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Northcorp Software Data Scientist Interview Questions and Answers

Updated 14 Dec 2024

Northcorp Software Data Scientist Interview Experiences

1 interview found

Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. What is overfitting in machine learning?
  • Ans. 

    Overfitting occurs when a machine learning model learns the training data too well, including noise and outliers, leading to poor generalization on new data.

    • Overfitting happens when a model is too complex and captures noise in the training data.

    • It leads to poor performance on unseen data as the model fails to generalize well.

    • Techniques to prevent overfitting include cross-validation, regularization, and early stopping.

    • ...

  • Answered by AI
  • Q2. Overfitting accurs when a model learns the details.......etc
  • Ans. 

    Overfitting occurs when a model learns the details and noise in the training data to the extent that it negatively impacts the model's performance on new data.

    • Overfitting happens when a model is too complex and captures noise in the training data.

    • It leads to poor generalization and high accuracy on training data but low accuracy on new data.

    • Techniques to prevent overfitting include cross-validation, regularization, and...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Research the company before interview.

Interview questions from similar companies

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

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

Round 1 - Technical 

(1 Question)

  • Q1. Mostly about projects ml, nlp, python code would be asked
Round 2 - Technical 

(1 Question)

  • Q1. It would be focused on technical stuff in detail ml, nlp, deployments etc
Round 3 - HR 

(1 Question)

  • Q1. Organisation fit
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I appeared for an interview before Mar 2024.

Round 1 - HR 

(2 Questions)

  • Q1. What experience do you have in this role?
  • Q2. What tools or technologies are you comfortable using?
  • Ans. 

    I am proficient in various data analysis tools, including Excel, SQL, Python, and visualization software like Tableau.

    • Excel: Advanced functions, pivot tables, and data visualization.

    • SQL: Writing complex queries for data extraction and manipulation.

    • Python: Utilizing libraries like Pandas and NumPy for data analysis.

    • Tableau: Creating interactive dashboards for data visualization.

    • R: Statistical analysis and data visualiza

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Follow Up – A simple follow-up email can increase your chances of getting hired.
Interview experience
2
Poor
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
No response

I applied via Naukri.com and was interviewed before Mar 2023. There were 3 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. Machine Learning
Round 2 - Technical 

(1 Question)

  • Q1. Machine Learning
Round 3 - Case Study 

Approach check for multiple case studies

Interview Preparation Tips

Interview preparation tips for other job seekers - Never received the final response after the 3rd round which was with the CTO. The HR kept saying we are yet to get the feedback.
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Aptitude Test 

Easy and moderate level question

Round 2 - Group Discussion 

Given a relevant topic and discussion on it

Round 3 - HR 

(2 Questions)

  • Q1. Introducd yourself
  • Q2. Why do you want to join us
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
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 - Aptitude Test 

Reasoning and aptitude questions were asked

Round 3 - One-on-one 

(1 Question)

  • Q1. Interview was around python programming and team fitment
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Double-check your resume for any spelling mistakes. The recruiter may consider spelling mistakes as careless behavior or poor communication skills.
View all tips
Round 2 - Technical 

(1 Question)

  • Q1. Basic questions related to Android
Round 3 - Behavioral 

(1 Question)

  • Q1. Company culture and interests
Round 4 - HR 

(1 Question)

  • Q1. Further discussions
Round 1 - Technical 

(1 Question)

  • Q1. What is your salary expectation?

Interview Preparation Tips

Interview preparation tips for other job seekers - Great interaction with screener.
Round 1 - Technical 

(1 Question)

  • Q1. Discussed about work experience, skills

Interview Preparation Tips

Interview preparation tips for other job seekers - Good process of interview , Supportive team for the whole interview process
Round 1 - One-on-one 

(1 Question)

  • Q1. Self Introduction and prior experience

Interview Preparation Tips

Interview preparation tips for other job seekers - Interviewer is friendly and make the candidate comfortable

Northcorp Software Interview FAQs

How many rounds are there in Northcorp Software Data Scientist interview?
Northcorp Software interview process usually has 1 rounds. The most common rounds in the Northcorp Software interview process are Technical.
How to prepare for Northcorp Software Data Scientist 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 Northcorp Software. The most common topics and skills that interviewers at Northcorp Software expect are IBM Cloud, NoSQL, Postgresql, Pyspark and Python.
What are the top questions asked in Northcorp Software Data Scientist interview?

Some of the top questions asked at the Northcorp Software Data Scientist interview -

  1. Overfitting accurs when a model learns the details..........read more
  2. What is overfitting in machine learni...read more

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Northcorp Software Data Scientist Interview Process

based on 1 interview

Interview experience

3
  
Average
View more

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Northcorp Software Data Scientist Salary
based on 8 salaries
₹1.8 L/yr - ₹7.2 L/yr
64% less than the average Data Scientist Salary in India
View more details

Northcorp Software Data Scientist Reviews and Ratings

based on 8 reviews

4.2/5

Rating in categories

4.2

Skill development

4.2

Work-life balance

4.2

Salary

4.2

Job security

4.2

Company culture

4.2

Promotions

4.2

Work satisfaction

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