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Leap Finance Data Associate Interview Questions and Answers

Updated 12 Feb 2024

Leap Finance Data Associate Interview Experiences

1 interview found

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

I applied via Referral and was interviewed before Feb 2023. There was 1 interview round.

Round 1 - One-on-one 

(4 Questions)

  • Q1. Tell us about yourself
  • Q2. What were the best and worst life time experiences of yours
  • Q3. Do you know about the company?
  • Q4. Do you know the JD?

Interview Preparation Tips

Interview preparation tips for other job seekers - Just be yourself.

Interview questions from similar companies

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - HR 

(1 Question)

  • Q1. Tell me about your self
Interview experience
4
Good
Difficulty level
Easy
Process Duration
More than 8 weeks
Result
Selected Selected

I applied via Company Website and was interviewed before Feb 2023. There was 1 interview round.

Round 1 - One-on-one 

(1 Question)

  • Q1. Question on bond markets
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
-
Result
No response

I applied via Referral

Round 1 - Aptitude Test 

30 minutes Aptitude test

Round 2 - Coding Test 

1 Hour 30 minutes on SQL screening test

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - HR 

(1 Question)

  • Q1. Tell me about your self
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. What is K means
  • Ans. 

    K-means is a popular clustering algorithm used to partition data points into K clusters based on similarity.

    • K-means aims to minimize the sum of squared distances between data points and their respective cluster centroids.

    • It requires the number of clusters (K) to be specified in advance.

    • The algorithm iteratively assigns data points to the nearest cluster centroid and updates the centroids until convergence.

    • K-means is se...

  • Answered by AI
  • Q2. Type 1 and Type 2 error

Skills evaluated in this interview

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

I applied via Approached by Company and was interviewed in Mar 2023. There were 3 interview rounds.

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Keep your resume crisp and to the point. A recruiter looks at your resume for an average of 6 seconds, make sure to leave the best impression.
View all tips
Round 2 - Assignment 

Develop an ML solution from the given problem statement and data.

Round 3 - Technical 

(3 Questions)

  • Q1. Discussion on your assignment and previous work.
  • Q2. Why did you choose the model?
  • Q3. Explain how GBM works
  • Ans. 

    GBM is a machine learning algorithm that builds multiple decision trees to predict outcomes and combines them to improve accuracy.

    • GBM stands for Gradient Boosting Machine

    • It builds multiple decision trees sequentially, each one correcting errors made by the previous tree

    • The final prediction is a combination of predictions from all the trees

    • GBM is an ensemble learning technique that is popular for its high accuracy and f

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Writing professional code can improve your chances. You should choose the python best practices and use efficient algorithm. Rather than creating notebooks, try creating a module resembling a DS pipeline for your solution. Add tests for the functions included, cover majority of data issue checks like overcoating, data leakage etc.

Skills evaluated in this interview

I applied via LinkedIn and was interviewed in Aug 2022. There were 5 interview rounds.

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Don’t add your photo or details such as gender, age, and address in your resume. These details do not add any value.
View all tips
Round 2 - One-on-one 

(1 Question)

  • Q1. General resume based question. Interviewer asked me to explain one of the past project and asked some questions based on that
Round 3 - Assignment 

It was the assignment including the data science problem and SQL questions for one of the datetime table. Assignment was for 3 hours and had to complete some mandatory questions from data science assignment.

Round 4 - Technical 

(1 Question)

  • Q1. It was a technical + data science case study round. Interviewer asked me some technical questions based on machine learning and gave me one case study.
Round 5 - Behavioral 

(1 Question)

  • Q1. Interviewer asked me some general behavioural questions and also gave me one case study to solve.

Interview Preparation Tips

Interview preparation tips for other job seekers - In experienced candidate interviewer try to check the thought process and analytical thinking of the candidate. So make sure you prepare well for the case studies along with the technical knowledge.
Interview experience
4
Good
Difficulty level
Easy
Process Duration
More than 8 weeks
Result
Selected Selected

I applied via Company Website and was interviewed before Feb 2023. There was 1 interview round.

Round 1 - One-on-one 

(1 Question)

  • Q1. Question on bond markets

Leap Finance Interview FAQs

How many rounds are there in Leap Finance Data Associate interview?
Leap Finance interview process usually has 1 rounds. The most common rounds in the Leap Finance interview process are One-on-one Round.

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