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HSBC Group Data Engineer Interview Questions, Process, and Tips for Freshers

Updated 31 Aug 2024

Top HSBC Group Data Engineer Interview Questions and Answers for Freshers

HSBC Group Data Engineer Interview Experiences for Freshers

3 interviews found

Interview experience
4
Good
Difficulty level
Hard
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Walk-in and was interviewed in Apr 2024. There were 3 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. What is lazy evaluation in spark.
  • Ans. 

    Lazy evaluation in Spark delays the execution of transformations until an action is called.

    • Lazy evaluation allows Spark to optimize the execution plan by combining multiple transformations into a single stage.

    • Transformations are not executed immediately, but are stored as a directed acyclic graph (DAG) of operations.

    • Actions trigger the execution of the DAG and produce results.

    • Example: map() and filter() are transformat...

  • Answered by AI
  • Q2. What is mapreduce
  • Ans. 

    MapReduce is a programming model and processing technique for parallel and distributed computing.

    • MapReduce is used to process large datasets in parallel across a distributed cluster of computers.

    • It consists of two main functions - Map function for processing key/value pairs and Reduce function for aggregating the results.

    • Popularly used in big data processing frameworks like Hadoop for tasks like data sorting, searching...

  • Answered by AI
Round 2 - One-on-one 

(1 Question)

  • Q1. What is skewness and skewd tables
  • Ans. 

    Skewness is a measure of asymmetry in a distribution. Skewed tables are tables with imbalanced data distribution.

    • Skewness is a statistical measure that describes the asymmetry of the data distribution around the mean.

    • Positive skewness indicates a longer tail on the right side of the distribution, while negative skewness indicates a longer tail on the left side.

    • Skewed tables in data engineering refer to tables with imba...

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

(1 Question)

  • Q1. What is spark and explain working
  • Ans. 

    Spark is a distributed computing framework designed for big data processing.

    • Spark is built around the concept of Resilient Distributed Datasets (RDDs) which allow for fault-tolerant parallel processing of data.

    • It provides high-level APIs in Java, Scala, Python, and R for ease of use.

    • Spark can run on top of Hadoop, Mesos, Kubernetes, or in standalone mode.

    • It includes modules for SQL, streaming, machine learning, and gra...

  • Answered by AI

Interview Preparation Tips

Topics to prepare for HSBC Group Data Engineer interview:
  • Big Data

Skills evaluated in this interview

Data Engineer Interview Questions & Answers

user image Anonymous

posted on 31 Aug 2024

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

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

Round 1 - Aptitude Test 

English, aptitude test, reasoning

Interview Preparation Tips

Interview preparation tips for other job seekers - I was very good interview process

Data Engineer Interview Questions Asked at Other Companies for Fresher

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Q1. If you want very less latency - which is better standalone or cli ... read more
asked in LTIMindtree
Q2. When a spark job is submitted, what happens at backend. Explain t ... read more
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Data Engineer Interview Questions & Answers

user image Anonymous

posted on 29 Feb 2024

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

I applied via Recruitment Consulltant and was interviewed before Feb 2023. There were 3 interview rounds.

Round 1 - Aptitude Test 

Was based on behaviour and cognitive interview round

Round 2 - One-on-one 

(2 Questions)

  • Q1. Pure technical round based on your skills
  • Q2. SQL basic and detailed level interview like Joins, Index, performance tunning, Partition etc
Round 3 - HR 

(1 Question)

  • Q1. Asked to Fill the Form ad basic details and Current and Expected CTC

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare well for your relevant skillset.

Interview questions from similar companies

I applied via LinkedIn and was interviewed in Feb 2021. There was 1 interview round.

Interview Questionnaire 

2 Questions

  • Q1. - Data Structures and Algo - Core Python specific questions
  • Q2. - Design a Cache and some design based questions

Interview Preparation Tips

Interview preparation tips for other job seekers - I actually attended a Weekend drive. So in the 1st round almost related to 2/3 DS Algo questions.
2nd round was related to design small cache and little bit on python questions.
3rd round was managerial and some basic technical questions.

I applied via Recruitment Consultant and was interviewed in Oct 2020. There were 4 interview rounds.

Interview Questionnaire 

3 Questions

  • Q1. I was mostly asked about the process. First round was technical, mostly on Java
  • Q2. JVM Architecture, Java 9 new feature, collection framework, hibernate
  • Q3. 2nd round was mostly on tools and processes.

Interview Preparation Tips

Interview preparation tips for other job seekers - Always come prepare with whatever you have mentioned in your resume, if you talking about any tools, you should have end to end knowledge on that, you can't say I used Jenkins and then while answering, you would say I don't know how to create a job or pipeline. That kind of answer is not acceptable.

Interview Questionnaire 

1 Question

  • Q1. 1)Questions were asked related to Oracle plsql langauge and 2) Performance tuning and about 3) my data science master program,and like 4)my most challenging task ever I faced in my carrier.

I applied via Recruitment Consulltant and was interviewed before Mar 2021. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Java and OOPS Associated Questions
  • Q2. Spring and Basic Programming Like Sort, Searching

Interview Preparation Tips

Interview preparation tips for other job seekers - Don't bother to give interviews it's not a good place to work for.

Interview Questionnaire 

1 Question

  • Q1. Questions on angular framework,.net core , dependency injection,legacy .net, session management , agile ceremonies.

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..

I appeared for an interview in Oct 2016.

Interview Questionnaire 

4 Questions

  • Q1. Select any five companies you would invest in and why given the required metrics.
  • Ans. 

    I cannot provide investment advice, but here are five companies that have shown strong financial performance in recent years.

    • Apple - consistently high revenue and profit margins

    • Amazon - dominant player in e-commerce and cloud computing

    • Microsoft - strong growth in cloud computing and enterprise software

    • Alphabet (Google) - diversified revenue streams and strong advertising business

    • Visa - dominant player in the payments i

  • Answered by AI
  • Q2. Questions based on case study.
  • Q3. Detailed discussions on the indian economy?
  • Q4. Brexit vote and how it would effect the indian economy?
  • Ans. 

    The Brexit vote could have both positive and negative effects on the Indian economy.

    • Positive effects: Increased trade opportunities with the UK, potential for attracting foreign investments from companies relocating from the UK.

    • Negative effects: Uncertainty in global markets leading to volatility in exchange rates, potential decline in exports to the UK.

    • Example: Indian IT companies may face challenges due to stricter i...

  • Answered by AI

Interview Preparation Tips

Round: Case Study Interview
Experience: We were first taught the basics of operations involved in working with an investment bank. Based on the workshop we were given a case study with a list of companies to select the one's which are potencial candidates for investments. We were all divided into groups of 5 students.

Round: Test
Experience: The test was basic. Economical aptitude requires prior knowledge of economics concepts. The review topicwas GST bill.
Duration: 1 hour
Total Questions: 41

Round: Stress Interview
Tips: It is important to be aware about the current events and economies.

Skills: Economic Affairs, Financial Economics, Knowledge On Current Affairs
College Name: Thapar University, Patiala

HSBC Group Interview FAQs

How many rounds are there in HSBC Group Data Engineer interview for freshers?
HSBC Group interview process for freshers usually has 2-3 rounds. The most common rounds in the HSBC Group interview process for freshers are One-on-one Round, Aptitude Test and HR.
How to prepare for HSBC Group Data Engineer interview for freshers?
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 Automation Testing, CCTV Monitoring, Clinical Data Management, Data Quality and Datastage.
What are the top questions asked in HSBC Group Data Engineer interview for freshers?

Some of the top questions asked at the HSBC Group Data Engineer interview for freshers -

  1. What is lazy evaluation in spa...read more
  2. What is skewness and skewd tab...read more
  3. What is spark and explain work...read more

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HSBC Group Data Engineer Interview Process for Freshers

based on 3 interviews

Interview experience

4.3
  
Good
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HSBC Group Data Engineer Salary
based on 67 salaries
₹5.1 L/yr - ₹19 L/yr
10% more than the average Data Engineer Salary in India
View more details

HSBC Group Data Engineer Reviews and Ratings

based on 8 reviews

2.7/5

Rating in categories

2.0

Skill development

3.3

Work-life balance

1.9

Salary

3.5

Job security

2.8

Company culture

1.9

Promotions

2.0

Work satisfaction

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