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Adobe Computer Scientist 2 Interview Questions and Answers
Adobe Computer Scientist 2 Interview Experiences
6 interviews found
Anonymous
I applied via Company Website and was interviewed in Aug 2024. There was 1 interview round.
(2 Questions)
- Q1. Right view of Binary Tree
- Ans.
The right view of a binary tree shows the nodes that are visible when looking at the tree from the right side.
The right view of a binary tree can be obtained by performing a level order traversal and keeping track of the rightmost node at each level.
Nodes that are visible from the right side are the ones that are the rightmost at their level.
Example: For the binary tree [1, 2, 3, null, 5, null, 4], the right view would
- Q2. Encode and decode string without using any delimiter
- Ans.
Encode and decode a string without using any delimiter.
Use a unique character to represent the start and end of each string in the array.
Keep track of the length of each string to properly decode it.
Example: ['hello', 'world'] can be encoded as '#hello#world#' without using delimiters.
Interview Preparation Tips
Skills evaluated in this interview
I applied via Referral and was interviewed in Aug 2024. There were 2 interview rounds.
(1 Question)
- Q1. Coding + DS/Algo + Problem Solving
(1 Question)
- Q1. LLD + Project Discussion
I applied via Company Website and was interviewed in Jul 2024. There was 1 interview round.
Find the max followers, delete a node in DLL, find distance bw 2 nodes of a BT
Interview Preparation Tips
- DSA
utkarsh singh
Online coding test on dsa and algo
(2 Questions)
- Q1. Tree based ques
- Q2. Subarray Based ques
(2 Questions)
- Q1. Behavioral ques
- Q2. Past project discussion
Adobe interview questions for designations
apoorva kumar srivastava
General ds and algo questions
(1 Question)
- Q1. Low level design of a given systems
- Ans.
Low level design involves breaking down a system into smaller components and defining their interactions.
Identify the main components of the system
Define the interactions between the components
Consider the data flow and processing within the system
Specify the algorithms and data structures used
Document the design decisions and rationale
Problem solving based questions
(1 Question)
- Q1. High level design
Skills evaluated in this interview
I applied via Recruitment Consulltant and was interviewed in Jan 2023. There were 3 interview rounds.
There was a business use case has been shared the work was to use own preferred language of development and build the solution.
(2 Questions)
- Q1. Java technical questions
- Q2. All kind of java related questions.
Interview Preparation Tips
Computer Scientist 2 Jobs at Adobe
Interview questions from similar companies
Selected
I applied via Company Website and was interviewed in Dec 2024. There were 3 interview rounds.
Basic self evaluation test.
(3 Questions)
- Q1. What project I have completed and follow-up questions on that?
- Q2. How to handle class imbalance.
- Ans.
Handling class imbalance involves techniques like resampling, using different algorithms, and adjusting class weights.
Use resampling techniques like oversampling or undersampling to balance the classes.
Utilize algorithms that are robust to class imbalance, such as Random Forest, XGBoost, or SVM.
Adjust class weights in the model to give more importance to minority class.
Use evaluation metrics like F1 score, precision, r...
- Q3. Basic Python coding questions.
(2 Questions)
- Q1. Data-related questions.
- Q2. ML Ops questions.
Interview Preparation Tips
- Python
- MLOPS
Selected
I applied via Approached by Company and was interviewed in Nov 2024. There were 3 interview rounds.
(1 Question)
- Q1. Basicn details to check for qualifications
(1 Question)
- Q1. About my projects
(1 Question)
- Q1. More details about ML models
(3 Questions)
- Q1. About projects and then questions related to ML and DL. Mostly focused on DL part
- Q2. What is the difference between Adam optimizer and Gradient Descent Optimizer?
- Ans.
Adam optimizer is an extension to the Gradient Descent optimizer with adaptive learning rates and momentum.
Adam optimizer combines the benefits of both AdaGrad and RMSProp optimizers.
Adam optimizer uses adaptive learning rates for each parameter.
Gradient Descent optimizer has a fixed learning rate for all parameters.
Adam optimizer includes momentum to speed up convergence.
Gradient Descent optimizer updates parameters b...
- Q3. When to use Relu and when not?
- Ans.
Use ReLU for hidden layers in deep neural networks, avoid for output layers.
ReLU is commonly used in hidden layers to introduce non-linearity and speed up convergence.
Avoid using ReLU in output layers for regression tasks as it can lead to vanishing gradients.
Consider using Leaky ReLU or Sigmoid for output layers depending on the task.
ReLU is computationally efficient and helps in preventing the vanishing gradient prob...
Skills evaluated in this interview
(1 Question)
- Q1. Asked about some machine learning concepts like NLP, TensorFlow etc
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Adobe Computer Scientist 2 Interview Process
based on 6 interviews
1 Interview rounds
- Coding Test Round
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Adobe Computer Scientist 2 Reviews and Ratings
based on 26 reviews
Rating in categories
|
Computer Scientist
441
salaries
|  ₹22 L/yr - ₹71.4 L/yr |
|
Technical Consultant
296
salaries
| ₹12.4 L/yr - ₹30 L/yr |
|
Software Engineer
254
salaries
| ₹7.5 L/yr - ₹28 L/yr |
|
Computer Scientist 2
238
salaries
| ₹30 L/yr - ₹101 L/yr |
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Senior Technical Consultant
212
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| ₹11.5 L/yr - ₹46 L/yr |
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