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Micro partitioning in Snowflake is a feature that allows data to be stored in smaller, more manageable chunks for improved query performance.
Micro partitions are automatically created by Snowflake to store data within a table.
They are immutable and contain a subset of the table's data, making it easier to access and query specific data.
Micro partitions help in optimizing query performance by reducing the amount of...
Data warehousing in Snowflake is a cloud-based data storage and analytics platform that allows users to store and analyze large volumes of data.
Snowflake provides a centralized repository for storing structured and semi-structured data.
It enables users to run complex queries and perform analytics on large datasets.
Snowflake's architecture separates storage and compute, allowing for scalable and efficient data proc...
P2P cycle refers to Procure-to-Pay cycle, which involves the process of obtaining goods or services from a vendor and paying for them.
Purchase requisition is created to request goods or services
Purchase order is issued to the vendor
Goods or services are received and inspected
Invoice is received from the vendor
Payment is made to the vendor
GL accounts are used in accounting to track financial transactions and categorize them into different types of assets, liabilities, equity, revenue, and expenses.
GL accounts are part of the general ledger, which is a complete record of all financial transactions of a company.
Each GL account has a unique number and name to identify it.
GL accounts are used to organize financial information and prepare financial stat...
SOLID principles are a set of five design principles that help 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 with objects of it...
Investment banking involves providing financial services to corporations, governments, and other institutions.
Helps companies raise capital through issuing stocks and bonds
Advises on mergers and acquisitions
Provides financial advisory services
Assists with restructuring and reorganization
Engages in trading and market-making activities
Examples: Goldman Sachs, J.P. Morgan, Morgan Stanley
Mutual funds are investment vehicles that pool money from multiple investors to invest in a diversified portfolio of securities.
Mutual funds are managed by professional fund managers who make investment decisions on behalf of the investors.
Investors can buy shares of mutual funds, which represent their ownership in the fund's portfolio.
Mutual funds offer diversification, liquidity, and professional management to i...
Developed a data pipeline to ingest, clean, and analyze customer feedback data for a retail company.
Designed and implemented ETL processes to extract data from various sources
Used tools like Apache Spark and Python for data processing
Built data models to analyze sentiment and trends in customer feedback
Generated visualizations and reports for stakeholders
Capital market is where individuals and institutions trade financial securities.
Capital market is a place where companies and governments can raise long-term funds by issuing stocks and bonds.
Investors can buy and sell these securities through stock exchanges like NYSE or NASDAQ.
The prices of securities in the capital market are determined by supply and demand.
Capital market plays a crucial role in the economy by ...
Derivatives are financial instruments whose value is derived from an underlying asset or group of assets.
Derivatives can be used for hedging, speculation, or arbitrage.
Common types of derivatives include options, futures, forwards, and swaps.
Derivatives allow investors to take on leverage and potentially amplify returns.
They are traded on exchanges or over-the-counter (OTC) markets.
Derivatives are used in various ...
Cloud migration involves moving data, applications, and processes from on-premises servers to cloud infrastructure.
Assess current infrastructure and identify workloads to migrate
Choose the right cloud provider and migration strategy
Plan for data transfer, security, and compliance
Execute migration with minimal downtime and monitor performance
Optimize resources and costs post-migration
Migration tools process and experience
Migration tools help transfer data from one system to another seamlessly
Experience with various migration tools such as AWS Database Migration Service, Carbonite Migrate, etc.
Understanding of data mapping, transformation, and validation processes
Ability to troubleshoot migration issues and ensure data integrity
Collaboration with stakeholders to plan and execute migration strategies
I appeared for an interview in May 2025, where I was asked the following questions.
Bonds are debt securities used by entities to raise capital, with various types catering to different investor needs.
Government Bonds: Issued by national governments, e.g., U.S. Treasury Bonds.
Corporate Bonds: Issued by companies to raise funds, e.g., Apple Inc. bonds.
Municipal Bonds: Issued by local governments, often tax-exempt, e.g., city infrastructure bonds.
Zero-Coupon Bonds: Sold at a discount and pay no interest...
Equity shares represent ownership in a company, entitling shareholders to dividends and voting rights.
Ordinary Shares: Commonly issued, providing voting rights and dividends (e.g., Apple Inc. shares).
Preference Shares: Fixed dividends, priority over ordinary shares in asset liquidation (e.g., preferred stock of Ford).
Redeemable Shares: Can be bought back by the company at a future date (e.g., redeemable preference shar...
Preference shares are equity securities with preferential rights over common shares, often providing fixed dividends.
Cumulative Preference Shares: Unpaid dividends accumulate. Example: If a company skips a dividend, it must pay it later.
Non-Cumulative Preference Shares: No accumulation of unpaid dividends. Example: If dividends are not declared, shareholders lose those payments.
Participating Preference Shares: Sharehol...
Preference shares are equity securities with preferential rights over common shares, often providing fixed dividends.
Cumulative Preference Shares: Unpaid dividends accumulate; e.g., if a company skips a dividend, it must pay it later.
Non-Cumulative Preference Shares: No accumulation of unpaid dividends; e.g., if a dividend is missed, shareholders lose that payment.
Participating Preference Shares: Shareholders can parti...
Equity shares represent ownership in a company, with various types catering to different investor needs and rights.
Ordinary Shares: Commonly issued, providing voting rights and dividends (e.g., shares of Apple Inc.).
Preference Shares: Offer fixed dividends and priority over ordinary shares in asset liquidation (e.g., preferred stock of Bank of America).
Cumulative Preference Shares: Accumulate unpaid dividends, ensuring...
I applied via Referral and was interviewed in Jun 2024. There were 3 interview rounds.
ArrayList in Java sorts data using the Collections.sort() method, which employs a dual-pivot quicksort algorithm.
ArrayList uses the Collections.sort() method for sorting.
The sorting mechanism is based on the dual-pivot quicksort algorithm.
Example: Sorting an array of strings like ['banana', 'apple', 'cherry'] results in ['apple', 'banana', 'cherry'].
The sort is stable, meaning equal elements maintain their relative ord...
Please tell me about solid principle
Design patterns are reusable solutions to common problems in software design.
Design patterns help in creating maintainable and scalable code.
They provide a common language for developers to communicate about solutions.
Examples include Singleton, Factory, Observer, and Strategy patterns.
Parameters are values passed to a function, while variables are used to store data within a program.
Parameters are specified in the function definition, while variables are declared within the function body.
Parameters are used to pass values into a function, while variables are used to store values for later use.
Example: function add(num1, num2) { return num1 + num2; } - num1 and num2 are parameters, while result is st...
I appeared for an interview in Nov 2024.
I appeared for an interview in Aug 2024.
To create an EC2 instance using Terraform, you need to define the instance configuration in a Terraform file and then apply the configuration using Terraform commands.
Define the EC2 instance configuration in a Terraform file using the 'aws_instance' resource type
Specify the instance type, AMI ID, key pair, security group, and other necessary parameters in the configuration
Run 'terraform init' to initialize the Terrafor...
I appeared for an interview in Mar 2025, where I was asked the following questions.
Capital markets are platforms for buying and selling financial securities, facilitating investment and funding for businesses and governments.
Capital markets include stock markets (e.g., NYSE, NASDAQ) where shares of companies are traded.
They also encompass bond markets where debt securities are issued and traded, such as U.S. Treasury bonds.
These markets enable companies to raise capital for expansion and operations b...
Apptitude questions logical and technical questions and queries
I applied via Job Portal and was interviewed in Jun 2024. There were 2 interview rounds.
Simple aptitude test
Changing domain to improve security and efficiency.
Current domain lacks necessary security measures.
New domain offers better performance and scalability.
Migration to new domain aligns with company's strategic goals.
I expect a competitive salary based on industry standards and am open to rotational shifts for flexibility and team support.
My expected salary is in the range of $70,000 to $80,000, depending on the responsibilities and benefits offered.
I believe in the importance of teamwork and am willing to work in rotational shifts to ensure coverage and support for the team.
For example, in my previous role, I successfully managed ...
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