, b) -> a + b is a lambda expression that adds two numbers.

  • Answered by AI
  • Q6. Describe the differences between checked and unchecked exceptions in Java. Checked exceptions must be handled using try-catch or declared with throws. Unchecked exceptions (RuntimeException and its subclas...
  • Ans. 

    Checked exceptions must be handled explicitly, while unchecked exceptions do not require explicit handling.

    • Use custom exceptions when you want to create your own exception types to handle specific scenarios.

    • Custom exceptions can be either checked or unchecked, depending on whether you want to enforce handling or not.

    • For example, a custom InvalidInputException could be a checked exception if you want to ensure it is cau...

  • Answered by AI
  • Q7. What is the Java Memory Model, and how does it affect multithreading and synchronization? The Java Memory Model (JMM) defines how threads interact with shared memory. It ensures visibility and ordering of ...
  • Ans. 

    The Java Memory Model defines how threads interact with shared memory, ensuring visibility and ordering of variable updates in a concurrent environment.

    • Volatile keyword ensures changes to a variable are always visible to all threads.

    • Synchronized keyword provides mutual exclusion and visibility guarantees.

    • Reordering optimizations by the compiler or CPU can lead to unexpected behavior.

    • Happens-before relationship determin...

  • Answered by AI
  • Q8. Can you explain the difference between method overloading and method overriding in Java? Method overloading allows multiple methods with the same name but different parameters. It occurs within the same cl...
  • Ans. 

    Method overloading allows multiple methods with the same name but different parameters, while method overriding allows a subclass to provide a different implementation of a parent method.

    • Use method overloading when you want to provide multiple ways to call a method with different parameters.

    • Use method overriding when you want to provide a specific implementation of a method in a subclass.

    • Example of method overloading: ...

  • Answered by AI
  • Q9. What are functional interfaces in Java, and how do they work with lambda expressions? A functional interface is an interface with exactly one abstract method. Examples include Runnable, Callable, Predicate...
  • Ans. 

    Functional interfaces in Java have exactly one abstract method and work with lambda expressions for concise implementation.

    • Functional interfaces have exactly one abstract method, such as Runnable, Callable, Predicate, and Function.

    • Lambda expressions provide a concise way to implement functional interfaces.

    • Default methods in interfaces help in evolving APIs without breaking backward compatibility.

    • Method references (::) ...

  • Answered by AI
  • Q10. What is a Java Stream, and how does it differ from an Iterator? Streams enable functional-style operations on collections with lazy evaluation. Unlike Iterators, Streams support declarative operations lik...
  • Ans. 

    Java Streams enable functional-style operations on collections with lazy evaluation, unlike Iterators.

    • Parallel streams can improve performance by utilizing multiple threads, but may introduce overhead due to thread management.

    • Care must be taken to ensure thread safety when using parallel streams in a multi-threaded environment.

    • Parallel streams are suitable for operations that can be easily parallelized, such as map and...

  • Answered by AI
  • Q11. Explain the concept of immutability in Java and its advantages. An immutable object cannot be changed after it is created. The String class is immutable, meaning modifications create new objects. Immutabl...
  • Ans. 

    Immutability in Java prevents objects from being changed after creation, promoting thread safety and preventing unintended side effects.

    • Immutable objects cannot be modified after creation, promoting thread safety

    • String class in Java is immutable, modifications create new objects

    • Use final fields and avoid setters to create immutable classes

    • Collections can be made immutable using Collections.unmodifiableList()

    • Immutabilit...

  • Answered by AI
  • Q12. What is the difference between final, finally, and finalize in Java? final is a keyword used to declare constants, prevent method overriding, or inheritance. finally is a block that executes after a try-c...
  • Ans. 

    final, finally, and finalize have different meanings in Java. final is for constants, finally for cleanup, and finalize for garbage collection.

    • final is used for constants, preventing method overriding, and inheritance

    • finally is used for cleanup actions after a try-catch block

    • finalize() is called by the garbage collector before object deletion

    • Alternatives to finalize() for resource management include using try-with-reso...

  • Answered by AI
  • Q13. Explain the Singleton design pattern in Java. Singleton ensures that only one instance of a class exists in the JVM. It is useful for managing shared resources like database connections. A simple implemen...
  • Ans. 

    Singleton design pattern ensures only one instance of a class exists in the JVM, useful for managing shared resources like database connections.

    • Avoid using Singleton when multiple instances of a class are required.

    • Avoid Singleton for classes that are not thread-safe.

    • Avoid Singleton for classes that need to be easily mockable for testing purposes.

  • Answered by AI
  • Q14. What are Java annotations, and how are they used in frameworks like Spring? Annotations provide metadata to classes, methods, and fields. @Override, @Deprecated, and @SuppressWarnings are common built-in ...
  • Ans. 

    Java annotations provide metadata to classes, methods, and fields, improving code readability and maintainability.

    • Annotations like @Component, @Service, and @Autowired in Spring help with dependency injection

    • Annotations reduce boilerplate code compared to XML configurations

    • Custom annotations can be created using @interface

    • Reflection APIs allow reading annotation metadata dynamically

    • Annotations like @Transactional simpl

  • Answered by AI
  • Q15. How do Java Streams handle parallel processing, and what are its pitfalls? Parallel streams divide data into multiple threads for faster processing. The ForkJoin framework handles parallel execution inter...
  • Ans. 

    Java Streams handle parallel processing by dividing data into multiple threads using the ForkJoin framework. Pitfalls include race conditions, performance issues with small datasets, and debugging challenges.

    • Parallel streams divide data into multiple threads for faster processing

    • ForkJoin framework handles parallel execution internally

    • Useful for CPU-intensive tasks but may not improve performance for small datasets

    • Share...

  • Answered by AI
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I was interviewed in Jan 2025.

Round 1 - Technical 

(8 Questions)

  • Q1. Self intro and project architecture
  • Q2. What are the data sources used?
  • Q3. Bigquery architecture
  • Q4. Partition vs clustering
  • Q5. Bq commands on create table and load csv file
  • Q6. Bq commands on show the schema of the table
  • Q7. Explain about leaf nodes and columnar storage.
  • Q8. How many slots are there in bigquery?
Interview experience
1
Bad
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Not Selected

I was interviewed in Jan 2025.

Round 1 - Coding Test 

A sequence was provided: 4181, 2684, 1597, 987, 610.
first 2 are given and write code for other value calculation using java 8

The second question required writing a reverse of a palindrome using both Java 8 streams. I was able to successfully write both and clear the first round.

Round 2 - Technical 

(6 Questions)

  • Q1. Interviewer was himself not knowing anything as it was walkin drive he was sitting infront of me and checking questions on phone Introduction that he inturrepted in between when I was introducing myself
  • Q2. What are the features of Java 17, specifically related to sealed classes, including their syntax and necessity, along with the potential errors encountered when invoking a sealed class?
  • Ans. 

    Java 17 introduces sealed classes to restrict inheritance and improve code maintainability.

    • Sealed classes are declared using the 'sealed' keyword followed by the permitted subclasses.

    • Subclasses of a sealed class must be either final or sealed themselves.

    • Errors may occur when trying to extend a sealed class with a non-permitted subclass.

  • Answered by AI
  • Q3. Java 8 feathers stream api, functional interface, Intermittent operator ,Ternary operator, Prediction,Bi predicate. Answered all successfully
  • Q4. Draw low level design of implementation of notify me if item is back in stock in a ecommerce application
  • Ans. 

    Implementation of 'notify me if item is back in stock' feature in an ecommerce application

    • Create a database table to store user notifications for out-of-stock items

    • Implement a service to check item availability and send notifications to subscribed users

    • Provide a user interface for users to subscribe to notifications for specific items

  • Answered by AI
  • Q5. All design patterns which I know. Asked me to implement adapter pattern on paper
  • Q6. Then given a problem that concurrent way perform operation on excell to decrease the response time

Interview Preparation Tips

Interview preparation tips for other job seekers - I always suggest staying away from these companies commonly referred to as WITCH (Wipro, Infosys, TCS, Cognizant, HCL). You will rarely encounter good interviewers there unless there is an extreme necessity. Interview was judging me on the basis of syntex by seeing in his phone. How can everyone write each and everything on copy. For the low level design first time in my 6 years carrier someone asked to design without using kafka or any other library like spring boot to achieve that add in reminder list problem 😂. At first it was my bad after holding a offer of almost 27 lakh I somehow agreed for giving interview. Second thing I also know that after Even clearing they cannot afford 30LPA which I asked. I just went there because from last 6.5 year I have never attended any walking or face to face interview so was curious for it. Currently also working with somewhat premium product development company only. My experience was very bad. May be it can get vary person to person.
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
Selected Selected
Round 1 - Technical 

(5 Questions)

  • Q1. What is DHCP and how many type of DHCP and please explain how to work DHCP DORA Process ?
  • Q2. What is OU and how to configure and Please Explain ADC ?
  • Q3. What is APIPA and how to work and what is APIPA Range.
  • Q4. Please explain OSPF and BGP ?
  • Q5. What is OSI layer and please explain all Layer ?
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I was interviewed in Jan 2025.

Round 1 - One-on-one 

(5 Questions)

  • Q1. As per hr question
  • Q2. What is your strength
  • Q3. Why are you choose this company?
  • Q4. After 5 years where you see which position?
  • Q5. Why should we hire you?
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Naukri.com and was interviewed in Dec 2024. There was 1 interview round.

Round 1 - One-on-one 

(5 Questions)

  • Q1. How many variance in sap?
  • Ans. 

    The number of variances in SAP can vary depending on the specific processes and transactions being analyzed.

    • The number of variances in SAP can be influenced by factors such as data entry errors, system glitches, or discrepancies in invoice processing.

    • Variances in SAP may be identified through reconciliation processes, exception reports, or manual reviews of accounts payable transactions.

    • Examples of variances in SAP inc...

  • Answered by AI
  • Q2. We cac explain the all accounts receivable and accounts payable
  • Ans. 

    Accounts receivable and accounts payable are two important aspects of a company's financial operations.

    • Accounts receivable refers to money owed to a company by its customers for goods or services provided.

    • Accounts payable refers to money owed by a company to its suppliers or vendors for goods or services received.

    • Accounts receivable is an asset on the balance sheet, while accounts payable is a liability.

    • Managing accoun...

  • Answered by AI
  • Q3. What is the cost element and cost center?
  • Ans. 

    Cost element and cost center are key concepts in accounting for tracking and allocating costs within an organization.

    • Cost element refers to the specific types of costs incurred by an organization, such as materials, labor, or overhead.

    • Cost center is a specific department, team, or function within an organization that is responsible for incurring costs.

    • Cost elements are assigned to cost centers to track and allocate cos...

  • Answered by AI
  • Q4. How many we have currencies in sap?
  • Ans. 

    SAP supports over 160 currencies worldwide.

    • SAP supports over 160 currencies for global transactions.

    • Currencies can be configured in SAP using transaction code OB22.

    • Each currency is assigned a unique currency code (e.g. USD for US Dollar, EUR for Euro).

  • Answered by AI
  • Q5. How many types of projects
  • Ans. 

    There are various types of projects, including internal projects, external projects, research projects, and development projects.

    • Internal projects focus on improving processes within the organization.

    • External projects involve working with external partners or clients.

    • Research projects aim to gather data and analyze findings.

    • Development projects focus on creating new products or services.

    • Examples: IT system implementati...

  • Answered by AI

Interview Preparation Tips

Topics to prepare for Accenture P2P Accounts Payable Executive interview:
  • mba fresher
Interview preparation tips for other job seekers - 1. Self-Reflection & Goal Setting
* Identify Your Strengths & Weaknesses:
* Strengths: What are you good at? What do you enjoy doing? What are your unique skills and talents?
* Weaknesses: What areas do you need to improve? What are your biggest challenges?
* Define Your Career Goals:
* Short-term: What kind of job are you looking for? What industry are you interested in? What salary range are you targeting?
* Long-term: What is your ideal career path? What are your long-term professional aspirations?
2. Enhance Your Job Search Strategy
* Build a Strong Online Presence:
* LinkedIn: Create a professional and engaging LinkedIn profile.
* Portfolio/Website: If applicable, showcase your work through a portfolio or personal website.
* Network, Network, Network:
* Attend industry events: Conferences, meetups, and workshops.
* Informational interviews: Connect with people working in your field of interest.
* Leverage your existing network: Let your friends, family, and former colleagues know you're job searching.
* Tailor Your Resume & Cover Letter:
* Customize: Tailor your resume and cover letter to each specific job application.
* Keywords: Use keywords from the job description to increase your chances of getting noticed by Applicant Tracking Systems (ATS).
* Quantify your achievements: Use numbers and data to demonstrate your accomplishments.
* Master the Job Interview:
* Practice: Prepare for common interview questions (behavioral, technical, etc.).
* Research: Learn about the company and the role you're interviewing for.
* Ask insightful questions: Demonstrate your interest and engagement.
3. Continuous Improvement
* Skill Development:
* Online courses: Platforms like Coursera, Udemy, and edX offer a wide range of courses.
* Certifications: Obtain relevant industry certifications to enhance your credentials.
* Volunteer work: Gain valuable experience and build your network.
* Stay Updated:
* Industry news: Keep up-to-date with the latest trends and developments in your field.
* Job market trends: Monitor job boards and industry publications to understand the current job market.
Key Advice:
* Be patient and persistent: The job search process can be challenging, but don't give up.
* Stay positive and maintain a growth mindset: Focus on your strengths and opportunities for improvement.
* Take care of yourself: Prioritize your physical and mental well-being during your job search.
Remember: The job market is constantly evolving. Be adaptable, proactive, and resourceful in your job search efforts. Good luck!

Any type of job Interview Questions & Answers

Wipro user image Anonymous

posted on 26 Feb 2025

Interview experience
5
Excellent
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

I was interviewed in Jan 2025.

Round 1 - One-on-one 

(5 Questions)

  • Q1. Introduce your self
  • Q2. What are your hobbies
  • Q3. Explain your family background
  • Q4. Explain your education background
  • Q5. Extreme your native place

Interview Preparation Tips

Interview preparation tips for other job seekers - I am fresher l am no idea

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