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Senseforth Interview Questions, Process, and Tips

Updated 24 Feb 2024

Top Senseforth Interview Questions and Answers

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NLP Engineer Interview Questions & Answers

user image Anonymous

posted on 24 Feb 2024

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(2 Questions)

  • Q1. Challenges in project
  • Ans. 

    One of the challenges in the project was integrating multiple NLP models with different architectures.

    • Ensuring compatibility and consistency between models

    • Handling different input formats and output structures

    • Optimizing performance and computational resources

    • Addressing potential conflicts or biases between models

  • Answered by AI
  • Q2. What is text embedding?
  • Ans. 

    Text embedding is a technique to convert text data into numerical vectors for machine learning models.

    • Text embedding captures semantic meaning of words in a continuous vector space.

    • Popular methods include Word2Vec, GloVe, and BERT.

    • Embeddings can be pre-trained or learned from scratch depending on the task.

    • They are used in NLP tasks like sentiment analysis, text classification, and machine translation.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - In depth NLP knowledge tested.

NLP Engineer Interview Questions asked at other Companies

Q1. What is text embedding?
View answer (1)

RND Engineer Interview Questions & Answers

user image Anonymous

posted on 17 Jun 2022

I applied via Recruitment Consulltant and was interviewed in Jan 2022. There were 2 interview rounds.

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 

(6 Questions)

  • Q1. (based on my introduction) How does transformers work? what powers them and what’s inside?
  • Q2. What is the purpose of activation functions? (after my answer that to introduce non-linearity), if that’s the case, why there are very less activation functions available? why can’t any function be an acti...
  • Q3. Why does optimisers exist in feed-forward networks(FFNs)? (based on my answer that is to update weights) why does so many optimisers exist, if all that they need to do is to update weights, why does so man...
  • Ans. 

    Optimizers exist in FFNs to update weights, but many exist due to different optimization techniques and trade-offs.

    • Different optimizers use different optimization techniques such as momentum, adaptive learning rates, and regularization.

    • Optimizers have different trade-offs such as convergence speed, generalization, and robustness to noisy data.

    • The choice of optimizer depends on the specific problem and data set.

    • Examples...

  • Answered by AI
  • Q4. What is layer normalisation in FFNs?
  • Ans. 

    Layer normalisation is a technique used to normalise the inputs to each layer of a feedforward neural network.

    • It is similar to batch normalisation but normalises the inputs to each layer instead of the entire batch.

    • It helps in reducing the internal covariate shift problem.

    • It can be applied to any type of activation function.

    • It is particularly useful in recurrent neural networks.

    • Example: LayerNorm in PyTorch.

  • Answered by AI
  • Q5. You are to build an airline system to recommend all possible routes from city 1 to city 2, direct routes and routes with connecting other cities. and all the data you have available is if two cities are co...
  • Ans. 

    Build an airline system to recommend routes from city 1 to city 2 with direct and connecting flights.

    • Create a graph with cities as nodes and connections as edges

    • Use Dijkstra's algorithm to find shortest path between city 1 and city 2

    • For connecting flights, find all possible paths with one or more stops

    • Sort and recommend routes based on total distance and number of stops

  • Answered by AI
  • Q6. Write a python function that takes a string input and returns all possible combinations of characters in that string and not include the combinations with repeated letters. for ex, input is ‘abc’, outputs ...
  • Ans. 

    This function takes a string input and returns all possible combinations of characters in that string without repeated letters.

    • Use the itertools module to generate all possible permutations of the string.

    • Filter out the permutations that have repeated letters using a set.

    • Convert the filtered permutations into a list of strings.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - be prepared very well. prepare well. prepare well.

Skills evaluated in this interview

RND Engineer Interview Questions asked at other Companies

Q1. you are to build an airline system to recommend all possible routes from city 1 to city 2, direct routes and routes with connecting other cities. and all the data you have available is if two cities are connected or not. how will you build ... read more
View answer (1)

I applied via Recruitment Consultant and was interviewed before Nov 2019. There were 3 interview rounds.

Interview Questionnaire 

4 Questions

  • Q1. What do you know about the effort estimation and how it is done?
  • Ans. 

    Effort estimation is the process of predicting the amount of time, resources, and cost required to complete a project or task.

    • Effort estimation is crucial for project planning and management.

    • It involves breaking down the project into smaller tasks and estimating the time and resources required for each task.

    • Various techniques can be used for effort estimation, such as expert judgment, historical data analysis, and para...

  • Answered by AI
  • Q2. What is a WBS (Work Break Down Structure) ?
  • Ans. 

    A WBS is a hierarchical breakdown of project deliverables into smaller, manageable components.

    • WBS is used to organize and define the scope of a project

    • It breaks down the project into smaller, more manageable components

    • Each component is called a work package

    • The WBS is hierarchical, with the top level being the project deliverable and the lower levels being the work packages

    • It helps in estimating project costs, time and ...

  • Answered by AI
  • Q3. What was the most challenging situation in a project and how did you handled it?
  • Q4. What is the project life cycle or different phases in a project?
  • Ans. 

    The project life cycle consists of initiation, planning, execution, monitoring and control, and closure.

    • Initiation: Defining the project scope, objectives, and stakeholders.

    • Planning: Developing a detailed project plan, including timelines, budget, and resources.

    • Execution: Implementing the project plan and completing the work.

    • Monitoring and Control: Tracking progress, identifying and managing risks, and making necessary...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Gaining theoretical knowledge abut project management helps a lot in the interview.

Skills evaluated in this interview

Project Manager Interview Questions asked at other Companies

Q1. What is success & what is failure to you? How do you handle failure? - not much interviewer asks such questions, but I believe these are very important questions, if you want to succeed.
View answer (1)

Interview questions from similar companies

I appeared for an interview before Jun 2016.

Interview Questionnaire 

1 Question

  • Q1. Java related questions on Oops concept and Multithreading

Interview Preparation Tips

Round: Test
Experience: Simple aptitude and reasoning questions little java based programming
Tips: Basic programming knowledge and good aptitude
Duration: 1 hour
Total Questions: 60

Round: Technical Interview
Experience: Normal questions on Java, basic programming questions like reverse no. , String related and logical coding
Tips: What u mentioned on your resume go through that only, they will not ask apart from your resume

Skills: How Well You Are Able To Communicate What You Wanted To Tell, Programming
College Name: SRCEM

I appeared for an interview before Aug 2016.

Interview Preparation Tips

Round: Resume Shortlist
Experience: I am vinothkumar from Dindugal, I was studied computer engineering in Madurai institute of engineering and technology at sivagangai, I am quality controller in RR DONNELLY at Chennai, my experience 2 years, my family staying in native, my father palanichami he is a former, my mother tamilselvi she is home maker and my one yelder brother Vijayakumar he is driver, I am interested area software engineer, my hobbies are listening music, reading book and news paper, playing and watching cricket
Tips: No comments

Round: Test
Experience: I am vinothkumar from Dindugal, I was studied computer engineering in Madurai institute of engineering and technology at sivagangai, I am quality controller in RR DONNELLY at Chennai, my experience 2 years, my family staying in native, my father palanichami he is a former, my mother tamilselvi she is home maker and my one yelder brother Vijayakumar he is driver, I am interested area software engineer, my hobbies are listening music, reading book and news paper, playing and watching cricket
Tips: No comments
Total Questions: 15

Round: Test
Experience: See my mentality
Tips: No comments
Duration: 45 minutes

Round: Group Discussion
Experience: Communication
Tips: No comments

Skills: Communication And Confidence

I applied via AngelList and was interviewed in Sep 2020. There was 1 interview round.

Interview Questionnaire 

1 Question

  • Q1. Sorting algorithms, Linked list and array programmings, timing complexity and coding programs on languages what is on your resume.

Interview Preparation Tips

Interview preparation tips for other job seekers - Learn more about data structures and oops concepts

Interview Questionnaire 

1 Question

  • Q1. SDLC Model

Interview Preparation Tips

Interview preparation tips for other job seekers - Nice interview

Interview Questionnaire 

1 Question

  • Q1. Difference between for and for each
  • Ans. 

    For loop is used for iterating over a range of values while for each loop is used for iterating over elements of an array.

    • For loop is used when the number of iterations is known beforehand.

    • For each loop is used when the number of iterations is not known beforehand.

    • For loop can be used with any iterable object.

    • For each loop can only be used with arrays and other iterable objects.

    • For loop uses an index variable to access...

  • Answered by AI

I applied via Naukri.com and was interviewed in Sep 2020. There were 4 interview rounds.

Interview Questionnaire 

1 Question

  • Q1. Related to resume and business case.

Interview Preparation Tips

Interview preparation tips for other job seekers - The entire interview plus hiring takes more than 3 months. In most occasions the Finance rejects the offer proposed by the HRs. HRs are highly unprofessional (Lead HR - Parvathi Urs). A huge risk of offer getting dissolved mid-way as well so take risk accordingly.

I applied via Naukri.com and was interviewed in Sep 2020. There were 3 interview rounds.

Interview Questionnaire 

5 Questions

  • Q1. Which collection class is used to represent key-value pairs?
  • Ans. 

    The HashMap class is used to represent key-value pairs in Java.

    • HashMap is a part of the Java Collections Framework.

    • It allows null values and only one null key.

    • It provides constant-time performance for basic operations like get and put.

    • Example: HashMap map = new HashMap<>();

  • Answered by AI
  • Q2. What is abstraction?
  • Ans. 

    Abstraction is the process of simplifying complex systems by focusing on essential details and hiding unnecessary complexities.

    • Abstraction allows us to create models or representations of real-world objects or systems in software.

    • It helps in managing complexity by breaking down a system into smaller, more manageable parts.

    • Abstraction provides a level of indirection, allowing changes to be made in one part of the system...

  • Answered by AI
  • Q3. Why is try-catch used in JAVA?
  • Ans. 

    try-catch is used in Java to handle exceptions and prevent program crashes.

    • try-catch blocks are used to catch and handle exceptions that may occur during program execution.

    • It allows the program to gracefully handle errors and prevent the program from crashing.

    • The try block contains the code that may throw an exception, and the catch block handles the exception.

    • Multiple catch blocks can be used to handle different types...

  • Answered by AI
  • Q4. Which statement will we use if we want to select a statement based on integer inputs?
  • Ans. 

    The statement to use for selecting based on integer inputs is the 'switch' statement.

    • The 'switch' statement allows for multiple cases to be evaluated based on the value of an integer input.

    • Each case represents a possible value of the input, and the corresponding code block is executed if the value matches.

    • The 'switch' statement also provides a 'default' case which is executed if none of the cases match the input value.

    • ...

  • Answered by AI
  • Q5. Explain your project.

Interview Preparation Tips

Interview preparation tips for other job seekers - Stick to basic concepts
Prepare a good project

Skills evaluated in this interview

Senseforth Interview FAQs

How many rounds are there in Senseforth interview?
Senseforth interview process usually has 1-2 rounds. The most common rounds in the Senseforth interview process are Resume Shortlist, Technical and One-on-one Round.
How to prepare for Senseforth 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 Senseforth. The most common topics and skills that interviewers at Senseforth expect are Natural Language Processing, Big Data, Clinical SAS Programming, Data Analytics and Data Modeling.
What are the top questions asked in Senseforth interview?

Some of the top questions asked at the Senseforth interview -

  1. you are to build an airline system to recommend all possible routes from city 1...read more
  2. why does optimisers exist in feed-forward networks(FFNs)? (based on my answer t...read more
  3. write a python function that takes a string input and returns all possible comb...read more

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Senseforth Interview Process

based on 1 interview

Interview experience

5
  
Excellent
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Senseforth Reviews and Ratings

based on 14 reviews

3.4/5

Rating in categories

2.4

Skill development

2.9

Work-life balance

2.9

Salary

3.1

Job security

3.1

Company culture

2.6

Promotions

2.6

Work satisfaction

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