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Northern Arc Capital Interview Questions and Answers
10 Interview questions
DAX query is used in Power BI to retrieve and manipulate data from datasets.
DAX stands for Data Analysis Expressions
Used to create calculated columns, measures, and tables
Can perform calculations, filtering, and aggregation on data
Examples: CALCULATE, SUMX, FILTER
Logistic regression is a statistical model used to predict the probability of a binary outcome based on one or more predictor variables.
Logistic regression is used when the dependent variable is binary (0/1, True/False, Yes/No, etc.)
It estimates the probability that a given observation belongs to a particular category.
The output of logistic regression is a probability score between 0 and 1.
It uses the logistic fun...
Construct 4 Array Tree and implement operations
Create an array to represent the tree structure
Implement operations like insert, delete, search, and traversal
Example: Construct a binary search tree using arrays
Use hashing to compare the JSON files in O(1) time complexity.
Create a hash function to convert the JSON data into a unique hash value.
Calculate the hash value for each JSON file and compare the hash values.
If the hash values are equal, the JSON files are identical.
Example: Use MD5 or SHA-256 hash functions for generating hash values.
Use array indices to map parent to children in a 4 Array tree in O(1) space complexity.
Assign children of a parent at indices 4*i+1, 4*i+2, 4*i+3, 4*i+4 where i is the index of the parent.
To find parent of a child at index j, use (j-1)/4 to get the parent index.
Total nodes in a binary tree can be found using depth-first or breadth-first traversal algorithms with time complexity O(n) and space complexity O(h), where h is the height of the tree.
Use depth-first traversal (pre-order, in-order, post-order) or breadth-first traversal to visit each node and count the total nodes.
Time complexity is O(n) where n is the number of nodes in the tree.
Space complexity is O(h) where h ...
Type I errors are false positives; Type II errors are false negatives in hypothesis testing.
Type I Error (False Positive): Rejecting a true null hypothesis. Example: A test indicates a disease is present when it is not.
Type II Error (False Negative): Failing to reject a false null hypothesis. Example: A test fails to detect a disease that is present.
In statistical terms, Type I error is denoted by alpha (α), while...
Creating a credit risk model involves data collection, preprocessing, model development, validation, and implementation.
1. Data Collection: Gather historical data on borrowers, including credit scores, income, and repayment history.
2. Data Preprocessing: Clean and preprocess data to handle missing values, outliers, and categorical variables.
3. Feature Engineering: Create relevant features that may impact credit ri...
SQL join is used to combine rows from two or more tables based on a related column, while the HAVING clause is used to filter groups based on a specified condition.
SQL join is used to retrieve data from multiple tables based on a related column
Types of SQL joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN
HAVING clause is used with GROUP BY to filter groups based on a specified condition
Example: SELECT...
Analyzing a bank's balance sheet involves examining key ratios such as capital adequacy, asset quality, and liquidity.
Calculate capital adequacy ratio (CAR) to assess the bank's ability to absorb losses
Examine asset quality by calculating non-performing asset (NPA) ratio
Analyze liquidity by calculating loan-to-deposit (LTD) ratio
Assess profitability by calculating return on assets (ROA) and return on equity (ROE) ...
Northern Arc Capital Interview Experiences
12 interviews found
Anonymous
Selected
I applied via LinkedIn and was interviewed in Aug 2024. There were 2 interview rounds.
(2 Questions)
- Q1. Core Operations
- Q2. Process and Policy
(2 Questions)
- Q1. Expected Salary
- Ans.
My expected salary is negotiable and dependent on the overall compensation package offered.
I am open to discussing salary based on the responsibilities and benefits provided in the role.
I have a range in mind based on my experience and the market rate for similar positions.
I am looking for a competitive salary that reflects my skills and contributions to the company.
- Q2. Expected Notice period
Interview Preparation Tips
(1 Question)
- Q1. Discussion on prior Experience
(1 Question)
- Q1. Discussion around use of data science and a case study
I applied via LinkedIn and was interviewed in Sep 2023. There were 3 interview rounds.
(3 Questions)
- Q1. Just be prepared with your resume and basic DS Algo questions
- Q2. Find total Nodes in a Binary tree along with time and space complexity
- Ans.
Total nodes in a binary tree can be found using depth-first or breadth-first traversal algorithms with time complexity O(n) and space complexity O(h), where h is the height of the tree.
Use depth-first traversal (pre-order, in-order, post-order) or breadth-first traversal to visit each node and count the total nodes.
Time complexity is O(n) where n is the number of nodes in the tree.
Space complexity is O(h) where h is th...
- Q3. MYSQL Questions based on Inner Joins
(4 Questions)
- Q1. Construct 4 Array Tree from scratch and implement some operations
- Ans.
Construct 4 Array Tree and implement operations
Create an array to represent the tree structure
Implement operations like insert, delete, search, and traversal
Example: Construct a binary search tree using arrays
- Q2. Some quizzes to check logical thinking
- Q3. How to compare 2 large 100 GB JSON files in O(1) Time complexity
- Ans.
Use hashing to compare the JSON files in O(1) time complexity.
Create a hash function to convert the JSON data into a unique hash value.
Calculate the hash value for each JSON file and compare the hash values.
If the hash values are equal, the JSON files are identical.
Example: Use MD5 or SHA-256 hash functions for generating hash values.
- Q4. Map parent to children of a 4 Array tree in O(1) Space complexity
- Ans.
Use array indices to map parent to children in a 4 Array tree in O(1) space complexity.
Assign children of a parent at indices 4*i+1, 4*i+2, 4*i+3, 4*i+4 where i is the index of the parent.
To find parent of a child at index j, use (j-1)/4 to get the parent index.
Interview Preparation Tips
- DSA
Skills evaluated in this interview
(2 Questions)
- Q1. Job experience working achievement
- Q2. Why u want to join
Interview Preparation Tips
(6 Questions)
- Q1. What do you know about the company?
- Ans. It is a non-banking finance company, which was established in 2012, this company provides business loan, mortgage loan, whose founder is Sameer Bhatia.
- Q2. How do you handle the team?
- Ans.
I foster a collaborative environment, prioritize communication, and support team development to achieve our goals effectively.
Encourage open communication: I hold regular team meetings to discuss progress and address concerns, ensuring everyone feels heard.
Set clear goals: I work with the team to establish measurable objectives, like increasing collection efficiency by 20% over six months.
Provide support and resources:...
- Q3. Tell me about yourself?
- Q4. As you know, my name is Yadav, I have 8 members in my family, 2 brothers, one sister, my mother and father, my wife, my family, and the rest of the family.
- Q5. Tell me about your work?
- Q6. I worked as a collection executive for 8 years, was an AM leader for 1 year, and currently I am working as a collection manager.
Interview Preparation Tips
Selected
I applied via Campus Placement and was interviewed before Oct 2023. There was 1 interview round.
(3 Questions)
- Q1. What DAX query do in the power BI?
- Ans.
DAX query is used in Power BI to retrieve and manipulate data from datasets.
DAX stands for Data Analysis Expressions
Used to create calculated columns, measures, and tables
Can perform calculations, filtering, and aggregation on data
Examples: CALCULATE, SUMX, FILTER
- Q2. Explain SQL join and having caluse?
- Ans.
SQL join is used to combine rows from two or more tables based on a related column, while the HAVING clause is used to filter groups based on a specified condition.
SQL join is used to retrieve data from multiple tables based on a related column
Types of SQL joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN
HAVING clause is used with GROUP BY to filter groups based on a specified condition
Example: SELECT * FR...
- Q3. Explain the logistic regression ML model.
- Ans.
Logistic regression is a statistical model used to predict the probability of a binary outcome based on one or more predictor variables.
Logistic regression is used when the dependent variable is binary (0/1, True/False, Yes/No, etc.)
It estimates the probability that a given observation belongs to a particular category.
The output of logistic regression is a probability score between 0 and 1.
It uses the logistic function...
Interview Preparation Tips
Skills evaluated in this interview
I appeared for an interview in Apr 2023.
(2 Questions)
- Q1. Technical finance questions and questions on previous work exp
- Q2. Challenges faced in previous projects
I applied via Approached by Company and was interviewed in Sep 2022. There were 3 interview rounds.
(2 Questions)
- Q1. Microfinance Finance MSME loan
- Q2. Personal loan finance
Dear team
Team handling
Branch handling
Portfolio handling
Interview Preparation Tips
Branch handling
60 team size
Finance operation department
I applied via Campus Placement and was interviewed in Jan 2022. There were 2 interview rounds.
(1 Question)
- Q1. How to analyse Banking Balance Sheet What are key ratios of NBFC/Bank
- Ans.
Analyzing a bank's balance sheet involves examining key ratios such as capital adequacy, asset quality, and liquidity.
Calculate capital adequacy ratio (CAR) to assess the bank's ability to absorb losses
Examine asset quality by calculating non-performing asset (NPA) ratio
Analyze liquidity by calculating loan-to-deposit (LTD) ratio
Assess profitability by calculating return on assets (ROA) and return on equity (ROE) ratio...
Interview Preparation Tips
- Mfin Report
They explain their business model more than grilling you
pravin jadhav
Interview Questionnaire
2 Questions
- Q1. Two rounds and basic into and risk related questions
- Q2. Introduction about yourself
Interview Preparation Tips
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Northern Arc Capital Reviews and Ratings
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Rating in categories
5-9 Yrs
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5-8 Yrs
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7-10 Yrs
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