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I applied via Recruitment Consultant and was interviewed in Apr 2021. There were 4 interview rounds.
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I was interviewed in Apr 2023.
I am a data scientist with experience in machine learning and data analysis.
I have worked on projects involving predictive modeling, natural language processing, and computer vision.
I am proficient in programming languages such as Python and R, and have experience with tools like TensorFlow and Tableau.
I have a strong background in statistics and mathematics, and am able to communicate complex ideas to both technical a
Bagging and boosting are ensemble techniques used to improve model performance by combining multiple models.
Bagging involves training multiple models on different subsets of the data and combining their predictions through averaging or voting.
Boosting involves iteratively training models on the same data, with each subsequent model focusing on the misclassified samples of the previous model.
Examples of bagging models i...
I have had a diverse professional journey with experience in various industries.
Started as a software engineer at a tech startup
Moved to a management consulting firm as a data analyst
Transitioned to a healthcare company as a data scientist
Currently working in a fintech company as a senior data scientist
Have experience in machine learning, data visualization, and project management
posted on 8 Dec 2022
I applied via Referral and was interviewed in Nov 2022. There was 1 interview round.
I applied via Walk-in and was interviewed in Nov 2021. There were 5 interview rounds.
I was interviewed in Oct 2021.
Round duration - 60 Minutes
Round difficulty - Medium
Started with basic introduction about myself and then 2 DSA problems to be solved on CodeChef or any IDE of your preference. Interviewer was helpful throughout the interview and helped with syntaxes at one point as well.
Parameters tested -
1. Ability to think of edge test cases.
2. Coding Practices like naming variables and functions properly and using the most suitable access modifiers.
3. Ability to think of time and space complexity and optimise it.
Reaching the correct output was not mandatory but was preferred. Priority to coding practices was given.
You are given an array arr
of length N
. For each element in the array, find the next greater element (NGE) that appears to the right. If there is no such greater ele...
The task is to find the next greater element for each element in the given array.
Iterate through the array from right to left.
Use a stack to keep track of the next greater element.
Pop elements from the stack until a greater element is found or the stack is empty.
If the stack is empty, there is no greater element, so assign -1.
If a greater element is found, assign it as the next greater element.
Push the current element ...
Determine the zigzag level order traversal of a given binary tree's nodes. Zigzag traversal alternates the direction at each level, starting from left to rig...
The zigzag level order traversal of a binary tree is the traversal of its nodes' values in an alternate left to right and right to left manner.
Perform a level order traversal of the binary tree
Use a queue to store the nodes at each level
For each level, alternate the direction of traversal
Store the values of the nodes in each level in separate arrays
Combine the arrays in alternate order to get the zigzag level order tra
Round duration - 60 minutes
Round difficulty - Medium
Started with basic introduction about myself and then 2 DSA problems to be solved on google doc. Interviewer was helpful throughout the interview.
Parameters tested -
1. Ability to think of edge test cases.
2. Coding Practices like naming variables and functions properly and using the most suitable access modifiers.
3. Ability to think of time and space complexity and optimise it.
4. Making it to the correct output.
Reaching the correct output was mandatory in best possible time comlexity.
Given a sorted array that has been rotated clockwise by an unknown amount, you need to answer Q
queries. Each query is represented by an integer Q[i]
, and you must ...
This is a problem where a sorted array is rotated and we need to search for given numbers in the array.
The array is rotated clockwise by an unknown amount.
We need to search for Q numbers in the rotated array.
If a number is found, we need to return its index, otherwise -1.
The search needs to be done in O(logN) time complexity.
The input consists of the size of the array, the array itself, the number of queries, and the q
You are provided with two sorted arrays, arr1
and arr2
, along with an integer k
. By merging all elements from arr1
and arr2
into a new sorted array, your task is to ident...
The task is to find the kth smallest element of a merged array created by merging two sorted arrays.
Merge the two sorted arrays into a single sorted array
Return the kth element of the merged array
Round duration - 40 minutes
Round difficulty - Easy
I was asked to introduce myself and general family background check and then discussion around salary negotiation.
Tip 1 : Practice popular questions from Arrays, Binary Trees, LinkedLists from CodeStudio's Interview Problems
Tip 2 : Make sure you are aware of calculating the time and space complexity for every problem you're coding.
Tip 3 : Prepare through Mock Interviews to practice explaining your approach while solving in an actual interview.
Tip 1 : Describe best of your projects in minimum words. Don't forget to add buzz words like REST APIs/ DB Indexing/ Benchmarking etc if you worked on backend.
Tip 2 : Don't add school achievements like Olympiads or Class Topper in your resume.
Tip 3 : If you've some work experience, put it in a way ,you're marketing yourself. Add terms like 'Created/Owned the Project through entire SDLC'
Tip 4 : Make sure you mention how your work experience actually impacted the company. Or how your self project can be actually useful to end user.
I applied via
Focus on basics ..what you have applied for ...for associate position.
I applied via Naukri.com and was interviewed in Apr 2021. There were 5 interview rounds.
posted on 22 Nov 2021
posted on 19 Jun 2021
Clinical Data Manager
10
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| ₹4 L/yr - ₹12 L/yr |
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| ₹30 L/yr - ₹36 L/yr |
Software Engineer
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Software Development Engineer
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| ₹8.2 L/yr - ₹12.5 L/yr |
Senior Software Engineer
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| ₹16 L/yr - ₹19.5 L/yr |
IQVIA
Parexel International
ICON Plc
Fortrea Development India Private Limited