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Subway Data Analyst Interview Questions and Answers

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Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Recruitment Consulltant and was interviewed in Mar 2024. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. How do we analyze road traffic?
  • Ans. 

    Road traffic can be analyzed using various data sources and techniques to understand patterns, trends, and optimize traffic flow.

    • Collecting data from traffic cameras, sensors, GPS devices, and mobile apps

    • Analyzing traffic volume, speed, congestion, and accidents

    • Using data visualization tools to create maps, charts, and dashboards for insights

    • Implementing predictive modeling to forecast traffic patterns and optimize rou...

  • Answered by AI
  • Q2. Using graph network.
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

Duration - 1hr, Mostly questions are from Excel and SQL ( But a little knowledge of R and Python is very useful) .For me, it's knowing the concepts and answering no codes were ask to write.

Round 2 - One-on-one 

(1 Question)

  • Q1. Basic 1-on-1 round with your manager/ or any senior from the company
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
Selected Selected
Round 1 - Coding Test 

Hackerrank - SQL and Statistics

Round 2 - Case Study 

How to make a regression model

Round 3 - One-on-one 

(1 Question)

  • Q1. What was the definition of false positive and false negative
  • Ans. 

    False positive and false negative are terms used in data analysis to describe errors in classification models.

    • False positive refers to a situation where a test result incorrectly indicates the presence of a condition or attribute.

    • False negative refers to a situation where a test result incorrectly indicates the absence of a condition or attribute.

    • In medical field, false positive can occur when a healthy person is wrong...

  • Answered by AI

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via campus placement at Netaji Subhas Institute of Technology (NSIT) and was interviewed in May 2024. There were 4 interview rounds.

Round 1 - Coding Test 

1 dsa question 2 sql queries questions on data analysis

Round 2 - Technical 

(2 Questions)

  • Q1. Sql query using window function
  • Ans. 

    Using window functions in SQL to perform calculations within a specific subset of data.

    • Window functions are used to perform calculations across a set of rows related to the current row.

    • Common window functions include ROW_NUMBER(), RANK(), DENSE_RANK(), and NTILE().

    • Example: SELECT employee_id, salary, AVG(salary) OVER (PARTITION BY department_id) AS avg_salary FROM employees;

  • Answered by AI
  • Q2. Dsa question of string manipulation
Round 3 - Technical 

(2 Questions)

  • Q1. Sql query advanced level
  • Q2. Guesstimate and resume questions
Round 4 - HR 

(2 Questions)

  • Q1. Basic common HR questions
  • Q2. Questions about educational background cultural fit

Interview Preparation Tips

Interview preparation tips for other job seekers - The focus more on resume

Skills evaluated in this interview

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Recruitment Consulltant and was interviewed in Mar 2024. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. How do we analyze road traffic?
  • Ans. 

    Road traffic can be analyzed using various data sources and techniques to understand patterns, trends, and optimize traffic flow.

    • Collecting data from traffic cameras, sensors, GPS devices, and mobile apps

    • Analyzing traffic volume, speed, congestion, and accidents

    • Using data visualization tools to create maps, charts, and dashboards for insights

    • Implementing predictive modeling to forecast traffic patterns and optimize rou...

  • Answered by AI
  • Q2. Using graph network.
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Coding Test 

Duration - 1hr, Mostly questions are from Excel and SQL ( But a little knowledge of R and Python is very useful) .For me, it's knowing the concepts and answering no codes were ask to write.

Round 2 - One-on-one 

(1 Question)

  • Q1. Basic 1-on-1 round with your manager/ or any senior from the company
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
Selected Selected
Round 1 - Coding Test 

Hackerrank - SQL and Statistics

Round 2 - Case Study 

How to make a regression model

Round 3 - One-on-one 

(1 Question)

  • Q1. What was the definition of false positive and false negative
  • Ans. 

    False positive and false negative are terms used in data analysis to describe errors in classification models.

    • False positive refers to a situation where a test result incorrectly indicates the presence of a condition or attribute.

    • False negative refers to a situation where a test result incorrectly indicates the absence of a condition or attribute.

    • In medical field, false positive can occur when a healthy person is wrong...

  • Answered by AI

Skills evaluated in this interview

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

I applied via Naukri.com and was interviewed in Dec 2023. There were 2 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. This interview is in person interview. Interview is usually conducted by Tech lead and manager. They mostly focus on you Tech Stack. Majority of SQL questions were basen on aggregate function. And data war...
Round 2 - Client Interview 

(1 Question)

  • Q1. This round is virtual and mainly focuses on basic technical questions along with HR discussion.
Interview experience
5
Excellent
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Referral and was interviewed before Jan 2022. There were 4 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 - Case Study 

How to improve the customer experience in OYO and How to maximise the business impact for a hotel

Round 3 - Assignment 

Scrape data from booking.com for Bangalore hotels for 10th Dec’19 to 15th Dec’19 and create a dashboard for OYO Vs Non-OYO hotels comparison!!

Round 4 - HR 

(2 Questions)

  • Q1. Tell me about your Salary Expectations
  • Q2. When can I join OYO and what are the relocation help is needed

Interview Preparation Tips

Interview preparation tips for other job seekers - Keep basics cleared and be ready with good case study questions!!
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. About the views
  • Q2. About dulplicaye in a table

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