Ola Cabs
Principal Global Services Interview Questions and Answers
Q1. Case study- Ola has completed 2 years of operations at Jaipur without any competition. Suddenly Uber comes in Jaipur with ride charges 20% lower than Ola and driver incentives 20% more than that of Ola. What sh...
read moreOla should analyze the situation and take strategic actions to maintain its market share and competitive advantage.
Conduct a thorough analysis of the market, including customer preferences, demand, and competitor strategies.
Identify Ola's unique selling points and strengths compared to Uber.
Consider adjusting pricing strategies to remain competitive without compromising profitability.
Enhance driver incentives and benefits to retain and attract drivers.
Invest in marketing and ...read more
Q2. Q.1.) Which data analysis tools/software have you used before? Be thorough with at least one of R/SAS
I have experience using both R and SAS for data analysis.
I have used R for statistical analysis and data visualization.
I have used SAS for data management and statistical modeling.
I am familiar with R packages such as dplyr, ggplot2, and tidyr.
I have used SAS procedures like PROC SQL, PROC REG, and PROC MEANS.
I have experience in data cleaning, data manipulation, and data exploration using both R and SAS.
Q3. Q.4.) Case Study - 1.Aim was to maximize revenue by distributing demand between micro/mini and prime 2. Matching supply and demand during the day to increase utilization of cabs
The aim was to maximize revenue by distributing demand between micro/mini and prime cabs and matching supply and demand during the day to increase utilization.
Implement dynamic pricing to incentivize customers to choose micro/mini or prime cabs based on demand and availability
Use data analytics to identify peak demand hours and locations to allocate more cabs accordingly
Offer discounts or promotions during off-peak hours to encourage customers to use the service
Implement a re...read more
Q4. Q.1.)Have you dealt with large data sets in any of your projects?
Yes
I have dealt with large data sets in my previous projects.
In my internship, I worked on analyzing customer data for a retail company, which involved handling large datasets.
I used data visualization tools like Tableau to analyze and present insights from large datasets.
I have experience in using SQL queries to extract and manipulate large datasets.
I have also worked with big data technologies like Hadoop and Spark to process and analyze large datasets.
Q5. Case study- List out 3 parameters to judge ride quality
Parameters to judge ride quality
1. Comfort: Assess the level of comfort experienced by passengers during the ride. This includes factors such as seat cushioning, suspension system, and noise insulation.
2. Smoothness: Evaluate the smoothness of the ride by considering the absence of jolts, vibrations, and sudden movements. This can be measured by analyzing vehicle dynamics and suspension performance.
3. Stability: Determine the stability of the ride by assessing the vehicle's a...read more
Q6. Do you know coding?
Yes, I have coding knowledge.
I have experience in programming languages like Java, Python, and C++.
I have worked on projects involving web development, database management, and algorithm design.
I am familiar with concepts like object-oriented programming, data structures, and algorithms.
I have completed coding assignments and projects during my education and internships.
Q7. - The reason for interest in analytic
I am interested in analytics because it allows me to make data-driven decisions and solve complex problems.
I enjoy working with data and finding patterns and insights.
Analytics helps me understand customer behavior and preferences.
I believe analytics can drive business growth and improve efficiency.
I have experience using analytics tools such as Excel, Tableau, and Python.
Analytics can help identify areas for improvement and optimize processes.
I find satisfaction in using dat...read more
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