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Bharat Financial Inclusion Data Scientist Interview Questions, Process, and Tips for Experienced

Updated 6 Sep 2021

Bharat Financial Inclusion Data Scientist Interview Experiences for Experienced

1 interview found

I applied via Recruitment Consultant and was interviewed in Mar 2021. There were 4 interview rounds.

Interview Questionnaire 

4 Questions

  • Q1. How familar with python,SQL,and ml models
  • Ans. 

    I am very familiar with Python, SQL, and ML models.

    • I have extensive experience using Python for data analysis and machine learning tasks.

    • I am proficient in writing SQL queries to extract data from databases.

    • I have worked with a variety of ML models, including regression, classification, and clustering.

    • I am familiar with popular ML libraries such as scikit-learn, TensorFlow, and Keras.

    • I have experience with data preproc...

  • Answered by AI
  • Q2. Ml Classification models including type of metrics
  • Ans. 

    ML classification models use various metrics to evaluate performance.

    • Common metrics include accuracy, precision, recall, F1 score, and AUC-ROC.

    • Accuracy measures the proportion of correct predictions.

    • Precision measures the proportion of true positives among all positive predictions.

    • Recall measures the proportion of true positives among all actual positives.

    • F1 score is the harmonic mean of precision and recall.

    • AUC-ROC me...

  • Answered by AI
  • Q3. How you handle data when outliers are in data
  • Ans. 

    Outliers can significantly impact analysis. It's important to identify and handle them appropriately.

    • Visualize the data to identify outliers

    • Consider the source of the outliers and whether they are valid data points

    • Remove outliers if they are invalid or use robust statistical methods that are less sensitive to outliers

    • Document any handling of outliers in the analysis report

  • Answered by AI
  • Q4. What Type of statistics used In earlier organization to analyse and build models
  • Ans. 

    The organization used descriptive and inferential statistics to analyze and build models.

    • Descriptive statistics were used to summarize and describe the data, such as mean, median, and standard deviation.

    • Inferential statistics were used to make predictions and draw conclusions about the population based on the sample data, such as hypothesis testing and regression analysis.

    • The organization may have also used time series...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Through with all statistics knowledge and model algorithms

Skills evaluated in this interview

Interview questions from similar companies

Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-

I was interviewed in Jan 2024.

Round 1 - Technical 

(1 Question)

  • Q1. Machine learning questions
Round 2 - Assignment 

Project Discussion on Eye flue detection

Interview Preparation Tips

Interview preparation tips for other job seekers - Clear basic concepts of ml ops
Interview experience
4
Good
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Walk-in and was interviewed in Oct 2023. There was 1 interview round.

Round 1 - One-on-one 

(3 Questions)

  • Q1. Tell me abt yourself and communication skills
  • Q2. Tell me abt yourself and communication skills and positive approach
  • Q3. Should answer it honestly and communication Skills should be professional and should handle any roles given by organisation
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - HR 

(2 Questions)

  • Q1. About yourself?
  • Q2. Future ambition and expectations?
Round 2 - Group Discussion 

Recent Topics oriented with Market, Business, Finance and budgets

Round 3 - One-on-one 

(2 Questions)

  • Q1. Knowledge about core skills
  • Q2. How you are flexible with time and travel.
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

Sort an array in place.

Round 2 - Technical 

(5 Questions)

  • Q1. What is dbms explain in its importance
  • Ans. 

    DBMS stands for Database Management System. It is a software that manages databases and allows users to interact with them.

    • DBMS helps in organizing and storing data efficiently.

    • It provides data security by controlling access to the database.

    • DBMS allows for data consistency and integrity through features like transactions and constraints.

    • It enables data sharing and collaboration among multiple users.

    • Examples of popular ...

  • Answered by AI
  • Q2. What is computer networking
  • Ans. 

    Computer networking is the practice of connecting computers and other devices to share resources and information.

    • Computer networking involves the use of hardware (such as routers, switches, and cables) and software (such as protocols and operating systems).

    • It allows devices to communicate with each other, share data, and access resources like printers and internet connections.

    • Examples of computer networking technologie...

  • Answered by AI
  • Q3. Whant is tcp explainin breif?
  • Ans. 

    TCP (Transmission Control Protocol) is a communication protocol that ensures reliable and ordered delivery of data packets over a network.

    • TCP is a connection-oriented protocol

    • It provides error-checking and data integrity

    • TCP uses a three-way handshake for connection establishment

    • Examples of applications that use TCP include web browsing, email, and file transfer

  • Answered by AI
  • Q4. What is probablit?
  • Ans. 

    Probability is a measure of the likelihood that an event will occur.

    • Probability ranges from 0 (impossible) to 1 (certain)

    • It is often calculated by dividing the number of favorable outcomes by the total number of possible outcomes

    • Example: The probability of rolling a 6 on a fair six-sided die is 1/6 or approximately 0.167

  • Answered by AI
  • Q5. What is the use of tcp
  • Ans. 

    TCP (Transmission Control Protocol) is a communication protocol that ensures reliable and ordered delivery of data packets over a network.

    • TCP is one of the main protocols in the Internet protocol suite.

    • It provides error-checking, sequencing, and flow control to ensure data integrity and reliability.

    • TCP establishes a connection-oriented communication between two devices before data transfer.

    • Examples of applications usin...

  • Answered by AI

Skills evaluated in this interview

Interview experience
3
Average
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

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

Round 1 - One-on-one 

(2 Questions)

  • Q1. About my projects
  • Q2. Resume build up questions

Interview Preparation Tips

Interview preparation tips for other job seekers - Just Know your resume well
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(1 Question)

  • Q1. Questions mainly involved window function, recursion, some puzzels
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(3 Questions)

  • Q1. Tell me about your self
  • Q2. SQL basics
  • Q3. Banking terms

Interview Questionnaire 

1 Question

  • Q1. About yourself.......

I applied via Campus Placement and was interviewed before Aug 2020. There were 3 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Functions of HR

Interview Preparation Tips

Interview preparation tips for other job seekers - Read about kyc

Bharat Financial Inclusion Interview FAQs

What are the top questions asked in Bharat Financial Inclusion Data Scientist interview for experienced candidates?

Some of the top questions asked at the Bharat Financial Inclusion Data Scientist interview for experienced candidates -

  1. What Type of statistics used In earlier organization to analyse and build mod...read more
  2. How familar with python,SQL,and ml mode...read more
  3. How you handle data when outliers are in dat...read more

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