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Sapio Analytics Interview Questions, Process, and Tips
Top Sapio Analytics Interview Questions and Answers
- Q1. Can regression be used to solve Classification Problems?asked in Data Analyst interview
- Q2. What tools have you worked with?asked in Data Analyst interview
- Q3. Differentiate between Inner and Outer Joinasked in Data Analyst interview
Sapio Analytics Interview Experiences
8 interviews found
Tanya Arora
(2 Questions)
- Q1. Joins inner join cross join
- Q2. Views, triggers
(2 Questions)
- Q1. Why do you want to join sapio
- Q2. Hy should we hire you
Associate Interview Questions asked at other Companies
Anonymous
Selected
I applied via Naukri.com and was interviewed in Aug 2024. There were 2 interview rounds.
This was coding test mainly on python and sql
The test was easy and mainly includes questions of stats
Interview Preparation Tips
Data Analyst Interview Questions asked at other Companies
Assignment was given to work on creating strategies and marketing material
Marketing Executive Interview Questions asked at other Companies
I applied via Referral and was interviewed in Apr 2023. There were 3 interview rounds.
(3 Questions)
- Q1. Tell me about Yourself
- Q2. Do you have any internship experience?
- Q3. What tools have you worked with?
- Ans.
I have worked with tools such as Excel, SQL, Python, Tableau, and Power BI.
Excel
SQL
Python
Tableau
Power BI
(6 Questions)
- Q1. Can regression be used to solve Classification Problems?
- Ans.
No, regression is used for predicting continuous values, while classification is used for predicting categorical values.
Regression predicts continuous values, while classification predicts categorical values
Regression models include linear regression, polynomial regression, etc.
Classification models include logistic regression, decision trees, etc.
- Q2. What is Bivariate Analysis?
- Ans.
Bivariate analysis is the analysis of two variables to determine if there is a relationship between them.
It involves examining the relationship between two variables to determine if changes in one variable are associated with changes in the other variable.
Common techniques used in bivariate analysis include correlation analysis, scatter plots, and regression analysis.
Bivariate analysis helps in understanding the streng...
- Q3. Describe your most recent project.
- Q4. How do you perform feature selection?
- Q5. Explain the model evaluation metrics.
- Ans.
Model evaluation metrics are used to assess the performance of a predictive model by comparing predicted values with actual values.
Common model evaluation metrics include accuracy, precision, recall, F1 score, ROC-AUC, and mean squared error.
Accuracy measures the proportion of correct predictions out of the total predictions made by the model.
Precision measures the proportion of true positive predictions out of all pos...
- Q6. Differentiate between Inner and Outer Join
- Ans.
Inner join returns only the matching rows between two tables, while outer join returns all rows from both tables.
Inner join combines rows from two tables based on a related column
Outer join combines rows from two tables even if there is no match based on a related column
Examples: Inner join - SELECT * FROM table1 INNER JOIN table2 ON table1.id = table2.id
Outer join - SELECT * FROM table1 LEFT OUTER JOIN table2 ON table
Interview Preparation Tips
- Classification
- Regression
- ML
- SQL
Skills evaluated in this interview
Data Analyst Interview Questions asked at other Companies
Sapio Analytics interview questions for popular designations
I applied via LinkedIn and was interviewed in Apr 2023. There were 3 interview rounds.
(5 Questions)
- Q1. OOPS related, Real time example oops
- Q2. Django architecture, jwt token
- Q3. Difference tuple and list
- Ans.
Tuple is immutable, ordered collection of elements while list is mutable, ordered collection of elements.
Tuple is defined using parentheses () while list is defined using square brackets []
Tuple elements cannot be changed once defined while list elements can be modified
Tuple is faster than list for iteration and accessing elements
Example: tuple_example = (1, 2, 3) and list_example = [1, 2, 3]
- Q4. Dictionary with examples
- Ans.
A dictionary in Python is a collection of key-value pairs, where each key is unique and maps to a specific value.
Keys must be unique within a dictionary.
Values can be of any data type, including lists, tuples, or even other dictionaries.
Access values in a dictionary using their corresponding keys.
Example: {'name': 'John', 'age': 30, 'city': 'New York'}
- Q5. Decorator with example
- Ans.
A decorator in Python is a design pattern that allows you to add new functionality to an existing object without modifying its structure.
Decorators are functions that take another function as an argument and extend its behavior without modifying it directly.
They are commonly used in web frameworks like Django to add functionality to views or methods.
Example: @login_required decorator in Django ensures that only authent
Abstraction, encapsulation
Interview Preparation Tips
Skills evaluated in this interview
Python and Django Developer Interview Questions asked at other Companies
Get interview-ready with Top Sapio Analytics Interview Questions
Selected
I applied via LinkedIn and was interviewed before Feb 2023. There was 1 interview round.
(1 Question)
- Q1. About APIs. Exception handling in python .
Backend Developer Intern Interview Questions asked at other Companies
Jobs at Sapio Analytics
General maths
(1 Question)
- Q1. About excel and problem solving
Interview Preparation Tips
Data Analyst Interview Questions asked at other Companies
I applied via Internshala and was interviewed in Nov 2021. There were 4 interview rounds.
Interview Questionnaire
1 Question
- Q1. Related to AWS
Interview Preparation Tips
Interview questions from similar companies
I was interviewed in Mar 2017.
Interview Questionnaire
1 Question
- Q1. Views on their recruiting process
- Ans.
I believe the recruiting process is thorough and well-organized.
The company uses a combination of resume screening, interviews, and assessments to evaluate candidates.
They have a clear timeline for the hiring process and keep candidates informed of their progress.
Feedback is provided to candidates after interviews to help them improve for future opportunities.
Interview Preparation Tips
Experience:
Interview Preparation Tips
Experience: The questions were of medium to high difficulty. What set this test apart was the fact that each question had different weightage ranging from 0.5 to 3 marks per question. Time was a major factor. So my strategy was to attempt all the 1 and 1.5 marks questions which constitute the major chunk of the paper in around 40 minutes and spend the remaining 20 minutes for the 2 and 3 mark questions. I did not even bother reading the 0.5 mark questions. The 2 and 3 mark questions were difficult and those will differentiate you from others. 1600 students wrote the test and only 86 got shortlisted for the next round.
Duration: 60 minutes
Total Questions: 40
Round: Technical Interview
Experience: I was asked to write a C program to print the Fibonacci sequence and a basic SQL query. Apart from this I was asked a puzzle and other questions related to my resume. Out of the 86, only 26 students were called for the next round which again was a technical interview.
Round: Technical Interview
Experience: This was similar to the first technical interview. I had to write a C program to print the prime numbers between 1 and 100 and a puzzle was asked again. Apart from this a guesstimate to find the number of cars between 2 places was asked and a scenario based question too was asked. These were followed by resume related questions.
Round: HR Interview
Experience: All the 26 students who attended the second technical round were allowed to attend HR round as well. This was just for 4 - 5 minutes. I was asked about my family background and why I should be hired. My fondest memories from school days were asked too. Finally offer letter was given to 10 students out of the 1600 who wrote the test :P
General Tips: Just keep a calm head and attempt the questions. Ask for time to think if you are not able to answer the questions immediately. Be bold and confident. That is sufficient :)
Skills: Puzzle Solving Capability, Ability To Think, SQL, C Programming
College Name: VIT Vellore
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