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Senseforth Interview Questions and Answers

Updated 24 Feb 2024

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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 (2)

Interview questions from similar companies

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 TCS NQT and was interviewed in Jun 2021. There was 1 interview round.

Interview Questionnaire 

3 Questions

  • Q1. Tell us what have you learnt from your previous experience
  • Q2. Please tell us something about your University/College Project
  • Q3. What are your major skills?

Interview Preparation Tips

Interview preparation tips for other job seekers - Please have a crystal clear concepts of DSA

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 Campus Placement and was interviewed before Sep 2019. There were 5 interview rounds.

Interview Questionnaire 

8 Questions

  • Q1. What were you stressed last time?
  • Q2. Explain C language to a non technical person?
  • Ans. 

    C is a programming language used to create software and operating systems.

    • C is a low-level language that allows direct access to computer hardware.

    • It is used to create efficient and fast programs.

    • C is the foundation for many other programming languages such as C++, Java, and Python.

    • Examples of C programs include operating systems, device drivers, and video games.

  • Answered by AI
  • Q3. Why you want to join XenonStack?
  • Q4. Why should we hire your?
  • Q5. What are your weekness?
  • Q6. Introduce yourself?
  • Q7. Asked about project i have done
  • Q8. Your Hobbies
  • Ans. 

    My hobbies include hiking, photography, and cooking.

    • Hiking: I enjoy exploring nature trails and challenging myself physically.

    • Photography: I love capturing beautiful moments and landscapes through my camera lens.

    • Cooking: I find joy in experimenting with new recipes and creating delicious meals for my friends and family.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - It was a smartness test. How to tackle things. How you aproch or deal with senior. Also you need to know deep basics of technical things.
Don't lie in any way.
Say no to things ypu don't know about.

Skills evaluated in this interview

I applied via Campus Placement and was interviewed before Aug 2021. There were 3 interview rounds.

Round 1 - Aptitude Test 

Easy aptitude questions based on logical reasoning and basic maths.

Round 2 - Coding Test 

Easy logic-based question based on arrays and strings with some javascript output-based questions.

Round 3 - Coding Test 

Discussion about the projects that I made in college and the tech stack I know.
1 basic array/string-based problem.

Interview Preparation Tips

Interview preparation tips for other job seekers - Very easy to crack as no extensive DSA knowledge is required, basic logical reasoning and coding skills are enough.
PS: This was in 2015 but as per my knowledge the process is still the same.

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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