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Empower Your Journey with Personalized Mentorship

In the fast-paced world of technology, having a guide who understands the intricacies of the industry can be your biggest asset. Hi, I'm a Senior Developer and Architect with 13 years of global experience in delivering cutting-edge software solutions. From Big Data Analytics to cloud technologies like Azure, I've dedicated my career to mastering the art and science of technology.

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Are you ready to ace your SQL interviews and land your dream job at a FAANG company? You're in the right place! With 13 years of experience as a Senior Developer and Architect, I, Archana Goyal, am here to equip you with the skills and knowledge needed to conquer even the toughest SQL questions.

Introducing SQL Interview Mastery: FAANG-Style Question Bank – an extensive, curated collection of SQL questions that reflect the real challenges posed by top tech giants. This resource is designed for aspiring developers looking to shine in interviews and build a strong foundation in SQL.

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2f:T74e,

Looking to ace your next SQL interview with confidence? Whether you're an aspiring SQL Developer, Data Scientist, or Data Engineer, my comprehensive SQL Interview Question & Answers set is designed to help you stand out!

I'm Archana Goyal, a Senior Developer and architect with over 13 years of industry experience, delivering cutting-edge technology solutions globally. My expertise spans Big Data Analytics, cloud technologies, systems architecture, and database design.

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The entire guide can be divided into FANNG and NOnFAANG Prep strategy .

It contains Interview prep and format which helps to ubderstand what interviewer is actually looking for and where they need to focus. How the questions can be answered and expectations from each round.
There are practice quesions which will help you to access/practice before interview.
There are mock templates conataining questions from each round.

This material contains 2 word doc and one folder of Golden rules with 8 rules elaborated in separate word docs respectively.

Folder : Golden rules => 8 golden rules with tips and stratgies
Scenarios : Questions to try by yourself first with evaluation focus and follow up questions.
Solutions to the Scenarios with HLD diagrams.

How to Use

Pick a scenario, read the setup, and define metrics before checking solutions.
Each case includes approach, metrics, fact/dim models (dbdiagram.io), SQL, and edge cases.
Practice hands-on: load models, run SQL, and simulate 30–45 min interviews.
Use it as a workbook, not just reading, to build confidence

The entire guide can be divided into FANNG and NOnFAANG Prep strategy .

It contains Interview prep and format which helps to ubderstand what interviewer is actually looking for and where they need to focus. How the questions can be answered and expectations from each round.
There are practice quesions which will help you to access/practice before interview.
There are mock templates conataining questions from each round.

The entire guide can be divided into FANNG and NOnFAANG Prep strategy .

It contains Interview prep and format which helps to ubderstand what interviewer is actually looking for and where they need to focus. How the questions can be answered and expectations from each round.
There are practice quesions which will help you to access/practice before interview.
There are mock templates conataining questions from each round.

Unzip the folder to find 10 scenario files.

Each file contains a scenario with hints. Try solving it on your own!

It includes answers and step-by-step explanations on how to approach such questions.

Each scenario has at least 15 analytical SQL questions (some have more), and every SQL question has a section guiding your thought process. Finally, you’ll find solutions to all SQL queries.

The entire guide can be divided into FANNG and NOnFAANG Prep strategy .

It contains Interview prep and format which helps to ubderstand what interviewer is actually looking for and where they need to focus. How the questions can be answered and expectations from each round.
There are practice quesions which will help you to access/practice before interview.
There are mock templates conataining questions from each round.

https://medium.com/@bytesizedwisdom/how-to-master-behavioral-interviews-for-principal-data-engineers-faang-product-based-roles-4b3374bd7306

The page contains solutions in the format :

Questions

Scenario

Solution + Alertnative Solutions+ Different Approaches

Parameters To change

The content contains 11 pdf documents .

There is a document containing all kafka scenario based questions with hints to try by yourself .

Rest 10 documents conatisn solutions to each scenario.

Every Scenario Includes:

Problem Context (business use case + pain points)
Full Solution (SQL, PySpark, Streaming logic)
Data Scale + Velocity (records/day, latency expectations)
Processing Time + Compute Notes (e.g., Spark cluster recommendations)
Optimization Cheatsheets (e.g., indexing, caching, pruning, tuning)

This material includes three PDFs of FAANG SQL questions: Easy (15) – basic aggregations, filters, joins; real-world scenarios like “Top customers” and “Orders per region.” Medium (15) – window functions, cohort analysis, streak detection; scenarios like “Customer retention” and “Refund rate analysis.” Hard (15) – recursive CTEs, running medians, anomaly detection; includes scaling and performance insights for FAANG-scale datasets.

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You can extract the zip files and can go through the questions with solution.

I would suggest try your own first and then proceed to look at the solutions.

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Feel free to reach out to me on LInkedIn / via priority DM on Topmate if you came across any issues . I would be happy to help.

If you are moving from some other stream to Data engineer , i would suggest to connect .

If you would like to connect for resume review , please book from topmate.

Feel free to reach out to me on LInkedIn / via priority DM on Topmate if you came across any issues . I would be happy to help.

If you are moving from some other stream to Data engineer , i would suggest to connect .

If you would like to conenct for resume review , please book from topmate.

Feel free to reach out to me on LInkedIn / via priority DM on Topmate if you came across any issues . I would be happy to help.

If you are moving from some other stream to Data engineer , i would suggest to connect .

If you would like to conenct for resume review , please book from topmate.

Snowflake Interview Prep with Archana Goyal

Archana Goyal

Snowflake Interview Prep

About this session