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Quantium Analyst Interview Questions, Process, and Tips

Updated 29 Dec 2016

Top Quantium Analyst Interview Questions and Answers

Quantium Analyst Interview Experiences

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Analyst Interview Questions & Answers

user image VODELA RAKESH me12b157

posted on 28 Dec 2016

I was interviewed in Dec 2016.

Interview Questionnaire 

6 Questions

  • Q1. Write algorithm for swapping variables
  • Ans. 

    Algorithm for swapping variables

    • Use a temporary variable to store the value of one variable

    • Assign the value of the second variable to the first variable

    • Assign the value of the temporary variable to the second variable

  • Answered by AI
  • Q2. In shop, there are many types of soaps in a case, you have to remove one soap for giving space. how do you decide?
  • Q3. Gave data of sales of some product in a year with varying prices. explain the possible reasons.
  • Q4. Why are you interested in analytics?
  • Ans. 

    I am interested in analytics because it allows me to uncover insights, make data-driven decisions, and solve complex problems.

    • I enjoy working with data and finding patterns and trends.

    • Analytics helps me understand the underlying factors and drivers behind business performance.

    • It allows me to make informed decisions and recommendations based on data analysis.

    • Analytics can provide valuable insights that lead to improved ...

  • Answered by AI
  • Q5. What are your weakness and how you overcome them?
  • Ans. 

    My weakness is overthinking, but I overcome it by setting deadlines and seeking feedback.

    • I tend to overthink situations and decisions, which can lead to indecisiveness.

    • To overcome this, I set deadlines for myself to make decisions and take action.

    • I also seek feedback from colleagues or mentors to gain different perspectives and avoid getting stuck in my own thoughts.

  • Answered by AI
  • Q6. Who performed best in group activity?
  • Ans. 

    Sarah performed the best in the group activity.

    • Sarah demonstrated strong leadership skills by organizing and delegating tasks effectively.

    • She actively listened to others' ideas and incorporated them into the group's plan.

    • Sarah's attention to detail ensured that the group completed the activity accurately and efficiently.

  • Answered by AI

Interview Preparation Tips

Round: Test
Experience: Easy aptitude questions,
given data about olympic medals secured by various countries. correlate the number of medals with gdp and some other details of the countries
Duration: 1 hour
Total Questions: 20

Round: Group Activity
Experience: Gave a problem statement to group with four members with the characters of pirates of carribean. They asked to find a procedure to estimate the weight of pirate. Team has to present the solution after the activity. You will be judged during the activity as well as during the presentation.

Round: Technical Interview
Experience: they wanted to test whether you can create new algorithms.
how you analyse data.what criteria you choose for analysing?

Round: HR Interview
Experience: checks whether you are interested in analytics. how you perceive group members.

Skills: Analytical Skills
College Name: IIT Madras

Skills evaluated in this interview

Analyst Interview Questions & Answers

user image Anonymous

posted on 10 Dec 2016

I applied via Campus Placement and was interviewed in Dec 2016. There were 6 interview rounds.

Interview Questionnaire 

4 Questions

  • Q1. How do you predict sales of a predict given enough amount of data?
  • Ans. 

    Sales prediction can be made using machine learning algorithms and statistical models.

    • Collect and clean relevant data

    • Choose appropriate algorithm or model

    • Train the model using historical data

    • Validate the model using test data

    • Use the model to predict future sales

    • Continuously monitor and update the model

    • Examples: linear regression, decision trees, neural networks

  • Answered by AI
  • Q2. How do you choose best five variables and how do you present the solution?
  • Ans. 

    Choosing best five variables involves identifying key factors and using statistical methods to narrow down options.

    • Identify key factors that impact the outcome

    • Use statistical methods such as regression analysis or decision trees to narrow down options

    • Consider the relevance and significance of each variable

    • Present the solution with clear explanations and visual aids

    • Example: In a marketing campaign, variables such as age...

  • Answered by AI
  • Q3. What do you think analytics is?
  • Ans. 

    Analytics is the process of collecting, analyzing, and interpreting data to make informed decisions.

    • Analytics involves using statistical and mathematical methods to analyze data

    • It helps in identifying patterns, trends, and insights from data

    • Analytics can be used in various fields such as business, finance, healthcare, and sports

    • Examples of analytics tools include Excel, Tableau, and Python

    • Analytics can help in making d...

  • Answered by AI
  • Q4. Why do you prefer job in analytics profile?
  • Ans. 

    I prefer a job in analytics because I enjoy uncovering insights from data and using them to drive decision-making.

    • I have a strong passion for working with data and extracting valuable insights.

    • I enjoy the challenge of analyzing complex datasets and finding patterns or trends.

    • I believe that analytics can provide valuable information to help businesses make informed decisions.

    • I am skilled in using various analytical tool...

  • Answered by AI

Interview Preparation Tips

Round: Test
Experience: There are 3 parts in this test. Aptitude questions are really simple. You need to think hard for probability question and in the third section they asked us to write a solution to reduce Malpractice in exams
Tips: Solve Pariksha papers regularly. Practice some probability questions
Total Questions: 22

Round: Group Activity
Experience: We were given a case and they asked us to discuss the case for one hour. During the last fifteen minutes we were given a extension to the case and they asked us to present the solution for extension after fifteen minutes
Tips: Just express your opinions regularly. Give importance to others perspectives also. If you think that your perspective is correct try to convince others. Present the solution in a detailed manner.

Round: Technical Interview
Experience: They just asked some questions related to Machine Learning.
Tips: Do some online courses like IDA, Machine Learning. Learn some skills regarding analytics by taking some free electives. Try to do atleast one project related to analytics.

Round: HR Interview
Experience: They gave some situations and asked how do yo react in such a situation.
Tips: Get to know about Quantium before you attend interview. They will give a lot of valuable information in placement talk. So, dont miss that talk

Skills: Analytics And Coding, Basics Of Machine Learning
College Name: IIT Madras

Skills evaluated in this interview

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Interview Questionnaire 

2 Questions

  • Q1. Why should the company choose you ?
  • Ans. 

    I have the necessary skills, experience, and passion to contribute to the company's growth and success.

    • I have a proven track record of achieving targets and delivering results.

    • I possess excellent communication and interpersonal skills, which enable me to work effectively with colleagues and clients.

    • I am a quick learner and can adapt to new technologies and processes easily.

    • I am passionate about my work and always striv...

  • Answered by AI
  • Q2. How are you suitable to the company?
  • Ans. 

    I have the necessary skills, experience, and passion to contribute to the company's growth and success.

    • I have relevant experience in the industry

    • I possess the required skills and knowledge for the job

    • I am a quick learner and can adapt to new situations easily

    • I am passionate about the company's mission and values

    • I am a team player and can work collaboratively with others

  • Answered by AI

Interview Preparation Tips

Round: Test
Experience: Though the paper was easy you have to score very high marks to qualify for the next round.
Duration: 30 minutes
Total Questions: 25

Round: Group Discussion
Experience: The GD round consisted of current affair topics. Since topics like these are very popular and everybody likes to talk about them, it is important that you start the topic so as to have a good hold over the group. If not just try and give a direction to the group with valid points so as to become noticeable. Do conclude the discussion.

Round: Interview
Experience: The interview was basically resume based. They asked me about my projects in the domain of finance and were quite impressed by it. They wanted me to discuss all my academic and internship projects in detail. The interview lasted for 30 minutes approximately.They also inquired briefly about me. They also asked me questions about my technical projects though it didn't have anything to do with the profile offered. Their main aim was to know whether I performed well in the tasks assigned to me even if they did not interest me.
Tips: Try not to mention anything about MBA if any one of you is planning to go for it.

College Name: IIT ROORKEE

Analyst Interview Questions & Answers

C5i user image Anonymous

posted on 22 Jan 2015

Interview Questionnaire 

3 Questions

  • Q1. Telephonic Interview
  • Q2. Present scenario of Indian cricket team and using stochastic to eliminate the worst and preserve the best
  • Ans. 

    Using stochastic to analyze Indian cricket team's current scenario and eliminate worst while preserving best.

    • Stochastic analysis can help identify the strengths and weaknesses of individual players and the team as a whole

    • It can also help in predicting the outcome of future matches based on past performance

    • Eliminating the worst performers and preserving the best can help improve the team's overall performance

    • For example...

  • Answered by AI
  • Q3. General HR Questions

Interview Preparation Tips

Round: Test
Experience: It was purely a quant based paper. I feel a freshie can crack it better than any other, provided their fresh math skills out of iit preparation.

Round: Interview
Experience: General questions.

Round: Interview
Experience: It was handled in the telephonic interview and the topic is too good.

Round: Interview
Experience: The last round of interview was again a telephonic based, where in hardcore HR questions were tested for your convincing skills which will definitely put you on the winning side.

General Tips: Just case studies grilling over with your friends should give you enough confidence to crack any non core company.

Confidence and body language in the interview. It depends on your resume too, but mostly on the time of the interview that will decide your fate in the selection process.
Skills: Confidence , Body language in interview
College Name: IIT MADRAS
Motivation: They were looking for the position of an analyst, and looking at my profile, I had done some high funda statistical modeling, which I think was the reason i got placed in that company.

I was interviewed before May 2016.

Interview Questionnaire 

4 Questions

  • Q1. Tell us about yourself
  • Ans. 

    I am a dedicated and detail-oriented analyst with a strong background in data analysis and problem-solving.

    • I have a Bachelor's degree in Statistics and experience working with large datasets

    • Proficient in statistical software such as R and Python

    • Skilled in identifying trends and patterns to provide actionable insights

    • Strong communication skills to present findings to stakeholders

  • Answered by AI
  • Q2. Why did your CGPA decrease consistently after you 1st year?
  • Ans. 

    My CGPA decreased consistently after my 1st year due to various factors.

    • I faced challenges in adjusting to the new academic environment in my first year.

    • I had to balance my studies with extracurricular activities and part-time jobs.

    • I struggled with certain subjects or courses that were more challenging for me.

    • I may have experienced personal or health issues that affected my academic performance.

    • I learned from my mistak...

  • Answered by AI
  • Q3. What do you know about us?
  • Ans. 

    The company is a leading financial services firm specializing in investment analysis and research.

    • Specializes in investment analysis and research

    • Considered a leader in the financial services industry

    • Known for providing high-quality financial advice and recommendations

  • Answered by AI
  • Q4. You mentioned that you have interest in cricket. Can you name at least 3 cricketers from the 70s?
  • Ans. 

    Some cricketers from the 70s include Sunil Gavaskar, Dennis Lillee, and Clive Lloyd.

    • Sunil Gavaskar was a legendary Indian batsman known for his technique and consistency.

    • Dennis Lillee was a fearsome Australian fast bowler who dominated the cricketing world in the 70s.

    • Clive Lloyd was a West Indian cricketer who captained the team to two consecutive World Cup victories in 1975 and 1979.

  • Answered by AI

Interview Preparation Tips

Round: Test
Duration: 1 hour 30 minutes

Round: Group Discussion
Experience: Fortunately I had a general idea about this topic and had some ideas and examples in mind to support my case. Though, that wasn't the case with everyone else.
Tips: Read Quora answers and be aware of current affairs
Duration: 15 minutes

College Name: Manipal Institute Of Technology, Manipal

Analyst Interview Questions & Answers

Mu Sigma user image Nimish Bajaj

posted on 7 May 2017

I was interviewed in Sep 2016.

Interview Questionnaire 

1 Question

  • Q1. About internships About projects Use cases Puzzels About your personality

Interview Preparation Tips

Round: Test
Experience: Only 70 filtered through this round out of 500
Tips: Prepare using any CAT book
Duration: 1 hour
Total Questions: 60

Round: Group Activity
Experience: 10 people were called together for this round, 2 or 3 people were selected
Tips: It is a GA
Don't keep a firm stand
Agree with others, have respect
Try to conclude well
Show team work skills

Round: Technical + HR Interview
Experience: Very long and detailed Interview
Tips: Just be honest, the guy taking your interview is leaps and bounds smarter than you

Skills: Analytical, Communication, Team Player
College Name: MSIT GGSIPU

I applied via Naukri.com and was interviewed in Dec 2019. There were 4 interview rounds.

Interview Questionnaire 

3 Questions

  • Q1. About previous job role
  • Q2. Guesstimates & Puzzles
  • Q3. Case Studies

Interview Preparation Tips

Interview preparation tips for other job seekers - keep answering even when you don’t know the right answer, just keep going.

Interview Questionnaire 

23 Questions

  • Q1. Walk me through your resume
  • Ans. 

    I have experience in marketing and sales, with a focus on digital marketing and customer acquisition.

    • Worked as a marketing intern at XYZ company, where I helped develop and execute social media campaigns

    • Managed email marketing campaigns for ABC company, resulting in a 20% increase in open rates

    • Led a team of sales representatives at DEF company, achieving a 15% increase in revenue

    • Developed and implemented a customer acq...

  • Answered by AI
  • Q2. What did you learn in your conference at Harvard University?
  • Ans. 

    I learned about the latest trends in AI and machine learning.

    • Discussed the impact of AI on various industries

    • Explored the ethical implications of AI

    • Learned about new techniques in machine learning

    • Attended workshops on natural language processing and computer vision

  • Answered by AI
  • Q3. If you were travelling so much, how did you maintain a CGPA of 8?
  • Ans. 

    Maintained CGPA of 8 by managing time efficiently and prioritizing studies.

    • Managed time efficiently

    • Prioritized studies over leisure activities

    • Utilized travel time for studying

    • Maintained a study schedule

    • Sought help from professors and peers when needed

  • Answered by AI
  • Q4. Mumbai or Bangalore (2 job locations in the offer). I said Bangalore, she was surprised as I stay in Nagpur. Asked me why?
  • Q5. What is your weakness?
  • Ans. 

    I tend to overthink and get anxious about small details.

    • I have a tendency to overanalyze situations

    • I sometimes struggle with decision-making

    • I am working on improving my time management skills

    • For example, I may spend too much time perfecting a project and not enough time on other tasks

  • Answered by AI
  • Q6. Give me a situation where you handled a problem effectively?
  • Ans. 

    Handled a customer complaint about a delayed delivery

    • Listened to the customer's concerns and apologized for the inconvenience

    • Investigated the issue and found out that the delivery was delayed due to unforeseen circumstances

    • Offered a discount on the next purchase as a gesture of goodwill

    • Followed up with the customer to ensure their satisfaction

  • Answered by AI
  • Q7. Why do you not want to go in core Metallurgy (my Btech majors)?
  • Q8. Women in India do not get what they deserve. Do you agree?
  • Ans. 

    Disagree. Women in India have made significant progress in various fields.

    • Women in India have excelled in fields like politics, sports, entertainment, and education.

    • The government has implemented various schemes and policies to empower women.

    • However, there are still issues like gender-based violence and discrimination that need to be addressed.

    • Efforts are being made to increase women's participation in the workforce an

  • Answered by AI
  • Q9. Tell me about both
  • Ans. 

    The question is unclear. Please provide more context.

    • Please provide more information about what you are asking for.

    • Without additional context, it is difficult to provide a meaningful answer.

    • Can you please clarify the question?

    • I am unable to answer the question without more information.

  • Answered by AI
  • Q10. What are the evidences?
  • Ans. 

    The evidences refer to the proof or supporting facts that validate a claim or argument.

    • Evidences can be in the form of data, statistics, research studies, expert opinions, eyewitness accounts, etc.

    • For example, in a court case, evidences can include DNA samples, fingerprints, and witness testimonies.

    • In scientific research, evidences can include experimental data, peer-reviewed studies, and expert analysis.

    • In journalism,...

  • Answered by AI
  • Q11. Okay what are your hobbies?
  • Ans. 

    I enjoy reading, hiking, and playing board games.

    • Reading: I love getting lost in a good book, especially science fiction and fantasy.

    • Hiking: I enjoy exploring new trails and being out in nature.

    • Board games: I like playing strategy games with friends and family, such as Settlers of Catan and Ticket to Ride.

  • Answered by AI
  • Q12. What genre of books?
  • Ans. 

    I enjoy reading a variety of genres, including mystery, science fiction, and historical fiction.

    • Mystery

    • Science fiction

    • Historical fiction

  • Answered by AI
  • Q13. What was the last book you read? What do you think of it?
  • Ans. 

    The last book I read was 'The Alchemist' by Paulo Coelho. It's a beautiful story about following your dreams.

    • The book is a fictional story about a shepherd boy named Santiago who embarks on a journey to fulfill his personal legend

    • The author uses simple language and metaphors to convey deep philosophical ideas about life and purpose

    • The book has sold over 65 million copies worldwide and has been translated into 80 langua...

  • Answered by AI
  • Q14. What is one learning from it?
  • Ans. 

    One learning from what?

    • Please provide context or specify what 'it' refers to

    • Without context, it is impossible to provide a meaningful answer

  • Answered by AI
  • Q15. What is truth? Like the one you have been taught or the one you learn yourself like your parents teach you to not cut nails at night etc ot go to the temple?
  • Ans. 

    Truth is subjective and can be influenced by personal experiences and cultural beliefs.

    • Truth is not always objective or universal

    • It can be shaped by personal experiences and cultural beliefs

    • What is considered true in one culture may not be true in another

    • Truth can also change over time as new information is discovered

    • For example, the belief that the earth was flat was once considered true, but is now known to be false

  • Answered by AI
  • Q16. So why should we visit temples?
  • Ans. 

    Visiting temples can provide spiritual and cultural experiences, as well as a sense of community and peace.

    • Temples offer a space for prayer and meditation

    • They can provide a sense of community and belonging

    • Visiting temples can offer cultural and historical insights

    • Many temples have beautiful architecture and artwork

    • Temples can provide a peaceful and calming environment

    • Some people believe that visiting temples can bring

  • Answered by AI
  • Q17. Why fractal?
  • Ans. 

    Fractals offer a unique way to understand complex patterns and structures in nature and mathematics.

    • Fractals can be found in natural phenomena such as snowflakes, coastlines, and ferns.

    • They have practical applications in computer graphics, data compression, and cryptography.

    • Fractal geometry provides a new perspective on understanding the behavior of complex systems.

    • Fractals have been used to model the growth of tumors ...

  • Answered by AI
  • Q18. What was your internship in IIM A about?
  • Ans. 

    My internship at IIM A was focused on market research and analysis for a new product launch.

    • Conducted primary and secondary research to identify market trends and consumer preferences

    • Analyzed data using statistical tools and presented findings to senior management

    • Assisted in developing marketing strategies and creating promotional materials

    • Collaborated with cross-functional teams to ensure successful product launch

    • Gain...

  • Answered by AI
  • Q19. Okay. How many people attended StanChart Mumbai Marathon?
  • Ans. 

    The number of attendees at StanChart Mumbai Marathon is not available.

    • Data on the number of attendees is not available.

    • The organizers have not released any official figures.

    • It is unclear how many people participated in the marathon.

  • Answered by AI
  • Q20. The puzzle of 2 cans of 3Litre and 5 litre used to measure other values (very common one)
  • Q21. I have 5 other BTech metallurgy graduates, why should I hire you?
  • Ans. 

    I bring a unique combination of skills and experience to the table.

    • My experience in internships and projects sets me apart from my peers.

    • I have a strong understanding of the latest industry trends and technologies.

    • My ability to work well in a team and communicate effectively makes me a valuable asset.

    • I am passionate about metallurgy and am always eager to learn and improve.

    • My dedication and work ethic are unmatched.

  • Answered by AI
  • Q22. You mean they will disappoint my efforts?
  • Ans. 

    It depends on the situation and the people involved.

    • It's possible that they may not appreciate or recognize your efforts.

    • It's also possible that they may have different expectations or priorities.

    • Communication and understanding are key to avoiding disappointment.

    • Examples: a boss who doesn't acknowledge your hard work, a friend who doesn't show up to your event.

  • Answered by AI
  • Q23. Do not try to safe guard your friends (humorously)

Interview Preparation Tips

Round: Test
Experience: The test was of easy to moderate difficulty level. There was no negative marking hence choosing the questions to maximize score was the best way. It was a speed based test and a few questions in each section were put to break your speed in the form of calculation based questions or slightly difficult ones. Decent preparation for CAT etc is more than sufficient. Verbal was very easy, quants and reasoning were moderate. I always thought that quants was my weakness, but this test was easier than expected.
Tips: 1) Choose questions in each section wisely because there is no negative marking. Leave the ones you think are time consuming and fill it at the last.
2) Make sure you allot equal time to all sections or if you have one section as your strength do it first. There can be chances of sectional cut off, I am not sure
3) Maximize your score by keeping your speed maintained
4) A decent preparation for CAT is more than enough. Verbal has 1 or 2 RCs which are very easy.
Duration: 60 minutes
Total Questions: 60

Round: Technical Interview
Experience: The first round was pretty easy I thought because the interviewer was pretty relaxed and was just trying to get to know me. She asked questions about every point in my resume. I could feel that you are the one who drive your interview the way you want to from the first question.
Tips: 1) PLEASE be HONEST with your resume. They will ask you about each and every point. They asked about EVERY internship I did, every conference, everything. So be honest and well versed with what you mention in your resume.

2) Do not get laid back if the interviewer is a little relaxed. The ones who did in my time, did not get shortlisted for next round.

3) Be aware of your answers, you can drive your own interview.

Round: Puzzle Interview
Experience: Ans 1 - Case studies on sports leagues in India - Indian Badminton League, Hockey India League and Standard Chartered Mumbai Marathon
Ans 2 - Guessestimate question. Gave a reason for answer, it was not even close for the first time because I could not estimate population of Marine Drive (venue of marathon) near to real value but my algorithm was correct, hence he moved to next question.
Ans 4 - I will not disappont the efforts put in me, I am sincere and passionate about my work.
Ans 5 - No I do not mean that.
Ans 6 - I would act as an asset for the company who would help in building other assets by helping and working together with my peers in Fractal

Tips: 1) Make sure you keep explaining your method at each step, this way even if values are wrong, they are interested in method.

2) Dont panic, you can ask them to give you 2 3 minutes to think

3) Be honest. Have presence of mind, understand when he is not happy with your response

4) The interviewer was continuously roaming around the room trying to distract me. So be focussed.

Round: HR Interview
Experience: Ans 1 - Do you intend to ask about their rights from society or freedom from home?
Ans 2 - According to me the societal restrictions are forced, but the family restrictions might be justified because I asked my father and he gave evidences from Vedas which was logical.
Ans 3 - Told her the facts
Ans 4 - Travelling, meeting new people and reading books
Ans 5 - both fiction and non fiction. Named a few titles and authors
Ans 6 - My Experiments with Truth - MK Gandhi, Like most of my peers, I made a negative conclusion about MK Gandhi.
Ans 7 - That truth must always prevail but it doesnt define truth.
Ans 8 - Ma'am, what we are taught and what we grow up with is our paradigm. Truth is what we accept after observing everything. For example I was curious why we should visit the temple and I researched about it, read a few texts and forme dmy opinion this i smy truth so it can be subjective.
Ans 9 - Gave the reason
Ans 10 - I think Fractal works on the same principle as I do that there should be a balance between everything in life. My seniors at fractal have talked extremely well about the work life balance and as you would see my profile is also a balance between sports, extra curriculars and academics

Tips: 1) I was confident and aware about what I was saying.
2) I gave openings for her to ask the next question like define truth, why temples etc.
3) Be honest and tell them waht you think. This round is just to check if you fit in their work culture or not.

General Tips: 2 things are very important for fractal -
1 - stay calm
2 - be honest. they can see through it.

Read about Fractal properly, use it in your answers. HR round will have one question - Do ask at least one question
Skill Tips: Make sure your resume is one page long only and is COMPLETELY TRUE.
Skills: Ability To Cope Up With Stress, Guesstimate Skills, Ability To Deal Diplomatically, Ability To Convince, Hone
College Name: NIT Nagpur
Motivation: It was an analyst job and the company has a very good work life culture.
Funny Moments: When in 1st round I was asked any difficult situation you handled, I told about my visit to Japan and how I did a presentation there in Class 10, my interviewer then began to tell me about her visit to Japan and how good Japanese people are
Also in last round, we had a healthy long discussion about what is truth, why women are denied a few things etc/ All HR interviews were 10 minutes long with normal questions like hobbies and general stuff but mine went on for 40 minutes and I did not even mind it.

I applied via Referral and was interviewed before Jul 2020. There were 4 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. SQL joins,group by ,window functions ,difference between where and having syntax and python manipulation questions such as subsetting ,aggregation ,pivot ,group by .Guesstimate to find total number of traf...

Interview Preparation Tips

Interview preparation tips for other job seekers - Be strong in SQL , PYthon/R and equally good in guesstimate questions

I was interviewed in Feb 2021.

Interview Questionnaire 

1 Question

  • Q1. Project, thesis, sql joins, rank function, palindrome.

Interview Preparation Tips

Interview preparation tips for other job seekers - Keep calm and confident. Prepare your cv.
Good projects help.
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