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Cloud Data Engineer II Interview Questions & Answers

MathCo user image ABHISHEK JHA

posted on 27 Nov 2024

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Company Website and was interviewed in Oct 2024. There were 3 interview rounds.

Round 1 - Technical 

(8 Questions)

  • Q1. End to end architecture of current project
  • Q2. Basic spark code to read & write files
  • Q3. How to upsert data in table in spark
  • Q4. How do you handle sudden increase in data volume
  • Q5. Discussion on delta tables & ACID transactions
  • Q6. Explain autoloader and use case in Databricks
  • Q7. SQL question using window functions Lead, row number
  • Q8. Python question using hashmap & String
Round 2 - One-on-one 

(4 Questions)

  • Q1. Current project understanding end to end
  • Q2. Data pipeline design for a ride sharing company, ask bunch of follow up questions on the conclude a particular design.
  • Q3. Explain how you follow SDLC(Agile, waterfall) ?
  • Q4. Why are you looking for a change now
Round 3 - HR 

(4 Questions)

  • Q1. Basic introductions
  • Q2. What kind of work are you looking for? what do you know about the company
  • Q3. Willing to relocate?
  • Q4. Personal hobbies and aspirations

Interview Preparation Tips

Topics to prepare for MathCo Cloud Data Engineer II interview:
  • Spark
  • Python
  • SQL
  • System Design
  • Data Architecture
  • Streaming
Interview preparation tips for other job seekers - I had a brilliant experience interviewing at MathCo, Had awesome interviewers who push you thinking capabilities. Also given that I was at the end of my notice period, following rounds were scheduled quickly.
Interview experience
1
Bad
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Referral and was interviewed in Oct 2024. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Find a number in array which is greater than left and right element
  • Ans. 

    Iterate through array and check if element is greater than its adjacent elements

    • Iterate through array and check if current element is greater than element at index-1 and index+1

    • Return the first element found that satisfies the condition

    • Handle edge cases where element is at the beginning or end of array

  • Answered by AI
  • Q2. Find the number in the string and return the sum of numbers
  • Ans. 

    Find and sum numbers in a string

    • Iterate through each character in the string

    • Check if the character is a digit

    • If digit, convert to integer and add to sum

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - I solved all the DSA question with more optimised way , but interviewer was so immature to understand he joined two month back and only 2 yoe , he was not so skill full , I am pass out from tier-1 colg of India . Such a bad experiance . I was so confident that They are not going to hire me because my current CTC was too high , still they scheduled my interview. They pay very less , and I checked everyone going through interview process facing same what I faced . I will advice not go through the interview process . I have funny story , recruiter called me after seeing my resume , and he thought my name is BITS pilani . Which is my colg.

Skills evaluated in this interview

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
No response
Round 1 - Aptitude Test 

Mintu Babu lives in a smaller house than her brother and in a larger house than her parents. Her children reside with her, and she has no other relatives. If Mintu Babu's relative U lives in a larger house than her relative S, then all the following may be true except: \n\n1) S is U's father \n\n2) S is U's mother \n\n3) U is younger than S \n\n4) S is younger than U

Round 2 - Technical 

(2 Questions)

  • Q1. 1. merge two linked list
  • Ans. 

    Merge two sorted linked lists without creating new nodes by rearranging existing nodes.

    • Traverse both linked lists simultaneously

    • Compare the values of nodes and rearrange pointers accordingly

    • Continue until one of the lists is fully traversed

  • Answered by AI
  • Q2. 2. reverse a linked list.
  • Ans. 

    Reverse a linked list by changing the direction of pointers.

    • Start with three pointers: current, previous, and next.

    • Iterate through the linked list, updating pointers to reverse the direction.

    • Update the head of the linked list to be the previous node once iteration is complete.

  • Answered by AI

Skills evaluated in this interview

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

I applied via campus placement at Vellore Institute of Technology (VIT) and was interviewed in Oct 2024. There were 2 interview rounds.

Round 1 - Aptitude Test 

It included mcqs and multiple coding questions.

Round 2 - Technical 

(2 Questions)

  • Q1. Yours technical skillls related questions
  • Q2. Managerial questions

Interview Preparation Tips

Topics to prepare for Aptos Software Developer interview:
  • Full Stack
Interview preparation tips for other job seekers - It was an on campus opportunity. Technical and managerial round happened together. The process was very smooth. The interviewers were professional yet friendly and made everything very comfortable. You should know the basics at least.
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
Not Selected

I applied via Job Portal

Round 1 - HR 

(2 Questions)

  • Q1. Network concept basics
  • Q2. Routing protocol,ospf
Round 2 - Technical 

(1 Question)

  • Q1. Deep knowledge testing in networking domain
  • Ans. 

    Deep knowledge testing in networking domain involves understanding protocols, configurations, security measures, and troubleshooting techniques.

    • Understanding various networking protocols such as TCP/IP, DNS, DHCP, etc.

    • Knowledge of network configurations including routers, switches, firewalls, etc.

    • Understanding network security measures like VPNs, encryption, firewalls, etc.

    • Ability to troubleshoot network issues using t

  • Answered by AI

Skills evaluated in this interview

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
-

I applied via Job Portal and was interviewed in Oct 2024. There was 1 interview round.

Round 1 - Technical 

(2 Questions)

  • Q1. Can we perform data driven testing using postman
  • Ans. 

    Yes, Postman supports data driven testing through the use of variables and data files.

    • Postman allows users to define variables and use them in requests for data driven testing.

    • Data files such as CSV or JSON can be imported into Postman to drive test data.

    • Iterations can be set up in Postman to run tests with different data sets.

  • Answered by AI
  • Q2. Basic coding questions on integer array missing numbers

Skills evaluated in this interview

Interview experience
1
Bad
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
No response

I applied via Approached by Company and was interviewed in Aug 2024. There was 1 interview round.

Round 1 - Technical 

(3 Questions)

  • Q1. About yourself ?
  • Q2. Just asked questions on previous role
  • Q3. How many types of IOT devices are there
  • Ans. 

    There are three main types of IoT devices: consumer, commercial, and industrial.

    • Consumer IoT devices: Smart home devices like thermostats, lights, and security cameras.

    • Commercial IoT devices: Smart meters, asset tracking systems, and connected vending machines.

    • Industrial IoT devices: Sensors and actuators used in manufacturing, agriculture, and healthcare.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Don't waste time as the interviewer doesn't ask you questions related to JD.He asked me questions related to my previous work experience.Hr is good but interviewer is out of mind .I think interviewer wants to select their known candidates or relatives.Even if you give all answers they will simply reject you.
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(1 Question)

  • Q1. Generate a Dataframe
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via Referral and was interviewed in Jun 2024. There was 1 interview round.

Round 1 - Aptitude Test 

Analytical and Problem-Solving Skills:

I was asked to analyze hypothetical business scenarios and propose solutions, demonstrating my ability to identify key issues, prioritize tasks, and recommend strategic actions.


Data Interpretation and Reporting:

Questions focused on my experience with data interpretation, report generation, and using analytical tools like SQL or Excel to derive insights from complex datasets.


Stakeholder Management and Communication:

There were discussions about my previous experiences in stakeholder management and how I effectively communicated with diverse teams to gather requirements and deliver solutions.


Process Improvement and Innovation:

Interviewers were interested in my approach to process improvement and innovation within a business context, including examples of projects where I had successfully implemented changes to optimize workflows or enhance efficiency.

Interview Preparation Tips

Interview preparation tips for other job seekers - I'd suggest you to prepare the case study on which you have worked. Make the section of who the client was, what was their requirements, their challenges, and how you overcame it, and what was the outcome, try to quantify your achievements. Also if you have screenshots of the those analytics, keep those handy to later share it for more credibility. Good luck!
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via LinkedIn and was interviewed in Mar 2024. There were 3 interview rounds.

Round 1 - Assignment 

Assignment was to create an API for an expenses sharing application where users can input the total amount and the people to be shared the amount with and each individual amount in terms of either actual amount, percentage or split equally

Round 2 - One-on-one 

(4 Questions)

  • Q1. Difference between process and threads
  • Ans. 

    Processes are independent instances of a program, while threads are smaller units within a process sharing resources.

    • Processes have their own memory space, while threads share the same memory space within a process.

    • Processes are heavyweight, requiring more resources, while threads are lightweight.

    • Processes communicate with each other through inter-process communication mechanisms, while threads can communicate directly...

  • Answered by AI
  • Q2. What is indexing in DBMS
  • Ans. 

    Indexing in DBMS is a technique used to improve the performance of queries by allowing faster retrieval of data.

    • Indexes are data structures that store a small portion of the table data in an optimized format for quick retrieval.

    • They help in speeding up data retrieval operations like SELECT, UPDATE, DELETE queries.

    • Examples of indexes include primary keys, unique keys, and composite keys.

  • Answered by AI
  • Q3. Examples and description of asymmetric encryption alogorithms
  • Ans. 

    Asymmetric encryption algorithms use a pair of keys to encrypt and decrypt data, providing secure communication.

    • RSA (Rivest-Shamir-Adleman) is a popular asymmetric encryption algorithm.

    • Elliptic Curve Cryptography (ECC) is another commonly used asymmetric encryption algorithm.

    • Asymmetric encryption is slower than symmetric encryption but provides better security.

    • Public key is used for encryption and private key is used f

  • Answered by AI
  • Q4. Which sorting method is beneficial in which scenario
  • Ans. 

    Different sorting methods are beneficial in different scenarios based on factors like time complexity, space complexity, and input size.

    • Quick Sort: Best for large datasets due to its average time complexity of O(n log n)

    • Bubble Sort: Simple and easy to implement, but inefficient for large datasets with its time complexity of O(n^2)

    • Merge Sort: Stable and efficient for large datasets with its time complexity of O(n log n)

    • ...

  • Answered by AI
Round 3 - One-on-one 

(4 Questions)

  • Q1. What are ACID properties in DBMS
  • Ans. 

    ACID properties are a set of properties that guarantee reliability and consistency in database transactions.

    • Atomicity: Ensures that either all operations in a transaction are completed successfully or none at all.

    • Consistency: Ensures that the database remains in a consistent state before and after the transaction.

    • Isolation: Ensures that the execution of multiple transactions concurrently does not interfere with each ot...

  • Answered by AI
  • Q2. Underlying data structure in Indexing and its time complexity
  • Ans. 

    Indexing typically uses data structures like B-trees or hash tables for efficient retrieval, with time complexity of O(log n) or O(1) respectively.

    • Common data structures for indexing include B-trees and hash tables

    • B-trees are typically used for indexing in databases due to their balanced nature and efficient search operations

    • Hash tables are used for indexing in scenarios where constant time lookup is desired, but may h

  • Answered by AI
  • Q3. Time complexity of a recursive fibonacci code
  • Ans. 

    Time complexity of recursive fibonacci code is O(2^n)

    • The time complexity of a recursive fibonacci code is exponential, O(2^n)

    • This is because each call branches into two recursive calls, leading to exponential growth

    • For example, calculating fibonacci(5) would result in 15 function calls

  • Answered by AI
  • Q4. The protocol behind Web Sockets (because it was in my resume)
  • Ans. 

    Web Sockets is a communication protocol that provides full-duplex communication channels over a single TCP connection.

    • Web Sockets allow for real-time, bi-directional communication between a client and a server.

    • They are commonly used in chat applications, online gaming, and live data streaming.

    • Web Sockets use the ws:// or wss:// protocol scheme in URLs.

    • The protocol is initiated with a handshake between the client and se...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare CS Fundamentals thoroughly
Some questions will be asked from topics that are mentioned in resume

Skills evaluated in this interview

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based on 9 reviews

3.7/5

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3.1

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3.1

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3.2

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3.2

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2.7

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3.2

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