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HSBC Group Hadoop Developer Interview Questions and Answers

Updated 17 Sep 2020

HSBC Group Hadoop Developer Interview Experiences

1 interview found

Interview Questionnaire 

4 Questions

  • Q1. How to ingest csv file to spark dataframe and write it to hive table.
  • Ans. 

    Ingest CSV file to Spark dataframe and write to Hive table.

    • Create SparkSession object

    • Read CSV file using SparkSession.read.csv() method

    • Create a dataframe from the CSV file

    • Create a Hive table using SparkSession.sql() method

    • Write the dataframe to the Hive table using dataframe.write.saveAsTable() method

  • Answered by AI
  • Q2. What is Managed table and External table in hive
  • Ans. 

    Managed tables are physically stored in Hive's warehouse directory while external tables are not.

    • Managed tables are created and managed by Hive while external tables are created outside of Hive.

    • Managed tables are physically stored in Hive's warehouse directory while external tables are not.

    • Managed tables are deleted when the table is dropped while external tables are not.

    • Managed tables are used for internal purposes wh...

  • Answered by AI
  • Q3. What is the role of boundary query in sqoop
  • Ans. 

    Boundary query in Sqoop is used to import data within a specific range of values.

    • Boundary query is used to import data within a specific range of values

    • It is used with the --boundary-query option in Sqoop

    • It is useful when importing large datasets and you only need a subset of the data

    • For example, importing data from a database table where the values in a particular column fall within a specific range

  • Answered by AI
  • Q4. What is top command in shell scripting
  • Ans. 

    Top command is a Linux utility that displays the system's processes in real-time.

    • Displays the processes running on the system

    • Updates the list of processes in real-time

    • Provides information on CPU usage, memory usage, and process IDs

    • Can be used to monitor system performance and identify resource-intensive processes

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Interview was a technical, it lasted for 30 min.

Skills evaluated in this interview

Interview questions from similar companies

I appeared for an interview before Sep 2020.

Round 1 - Face to Face 

(1 Question)

Round duration - 30 minutes
Round difficulty - Easy

It was in the day time. I was asked the programming language of my choice. It was mostly focused on programming fundamentals. I was asked 2 questions based on Data Structures and Algorithms.

  • Q1. How can you detect a loop in a linked list?
Round 2 - Face to Face 

(1 Question)

Round duration - 30 minutes
Round difficulty - Easy

This round was mostly focused on my resume and projects.

  • Q1. Tell me about your projects.
  • Ans. 

    I worked on several projects, including a web app for task management and a machine learning model for sentiment analysis.

    • Developed a task management web app using React and Node.js, allowing users to create, update, and delete tasks.

    • Implemented a machine learning model using Python and scikit-learn to analyze customer reviews and predict sentiment.

    • Created a personal portfolio website to showcase my projects and skills...

  • Answered by AI
Round 3 - Face to Face 

Round duration - 30 minutes
Round difficulty - Easy

It was in the evening. I went to their office in Gurgaon. It was taken by one of the technology director who had a lot of experience. 
 

Interview Preparation Tips

Professional and academic backgroundI completed Information Technology from Bharati Vidyapeeth's College of Engineering. I applied for the job as SDE - 1 in GurgaonAmerican Express interview preparation:Topics to prepare for the interview - Data structures and algorithms, Object-Oriented Programming System concepts, Database Management System, Operating System, Networking.Time required to prepare for the interview - 2 MonthsInterview preparation tips for other job seekers

Do practice a lot of data structures questions as mostly questions in interviews are based on them. Also, do prepare for projects mentioned in your resume and skills which you have mentioned. Coding ninjas has a big hand in making my interview clear as I have taken a course from the coding Ninjas which helped me a lot to make my concepts clear.

Application resume tips for other job seekers

Keep it short and crisp. Go through it properly before the interview. Make sure that you haven't put anything in it that can cause you problems during the interview.

Final outcome of the interviewSelected

Skills evaluated in this interview

Hadoop Developer Interview Questions Asked at Other Companies

asked in HSBC Group
Q1. How do you ingest a CSV file into a Spark DataFrame and write it ... read more
asked in LTIMindtree
Q2. Architecture of spark. What is lazy evaluation? Difference betwee ... read more
asked in LTIMindtree
Q3. What is mapreduce? Advantages of spark over Hadoop
asked in HSBC Group
Q4. What is the difference between a Managed table and an External ta ... read more
asked in HSBC Group
Q5. What is the role of a boundary query in Sqoop?

I appeared for an interview in May 2017.

Interview Questionnaire 

6 Questions

  • Q1. Can string class be extended
  • Ans. 

    Yes, the string class can be extended in most programming languages.

    • Inheritance can be used to extend the functionality of the string class.

    • By creating a new class that inherits from the string class, additional methods and properties can be added.

    • Extending the string class allows for customization and adding specific functionality to strings.

    • Example: In Python, the string class can be extended by creating a new class ...

  • Answered by AI
  • Q2. What are the implecit object in JSP
  • Ans. 

    Implicit objects in JSP are predefined objects that are available for use without any declaration or initialization.

    • Implicit objects in JSP include request, response, session, application, out, config, pageContext, page, exception, and others.

    • These objects provide access to various aspects of the JSP environment and can be used to perform common tasks.

    • For example, the request object allows access to HTTP request parame...

  • Answered by AI
  • Q3. How does hash map works
  • Ans. 

    A hash map is a data structure that uses a hash function to map keys to values.

    • Hash map stores key-value pairs

    • It uses a hash function to compute an index for each key

    • Collisions can occur when two keys hash to the same index

    • Hash maps provide fast access to values based on their keys

  • Answered by AI
  • Q4. Difference between string buffer and string builder
  • Ans. 

    StringBuffer and StringBuilder are both used to manipulate strings, but StringBuffer is thread-safe while StringBuilder is not.

    • StringBuffer is synchronized, making it safe for use in multi-threaded environments.

    • StringBuilder is not synchronized, making it faster but not thread-safe.

    • StringBuffer is preferred when multiple threads are involved, while StringBuilder is preferred for single-threaded scenarios.

    • Both classes p...

  • Answered by AI
  • Q5. What is MVC
  • Q6. What are the annotation used in RESTFULL web services
  • Ans. 

    Annotations used in RESTful web services

    • 1. @Path - Specifies the URI path for the resource

    • 2. @GET - Specifies that the method handles HTTP GET requests

    • 3. @POST - Specifies that the method handles HTTP POST requests

    • 4. @PUT - Specifies that the method handles HTTP PUT requests

    • 5. @DELETE - Specifies that the method handles HTTP DELETE requests

    • 6. @PathParam - Binds the value of a URI template parameter to a method paramete...

  • Answered by AI

Interview Preparation Tips

Skills: Java Application Development

Skills evaluated in this interview

I applied via Campus Placement

Interview Preparation Tips

Round: Resume Shortlist
Experience: My resume had a couple of projects and a paper publication added to it, which was a part of my second year intern at TCS Innovation Labs.

Tips: I believe that the resume shortlist to appear for the test is just a formality and not a big deal to get through. Most of the students are allowed to appear for the test which is where, the main shortlisting occurs.
Although, the company does cut off people from certain departments. For example, none of the Agriculture and food engineering students were shortlisted for appearing for the test.
Also, from what I have heard, the company runs resumes through a program to take out the shortlist. Hence, certain key words such as "Scholar" or "Conference" may get you a good chance to get through the shortlisting.

Round: Test
Experience: The test is mainly quant based and how fast you can think and rationalize. They expect excellent speed; they ask you 20 questions to be answered in 30 minutes.
Tips: Normally, if a student is asked to appear for this right after his JEE examination, he would be able to get through it easily. But since our analytical thinking goes way down once we actually get in, it has to be worked upon again. I'd suggest you to solve all the quant questions of any CAT preparatory book for the American Express test. The test questions are quite similar to those that the CAT students prepare for.

Round: Technical Interview
Experience: In general, the American Express interviews are considered to be pretty peaceful compared to the interviews of other companies. I was just asked about my work at TCS Innovation Labs and the paper I would be publishing based on that work and the courses I have done in Data Analytics and what all do I know in it. They do not test the knowledge you say you possess.
Tips: While I was preparing for my interview, I was told to read about Amex and its products. Secondly, and most importantly, I was aksed to read a lot about credit card frauds and suggest ways of preventing that. Even during my time, a lot of people were asked about this and judged severely on that. This is a must must if you would be appearing for its interview.

Also, you would do well if you are able to connect with the interviewer. For instance, if both of you have been a part of the same inter IIT or have the same tastes, etc.

Also, the interviews are that peaceful that you are able to direct the interview in your favour. There are certain parts of your CV that you can easily talk about and certain parts that you would want to avoid. If you are able to think on your feet, it is easy to re direct the interview in your favour and the things that you would like to talk about; in my case, it was my work at TCS.

Round: Puzzle Interview
Experience: The main decision whether you have to be taken in or not is decided in your first round of interview after which, the puzzle interview is just a formality and to find out whether you are able to think on your feet or not. Not a big deal, pretty easy.
Tips: Nothing to be worried about, the puzzles asked are pretty easy and most probably, you would have already heard them if you have a nag of solving puzzles.

General Tips: Do not worry or stress yourself much. The interview is pretty easy if you have an edge in the skills that the company wants. I had started studying Data Analytics in my second year summer vacations, just 1 hour a day for hardly about a month. Which gave me enough of an edge. The main hurdle lies in getting through the test round where about 300 people are simply cut off.
Skill Tips: You should be able to code efficiently. Knowledge in Python and SQL is a big plus.
Also, I had done a course on Coursera called "Machine Learning" of Stanford University. Today, the company does not expect a lot of knowledge in Data Analytics from students which is why this course gave me the edge I needed to get through the interview. It's a pretty easy course and not very demanding. I would recommend this if you want to find out even whether you'd be interested in Data Analytics or not.
I was asked about the things I know and whether I have ever implemented them.
Skills: Analytics And Coding
Duration: 2
College Name: IIT Kharagpur
Motivation: American Express is known to have a good working culture and is currently the third best company to work for in India. The internship stipend is largest compared to any other company in India along with accommodation and travel. The company has a well structured internship program and also has good challenging work to offer.
Funny Moments: After the test, I was not shortlisted for the interview round.. Which broke my heart.
Just after the presentation, I walked up to the person presenting and handed him a hard copy of my resume asking him to at least give me a shot at the interview if they think my profile is good enough.
I believe that this was a turning point of this entire experience. I believe, at that moment itself, I gained their favour to take me in. Which is probably why my interview was peaceful, which is probably why I could get through even though my interview was the last among a bunch of 25 students..

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Interview Preparation Tips

Round: Technical Interview
Experience: Technical on paper test questions:(dis was only for 12 among d 26 shortlisted ppl after apti...others directly had interviews)
5 wer selected in this test who wer nw sent for interviews
TECHNICAL INTERVIEW: (pls list the questions asked in all the rounds)
26 shortlisted after apti (14 directly for interviews & 12 had one more technical on paper test...mentioned above)
der wer min 2 technical rounds for each of them...max were 5

- You are given course dependencies
A->B,C
B->D
C->A
D->nothing
The above dependencies mean...if you want to take course A...you should take courses B and C first....To take B,Course D must be taken first....D is an independent course and can be taken without any prior requirements.
Now you are told these dependencies.Come up with an appropriate data structure to represent these dependencies.Then write a code that finds out all the courses that the student can take up...in this case the student can first take course D because its independent.Now that course D has been taken he can next take up B as it depends on B alone...But the courses A and C can never be taken because they depend on each other...So here all the courses that can be taken are B and D.
After i wrote the code....he asked for all possible test cases
-Given an array of length N....It can be filled with nos. only from 1 to N....find which nos are repeated in the array
-Given pointers to two nodes in a binary tree....find their least common ancestor...each node has pointer to only the parent node...not the left and right child..
-In a binary tree(Not necessarily a BST)...suppose the weight of any node is defined as the product of the key value of the node and the level of the node(Root at level 1)...find the node with maximum weight in the binary tree
-A sorted array of size n is right circularly rotated k times and this rotated array is given to you as input...Find out the value of k in log n time .
-There are some processes running at time T....and there are processes running at time T+30.
You have to find out
1)Which processes died at time T+30,which were alive at time T
2)Which are the new processes at time T+30,which were not there at time T
3)Which are the processes that were there at time T and are still running at time T+30
What data structure will you use to represent the process lists and write code to find out the answers to the 3 questions above
-Given a binary search tree...and a target sum...starting at the root...which all paths add up to the target sum?...if there are multiple paths....return the path with least no. of nodes.


College Name: Veermata Jijabai Technological Institute, Mumbai [ VJTI ]

I appeared for an interview before Mar 2021.

Round 1 - Coding Test 

(3 Questions)

Round duration - 90 minutes
Round difficulty - Medium

There were 33 questions in total. The objective questions were simple.

  • Q1. 

    Sort Big List Dates Problem Statement

    Mary is an enthusiastic party-goer who struggles with remembering event dates. Help Mary by sorting a given list of event dates in an ascending order.

    Example:

    Inpu...
  • Ans. 

    Sort a list of event dates in ascending order based on year, month, and day.

    • Sort the list of dates based on year, then month, and finally day.

    • Use a sorting algorithm to rearrange the dates in ascending order.

    • Ensure the constraints are met for each date in the list.

  • Answered by AI
  • Q2. 

    Pair Sum Problem Statement

    You are given an integer array 'ARR' of size 'N' and an integer 'S'. Your task is to find and return a list of all pairs of elements where each sum of a pair equals 'S'.

    Note:
    ...
  • Q3. 

    Maximum Sum Problem Statement

    Given an integer N, your task is to recursively break it into three integer parts: N / 2, N / 3, and N / 4. You need to compute the maximum sum possible by dividing the numbe...

  • Ans. 

    Given an integer N, recursively break it into three parts and find the maximum sum possible.

    • Recursively divide N into N/2, N/3, and N/4 to find the maximum sum

    • Compare the sum obtained by dividing N with the sum of N itself

    • Return the maximum sum for each test case

  • Answered by AI

Interview Preparation Tips

Eligibility criteriaAbove 7 CGPAMorgan Stanley interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 4 monthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more

Final outcome of the interviewRejected

Skills evaluated in this interview

HSBC Group HR Interview Questions

91 questions and answers

Q. What can you share about your current role and your approach to making sales pit ... read more
Q. Could you provide an overview of your past experiences and your understanding of ... read more
Q. If we offer you a position and you receive a counteroffer from your current orga ... read more

I appeared for an interview before Mar 2021.

Round 1 - Face to Face 

(3 Questions)

Round duration - 60 minutes
Round difficulty - Medium

Technical Interview round with questions based on DSA.

  • Q1. 

    Duplicate Integer in Array

    Given an array ARR of size N, containing each number between 1 and N-1 at least once, identify the single integer that appears twice.

    Input:

    The first line contains an integer...
  • Q2. 

    Sum Root to Leaf Numbers

    You are given an arbitrary binary tree consisting of N nodes, each associated with an integer value from 1 to 9. Each root-to-leaf path can be considered a number formed by concat...

  • Q3. 

    Topological Sort Problem Statement

    You are given a directed acyclic graph (DAG). Your task is to perform topological sorting of the graph and return any valid ordering.

    Explanation:

    A directed acyclic g...

Round 2 - Face to Face 

(3 Questions)

Round duration - 60 minutes
Round difficulty - Easy

Technical interview round with questions based on DSA.

  • Q1. 

    LCA of Binary Tree Problem Statement

    You are given a binary tree consisting of distinct integers and two nodes, X and Y. Your task is to find and return the Lowest Common Ancestor (LCA) of these two nodes...

  • Q2. 

    Rotated Array Minimum Finder

    You are provided with a sorted array that has undergone 'K' rotations (the exact value of 'K' is unknown). A rotation involves shifting each element of the array to the right,...

  • Q3. 

    Maximum Binary Tree Construction Problem

    Given an array TREE of 'N' unique integers, construct a maximum binary tree using the following rules:

    1. The root of this tree is the maximum number in TREE.
    2. T...
  • Ans. 

    Construct a maximum binary tree from an array of unique integers following specific rules.

    • Find the maximum number in the array to set as the root of the tree.

    • Recursively construct the left subtree with elements before the maximum number.

    • Recursively construct the right subtree with elements after the maximum number.

  • Answered by AI

Interview Preparation Tips

Eligibility criteriaAbove 7 CGPAMorgan Stanley interview preparation:Topics to prepare for the interview - Data Structures, Algorithms, System Design, Aptitude, OOPSTime required to prepare for the interview - 6 monthsInterview preparation tips for other job seekers

Tip 1 : Must do Previously asked Interview as well as Online Test Questions.
Tip 2 : Go through all the previous interview experiences from Codestudio and Leetcode.
Tip 3 : Do at-least 2 good projects and you must know every bit of them.

Application resume tips for other job seekers

Tip 1 : Have at-least 2 good projects explained in short with all important points covered.
Tip 2 : Every skill must be mentioned.
Tip 3 : Focus on skills, projects and experiences more.

Final outcome of the interviewRejected

Skills evaluated in this interview

Are these interview questions helpful?

Interview Preparation Tips

Round: Test
Experience: The test was for two and half hours where 1 hour was for general aptitude, 1 hr was for coding aptitude(either on java or C or C++as you choose) and 1/2 an hour for two coding questions.

Round: Technical Interview
Experience: In technical round they asked puzzles, aptitude questions and basic C coding. I was asked to write the code for two questions(one was on sort and search) and was asked the logic of two questions.They asked basics of linked lists, stacks, queues. Infact they were not very interested in the syntax and were pressing on the logic

General Tips: Being a non software branch students is not at all a problem. The company took 4 interns where 3 were from core branches. The fact that we had to work in JAVA and most of us didn't know JAVA, the company only looks for aptitude and ability to learn. So if you don't know anything, tell frankly that you don't know that part, rather than guessing. Be thorough with what you know and confidentially answer all the questions.
Also do not be tensed and take things lightly, if the interviewer is joking. Be candid.
Skill Tips: Learn basics of coding from books . Aptitude can be done from sites likes geeks for geeks, etc. The level of aptitude is not very high and infact the coding aptitude is also theoretical and does not involve in depth knowledge.
Skills:
College Name: NIT Surathkal

Interview Preparation Tips

Round: Test
Experience: Online Test (General aptitude, C aptitude ,Programming problems).

General Tips: Study basics of C and DSA well. Utilize the last summer vacations for studying for placements. Be confident and Honest.
Yes it is challenging and exhausting. It tests your patience. But final reward is also great so we must keep going toward it.
Skill Tips: Online coding sites such as Codechef, etc. Narasimha Karumanchi for data structures and algorithm will help in preparation.
Skills:
College Name: NIT Surathkal

I applied via Campus Placement

Interview Questionnaire 

2 Questions

  • Q1. How can a chemical Engineer help citi?
  • Ans. 

    A chemical engineer can help Citi by providing expertise in process optimization, risk management, and sustainability.

    • Optimizing Citi's manufacturing processes to reduce costs and increase efficiency

    • Developing risk management strategies to ensure compliance with environmental regulations

    • Implementing sustainable practices to reduce Citi's environmental impact

    • Providing technical expertise in chemical reactions and materi...

  • Answered by AI
  • Q2. He asked me about my JEE Rank, preparations

Interview Preparation Tips

Round: HR Interview
Experience: I had done many web and android apps. They asked me about my institute experience, things I have done here. It was an easy walk for me.

Skills: SQL, Java Programming
Duration: 2
College Name: IIT Madras

HSBC Group Interview FAQs

How to prepare for HSBC Group Hadoop Developer interview?
Go through your CV in detail and study all the technologies mentioned in your CV. Prepare at least two technologies or languages in depth if you are appearing for a technical interview at HSBC Group. The most common topics and skills that interviewers at HSBC Group expect are Anti Money Laundering, Big Data, Communication Skills, Compliance and Data Warehousing.
What are the top questions asked in HSBC Group Hadoop Developer interview?

Some of the top questions asked at the HSBC Group Hadoop Developer interview -

  1. How to ingest csv file to spark dataframe and write it to hive tab...read more
  2. What is the role of boundary query in sq...read more
  3. What is Managed table and External table in h...read more

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