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UnitedHealth Data Scientist Interview Questions and Answers

Updated 17 Nov 2021

UnitedHealth Data Scientist Interview Experiences

1 interview found

Data Scientist Interview Questions & Answers

user image Madhur Gupta

posted on 26 Oct 2021

I applied via Naukri.com and was interviewed before Oct 2020. There were 3 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. 1) Model building process of one of my previous projects 2) Random forest hyperparameters 3) ROC curve, using the ROC curve to set probability cutoffs in classication models 4) Gradient boosting techniques...
  • Ans. 

    Data Scientist interview questions on model building, random forest, ROC curve, gradient boosting, and real estate valuation

    • For model building, I followed the CRISP-DM process and used various algorithms like logistic regression, decision trees, and random forest

    • Random forest hyperparameters include number of trees, maximum depth, minimum samples split, and minimum samples leaf

    • ROC curve is a graphical representation of...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - My advice would be to search on Google regarding "100 data science interview questions" or something like it, and as you go through each question and its answer, just search the Wikipedia or Google for each concept for a little more depth. As for Python coding questions, most questions in such interviews are asked only about the Pandas library of Python. So try to study how to use Pandas to manipulate data. A good reference is the Python For Data Analysis book by Wes McKinney, whose free PDF is most probably available online on Google.

Skills evaluated in this interview

Interview questions from similar companies

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
-
Result
-
Round 1 - Aptitude Test 

Basic quant and apt questions

Round 2 - Coding Test 

Run a model of ML or Dl

Round 3 - One-on-one 

(1 Question)

  • Q1. Check your interpersonal skills
Interview experience
4
Good
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Company Website and was interviewed in Sep 2024. There was 1 interview round.

Round 1 - Technical 

(2 Questions)

  • Q1. Basic ML with project experience
  • Q2. Statistics and Python coding
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
-
Result
-
Round 1 - Aptitude Test 

Basic quant and apt questions

Round 2 - Coding Test 

Run a model of ML or Dl

Round 3 - One-on-one 

(1 Question)

  • Q1. Check your interpersonal skills
Interview experience
5
Excellent
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 - Technical 

(1 Question)

  • Q1. Checked technical knowledge with the number of years of experience
Round 3 - One-on-one 

(1 Question)

  • Q1. Checking leadership skills
Round 4 - HR 

(1 Question)

  • Q1. Job location, and HR policies discussion

Interview Preparation Tips

Interview preparation tips for other job seekers - prepare well yourself before interviews. Your technical knowledge should be valuable and interview should face very confidentiality.

I applied via Other and was interviewed in Feb 2020. There were 3 interview rounds.

Interview Questionnaire 

2 Questions

  • Q1. Analytical knowledge
  • Q2. Validation , testing , HPLC

Interview Preparation Tips

Interview preparation tips for other job seekers - Personal exp in analytical field

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UnitedHealth Data Scientist Salary
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₹10 L/yr - ₹34.5 L/yr
49% more than the average Data Scientist Salary in India
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