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Acies Global Senior Data Scientist Interview Questions and Answers

Updated 7 May 2024

Acies Global Senior Data Scientist Interview Experiences

1 interview found

Interview experience
4
Good
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
Selected Selected

I applied via LinkedIn and was interviewed before May 2023. There were 2 interview rounds.

Round 1 - Assignment 

Pandas based assignment, a dummy dataset was given with three different files, there were few questions where mostly pandas was required.

Round 2 - One-on-one 

(1 Question)

  • Q1. Case study was given about a biscuit manufacturing company and I had to explain as a data scientist what all steps I would do.

Interview Preparation Tips

Interview preparation tips for other job seekers - Practice case study questions.

Interview questions from similar companies

Interview Questionnaire 

1 Question

  • Q1. What PCA, Decision tree and computer vision
  • Ans. 

    PCA is a dimensionality reduction technique, decision tree is a classification algorithm, and computer vision is a field of study focused on enabling computers to interpret and understand visual information.

    • PCA is used to reduce the number of variables in a dataset while retaining the most important information.

    • Decision trees are used to classify data based on a set of rules and conditions.

    • Computer vision involves usin...

  • Answered by AI

Skills evaluated in this interview

Interview Preparation Tips

Round: technical interview
Experience: There were 3 rounds, All related to statistics and machine learning and whatever stuffs I had mentioned in my resume. HR round was not there. The partner of the firm just briefed me a bit about the company and asked me to relax without asking any questions in the third round.

Tips: Interview will be fun if you are thorough about your resume and it will be a cakewalk to you.

General Tips: Do's :
1. Prepare for Aptitude very seriously. Puzzles are important but aptitude is must.
2. Be thorough about everything you had specified in your resume
3. Be honest while creating your resume (It helps a lot)

Don'ts :
1. Don't get broken if you are not getting selected in Day 1 or 2 or so.
2. Don't over-prepare for case interviews, they are fairly simple.



Final Tips :
Be confident about yourself. Your attitude in the interview matters a lot. And don't lie even a bit in your resume. Many got selected with a poor resume than those with huge exaggerations.

College Name: IIT Kanpur

Data Scientist Interview Questions & Answers

IBM user image Rohit Mishra

posted on 13 May 2024

Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Company Website and was interviewed in Nov 2023. There was 1 interview round.

Round 1 - Technical 

(1 Question)

  • Q1. Can you discuss one of your project in detail and why have you chosen those specific model to start with?

I applied via Naukri.com and was interviewed in Jun 2022. There were 3 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. Question were asked pertaining to Mathematics behind ML algorithm
Round 2 - Technical 

(1 Question)

  • Q1. Scenario based NLP Machine Learning Question
Round 3 - HR 

(1 Question)

  • Q1. Joining and salary Negotiations

Interview Preparation Tips

Interview preparation tips for other job seekers - Focus on have deep knowledge of any ML algorithm you know.

You need not know all of them. But whatever you know you need to know at depth.
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

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

Round 1 - One-on-one 

(1 Question)

  • Q1. Share details of projects done. But interviewer had his own bias in understanding.

Interview Preparation Tips

Interview preparation tips for other job seekers - interview is heavily dependent on panel. just be yourself even if interviewer does not get you.
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

It was good , basic projects and coding was asked

Interview Questionnaire 

2 Questions

  • Q1. Three skills required to be a good data scientist?
  • Q2. Answer: Curious , Extremely argumentative and judgemental
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 Resume tips
Round 2 - One-on-one 

(1 Question)

  • Q1. Questions related to the projects that I have done and some light coding questions.
Round 3 - One-on-one 

(1 Question)

  • Q1. Questions related to my projects

Interview Preparation Tips

Interview preparation tips for other job seekers - Go through your previous projects thoroughly
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
Selected Selected

I applied via Recruitment Consulltant and was interviewed before Apr 2023. There were 2 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. What different splitting criterion are applied in decision tree. Why random forest works better ?
  • Ans. 

    Different splitting criteria in decision trees include Gini impurity, entropy, and misclassification error. Random forest works better due to ensemble learning and reducing overfitting.

    • Splitting criteria in decision trees: Gini impurity, entropy, misclassification error

    • Random forest works better due to ensemble learning and reducing overfitting

    • Random forest combines multiple decision trees to improve accuracy and gener...

  • Answered by AI
Round 2 - Technical 

(1 Question)

  • Q1. Describe the process to generate embedding on your own data set
  • Ans. 

    To generate embeddings on a data set, preprocess the data, choose a suitable embedding method, train the model, and extract the embeddings.

    • Preprocess the data by cleaning, tokenizing, and normalizing text data.

    • Choose a suitable embedding method such as Word2Vec, GloVe, or FastText.

    • Train the embedding model on the preprocessed data to learn the embeddings.

    • Extract the embeddings from the trained model to represent the da...

  • Answered by AI

Skills evaluated in this interview

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Acies Global Interview FAQs

How many rounds are there in Acies Global Senior Data Scientist interview?
Acies Global interview process usually has 2 rounds. The most common rounds in the Acies Global interview process are Assignment and One-on-one Round.

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Acies Global Senior Data Scientist Interview Process

based on 1 interview

Interview experience

4
  
Good
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Acies Global Senior Data Scientist Salary
based on 7 salaries
₹7.8 L/yr - ₹27 L/yr
38% less than the average Senior Data Scientist Salary in India
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