Data Operations Analyst

Data Operations Analyst Interview Questions and Answers

Updated 25 Feb 2025
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Q1. During a marketing campaign on ecommerce sites( ex: big billion days) , how do prices and discount percentage are decided??List the factors!

Ans.

Factors affecting pricing and discount percentage during ecommerce marketing campaigns.

  • Competitor pricing and discounts

  • Profit margins

  • Inventory levels

  • Customer demand

  • Marketing budget

  • Product popularity

  • Seasonal trends

  • Target audience

  • Sales goals

  • Promotional strategy

Q2. The data cleaning process in excel. What would be the things you consider if you get a raw data

Ans.

When cleaning raw data in Excel, consider removing duplicates, handling missing values, formatting data types, and checking for errors.

  • Remove duplicates to ensure data accuracy

  • Handle missing values by either filling them in or removing them

  • Format data types correctly (e.g. dates, numbers)

  • Check for errors and inconsistencies in the data

Data Operations Analyst Interview Questions and Answers for Freshers

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Q3. behavioral Question: How do you resolve the conflict?

Ans.

I resolve conflicts by actively listening, understanding all perspectives, finding common ground, and proposing solutions.

  • Actively listen to all parties involved to understand their perspectives

  • Identify common ground and areas of agreement

  • Propose solutions that address the concerns of all parties

  • Seek input from team members or stakeholders to reach a consensus

  • Maintain open communication throughout the conflict resolution process

Q4. Tools you learnt with better understanding

Ans.

I have a better understanding of tools like SQL, Excel, and Tableau.

  • Proficient in SQL for data querying and manipulation

  • Advanced Excel skills for data analysis and visualization

  • Experience in creating interactive dashboards using Tableau

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Q5. What is Vlookup and Pivot

Ans.

Vlookup is a function in Excel used to search for a value in a table and return a corresponding value. Pivot is a feature in Excel used to summarize and analyze data.

  • Vlookup is used to search for a value in the leftmost column of a table and return a value in the same row from a specified column.

  • Pivot tables are used to summarize, analyze, explore, and present data in a more structured and organized way.

  • Vlookup is commonly used for data analysis and data manipulation tasks.

  • Pi...read more

Q6. Extract second highest salary

Ans.

Use SQL query with ORDER BY and LIMIT to extract second highest salary

  • Use SQL query: SELECT DISTINCT Salary FROM Employees ORDER BY Salary DESC LIMIT 1, 1

  • Make sure to use DISTINCT to handle cases where multiple employees have the same salary

  • ORDER BY Salary DESC will sort the salaries in descending order

  • LIMIT 1, 1 will skip the first highest salary and return the second highest salary

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Q7. Types of joins in SQL

Ans.

Types of joins in SQL include inner join, left join, right join, and full outer join.

  • Inner join: Returns rows when there is a match in both tables.

  • Left join: Returns all rows from the left table and the matched rows from the right table.

  • Right join: Returns all rows from the right table and the matched rows from the left table.

  • Full outer join: Returns rows when there is a match in either table.

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