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Nielsen's clients are primarily companies in the media and consumer goods industries.
Media companies such as NBCUniversal, CBS, and ESPN
Consumer goods companies such as Procter & Gamble, Coca-Cola, and Nestle
Retailers such as Walmart and Target
Advertising agencies
Government organizations
Revenue recognition is the process of identifying and recording revenue earned by a company.
Revenue is recognized when it is earned and realizable
Revenue is earned when goods or services are delivered
Revenue is realizable when payment is expected
Revenue is recognized at the fair value of the consideration received or receivable
Revenue recognition principles vary by industry and accounting standards
I have extensive experience with the Spaceman product.
I have been using the Spaceman product for the past five years.
During my time as a manager at XYZ Company, I successfully implemented the Spaceman product to streamline our inventory management process.
I have attended multiple training sessions and workshops to enhance my knowledge and skills in using the Spaceman product.
I have also trained and mentored my tea...
NielsenIQ is a global measurement and data analytics company that provides insights into consumer behavior and market trends.
NielsenIQ offers a range of services including market research, media measurement, and consumer behavior analysis.
The company uses advanced data analytics and technology to provide clients with actionable insights.
NielsenIQ operates in over 100 countries and works with leading brands across ...
A pivot table summarizes data, while VLOOKUP searches for values in Excel.
Pivot Table: A tool to summarize large datasets, allowing for quick analysis.
To create a pivot table, select your data range, go to 'Insert' > 'PivotTable'.
Drag fields to Rows, Columns, and Values areas to organize data.
Example: Summarize sales data by product and region using a pivot table.
VLOOKUP: A function to search for a value in the...
Iterating effectively in a dataset involves understanding the data structure, setting clear objectives, using appropriate tools, and analyzing results.
Understand the data structure and variables before starting the iteration process.
Set clear objectives and define the criteria for success to guide the iteration.
Use appropriate tools such as programming languages or statistical software to efficiently iterate throu...
FMCG market refers to the fast-moving consumer goods sector, characterized by quick sales and low-cost products.
Includes products like groceries, toiletries, and beverages.
Examples: Coca-Cola, Unilever, Procter & Gamble.
High volume, low margin business model.
Products are typically sold in large quantities.
FMCG companies rely on extensive distribution networks.
Set theory is a branch of mathematical logic that studies sets, which are collections of objects.
Set theory deals with the study of sets and their properties.
Sets can be defined by listing their elements or by using set-builder notation.
Operations on sets include union, intersection, and complement.
Venn diagrams are often used to visualize relationships between sets.
Set theory forms the foundation of many branches...
Ticketing system design involves creating a platform for users to submit, track, and resolve issues or requests.
Design a user-friendly interface for submitting tickets
Implement a system for assigning tickets to appropriate teams or individuals
Include features for tracking ticket status and communication with users
Consider scalability and performance of the system
Integrate with other tools or systems for seamless w...
Types of methodologies include qualitative, quantitative, mixed methods, and action research.
Qualitative methodology focuses on understanding human behavior and experiences through methods like interviews and observations.
Quantitative methodology involves collecting numerical data and analyzing it statistically.
Mixed methods combine qualitative and quantitative approaches to provide a comprehensive understanding o...
I appeared for an interview in May 2025, where I was asked the following questions.
I am a detail-oriented Data Processing Specialist with a passion for optimizing data workflows and ensuring data integrity.
Currently employed at XYZ Corp, where I manage data entry and processing for client projects.
Implemented a new data validation process that reduced errors by 30%.
Skilled in using SQL and Excel for data analysis and reporting.
Collaborated with cross-functional teams to streamline data collection met...
A pivot table summarizes data, while VLOOKUP searches for values in Excel.
Pivot Table: A tool to summarize large datasets, allowing for quick analysis.
To create a pivot table, select your data range, go to 'Insert' > 'PivotTable'.
Drag fields to Rows, Columns, and Values areas to organize data.
Example: Summarize sales data by product and region using a pivot table.
VLOOKUP: A function to search for a value in the firs...
NIQ, or NielsenIQ, specializes in data analytics and insights for consumer behavior across various industries.
NIQ provides market research and analytics services to help businesses understand consumer trends.
They utilize advanced data science techniques to analyze purchasing behavior and market dynamics.
NIQ operates globally, offering insights in sectors like retail, FMCG, and e-commerce.
For example, they track sales d...
FMCG market refers to the fast-moving consumer goods sector, characterized by quick sales and low-cost products.
Includes products like groceries, toiletries, and beverages.
Examples: Coca-Cola, Unilever, Procter & Gamble.
High volume, low margin business model.
Products are typically sold in large quantities.
FMCG companies rely on extensive distribution networks.
I appeared for an interview in Mar 2025, where I was asked the following questions.
Detail-oriented Data Processing Specialist with a strong background in data management and analysis, committed to delivering accurate results.
Education: Bachelor's degree in Computer Science, focusing on data analytics.
Experience: 3 years as a data analyst at XYZ Corp, improving data processing efficiency by 20%.
Skills: Proficient in SQL, Python, and data visualization tools like Tableau.
Family Background: Grew up in a...
I have over 5 years of experience as a Data Processing Specialist, focusing on data analysis and management in various industries.
Managed large datasets, ensuring data integrity and accuracy for reporting purposes.
Developed automated data processing workflows using Python and SQL, reducing processing time by 30%.
Collaborated with cross-functional teams to identify data needs and provide actionable insights.
Conducted da...
INDEX in Excel retrieves the value of a cell in a specified row and column from a given range.
INDEX can return a single value or an array of values from a specified range.
Syntax: INDEX(array, row_num, [column_num]). Example: INDEX(A1:C3, 2, 2) returns the value in the second row and second column.
It can be used in combination with other functions like MATCH for dynamic data retrieval.
INDEX is often used in data analysi...
I appeared for an interview in May 2025, where I was asked the following questions.
Use MySQL query with ORDER BY and LIMIT to find employee with 2nd highest salary.
Use ORDER BY salary DESC to sort salaries in descending order
Use LIMIT 1,1 to skip the highest salary and get the second highest salary
A branch in git is a separate line of development that allows you to work on features or fixes without affecting the main codebase.
Branches allow for parallel development
They can be created, switched between, merged, and deleted
Common branches include master, develop, feature branches, and release branches
Stored procedure is a precompiled collection of SQL statements that can be executed by calling the procedure name.
Stored procedures are used to encapsulate and group SQL code for reuse and performance optimization.
They can accept input parameters and return output parameters.
Stored procedures can be called from applications or other stored procedures.
They are stored in the database and can be executed multiple times wi...
Joins are used in databases to combine rows from two or more tables based on a related column between them.
Joins are used to retrieve data from multiple tables based on a related column between them
Common types of joins include INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN
INNER JOIN returns rows when there is at least one match in both tables
LEFT JOIN returns all rows from the left table and the matched rows from th...
I applied via Referral and was interviewed in Jul 2024. There was 1 interview round.
To cleanup disk, you can use disk cleanup tools, delete unnecessary files, uninstall unused programs, and empty the recycle bin.
Use disk cleanup tools like Disk Cleanup in Windows or CleanMyMac in macOS to remove temporary files and other unnecessary data
Delete unnecessary files and folders that are taking up space on the disk
Uninstall unused programs or applications to free up disk space
Empty the recycle bin to perman...
I applied via Naukri.com and was interviewed in May 2024. There were 3 interview rounds.
I applied via Recruitment Consulltant
Online coding test with spring boot rest API and a java problem solving.
Design a REST API for a backend Java developer
Define the resources and endpoints
Use HTTP methods like GET, POST, PUT, DELETE
Implement authentication and authorization
Use JSON for data exchange
Include error handling and status codes
Use Java Stream API to create a map of names and their corresponding vowel counts.
Use Stream.of() to create a stream from the array of names.
Map each name to its vowel count using a custom method.
Collect the results into a Map using Collectors.toMap().
Example: For names ['Alice', 'Bob'], the output would be {'Alice': 3, 'Bob': 1}.
I applied via Job Portal and was interviewed in May 2024. There was 1 interview round.
List is an ordered collection of elements with duplicates allowed, while set is an unordered collection of unique elements.
List maintains the order of elements, while set does not guarantee any specific order.
List allows duplicate elements, while set does not allow duplicates.
Example: List - [1, 2, 3, 1], Set - {1, 2, 3}
Optimizing PySpark involves tuning configurations, using efficient transformations/actions, and leveraging caching.
Tune PySpark configurations for optimal performance (e.g. adjusting memory settings, parallelism)
Use efficient transformations/actions to minimize unnecessary data shuffling (e.g. using narrow transformations like map instead of wide transformations like groupByKey)
Leverage caching to persist intermediate ...
SOLID principles are a set of five design principles in object-oriented programming to make software designs more understandable, flexible, and maintainable.
S - Single Responsibility Principle: A class should have only one reason to change.
O - Open/Closed Principle: Software entities should be open for extension but closed for modification.
L - Liskov Substitution Principle: Objects of a superclass should be replaceable...
Ticketing system design involves creating a platform for users to submit, track, and resolve issues or requests.
Design a user-friendly interface for submitting tickets
Implement a system for assigning tickets to appropriate teams or individuals
Include features for tracking ticket status and communication with users
Consider scalability and performance of the system
Integrate with other tools or systems for seamless workfl...
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The duration of NielsenIQ interview process can vary, but typically it takes about less than 2 weeks to complete.
based on 59 interview experiences
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