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Primary market is where new securities are issued and sold for the first time, while secondary market is where already issued securities are traded among investors.
Primary market is also known as the new issue market.
Companies issue securities in the primary market to raise capital.
Investors buy securities in the primary market directly from the issuer.
Secondary market is also known as the stock market.
Investors b...
Balancing feature costs involves prioritizing based on user needs and business goals.
Identify user needs and prioritize features accordingly
Consider the impact on business goals and revenue
Evaluate the cost of development and maintenance
Use data and feedback to make informed decisions
Consider the potential impact on user experience
Prioritize features that align with the product roadmap
Consider the competition and ...
Product managers play a crucial role in UI and UX design by collaborating with designers and developers to ensure a seamless user experience.
Product managers work closely with designers and developers to ensure that the UI and UX align with the product vision and goals.
They use various tools such as wireframing and prototyping software to create and test designs.
Product managers also conduct user research and gath...
EPS stands for Earnings Per Share. Balance sheet always matches due to the fundamental accounting equation.
EPS is a financial metric that measures the profit earned by a company per outstanding share of common stock.
It is calculated by dividing the net income of the company by the total number of outstanding shares.
Balance sheet always matches because of the fundamental accounting equation which states that assets...
Understanding accounting rules in Excel is crucial for accurate financial reporting and analysis.
Use formulas like SUM, AVERAGE, and IF to automate calculations.
Implement data validation to ensure accurate data entry (e.g., restrict entries to certain ranges).
Utilize pivot tables for summarizing large datasets efficiently.
Apply conditional formatting to highlight key financial metrics (e.g., profit margins below a...
Depreciation in cash flow statement is a non-cash expense that reduces net income but does not impact cash flow.
Depreciation is added back to net income in the cash flow statement because it is a non-cash expense.
It represents the allocation of the cost of an asset over its useful life.
Depreciation is important for assessing the true cash flow generated by a business.
It is typically found in the operating activiti...
Excel formulas are used to perform calculations and manipulate data in Excel spreadsheets.
Excel formulas start with an equal sign (=) followed by the function or calculation.
Common Excel functions include SUM, AVERAGE, IF, VLOOKUP, and CONCATENATE.
Formulas can reference cells, ranges, or other worksheets in the same workbook.
Excel formulas can be used to perform mathematical operations, logical comparisons, text m...
The day to day work flow of a Data Specialist involves collecting, analyzing, and interpreting data to provide insights and support decision-making.
Collecting data from various sources such as databases, APIs, and spreadsheets
Cleaning and organizing data to ensure accuracy and consistency
Analyzing data using statistical methods and data visualization tools
Interpreting data to identify trends, patterns, and insight...
Book building process is a method used by companies to determine the price at which their shares will be offered to the public.
Companies invite bids from investors for their shares during a specified period.
Based on the bids received, the final price of the shares is determined.
The process helps in gauging investor interest and setting an optimal price for the shares.
Book building is commonly used in initial publi...
Angel investors are individuals who provide financial backing for small startups or entrepreneurs, typically in exchange for ownership equity in the company.
Angel investors are usually wealthy individuals who invest their own money into early-stage companies.
They often provide not only funding but also mentorship and guidance to the entrepreneurs.
Angel investors typically invest in industries they are familiar wit...
Quant ,Reading and logical reasoning test
I appeared for an interview in May 2025, where I was asked the following questions.
My expertise enhances team collaboration, streamlines processes, and fosters a culture of continuous improvement within the Scrum framework.
Facilitating effective communication: I implement regular check-ins and retrospectives to ensure everyone is aligned and any blockers are addressed promptly.
Coaching on Agile principles: I provide training sessions on Agile methodologies, helping team members understand their roles...
Managing scope creep involves clear communication, stakeholder engagement, and strict change control processes.
Establish a clear project scope at the beginning, detailing deliverables and boundaries.
Implement a change control process where any new requests are evaluated for impact on time and resources.
Regularly communicate with stakeholders to ensure alignment and manage expectations.
Use Agile methodologies to adapt t...
Assessing team predictability in SAFe involves evaluating performance metrics, delivery consistency, and team dynamics.
Review historical velocity data to identify trends and consistency over time.
Analyze the predictability of delivery by examining the percentage of committed work completed in each iteration.
Conduct regular retrospectives to gather team feedback on processes and identify areas for improvement.
Utilize me...
Scrum Masters face challenges like team dynamics, resistance to change, and ensuring effective communication.
Managing team dynamics: A Scrum Master must navigate different personalities and conflicts within the team, ensuring collaboration.
Resistance to change: Teams may resist adopting Scrum practices; for example, a team might be reluctant to hold daily stand-ups.
Ensuring effective communication: A Scrum Master needs...
Collaborating with the PO on user stories can enhance clarity and prioritization for the team.
Conducted joint workshops to brainstorm user stories, ensuring alignment on project goals.
Utilized story mapping techniques to visualize user journeys and prioritize features effectively.
Incorporated feedback from stakeholders during sprint reviews to adjust priorities based on user needs.
Employed the MoSCoW method (Must have,...
Depreciation in cash flow statement is a non-cash expense that reduces net income but does not impact cash flow.
Depreciation is added back to net income in the cash flow statement because it is a non-cash expense.
It represents the allocation of the cost of an asset over its useful life.
Depreciation is important for assessing the true cash flow generated by a business.
It is typically found in the operating activities se...
Excel formulas are used to perform calculations and manipulate data in Excel spreadsheets.
Excel formulas start with an equal sign (=) followed by the function or calculation.
Common Excel functions include SUM, AVERAGE, IF, VLOOKUP, and CONCATENATE.
Formulas can reference cells, ranges, or other worksheets in the same workbook.
Excel formulas can be used to perform mathematical operations, logical comparisons, text manipu...
I applied via Company Website and was interviewed in Aug 2024. There was 1 interview round.
Kafka is run in cluster mode by setting up multiple Kafka brokers to distribute data and provide fault tolerance.
Set up multiple Kafka brokers on different machines.
Configure each broker with unique broker.id and port number.
Update the server.properties file on each broker to specify the Zookeeper connection string.
Start each broker individually to join the cluster.
Use replication factor and partitioning to ensure faul...
I applied via Approached by Company and was interviewed in Aug 2024. There was 1 interview round.
To get the 3rd last node of a linked list, we can use two pointers approach.
Start two pointers at the head of the linked list
Move the first pointer to the 3rd node from the beginning
Then move both pointers one node at a time until the first pointer reaches the end
I appeared for an interview in Aug 2024.
I appeared for an interview in Mar 2025, where I was asked the following questions.
CAGR measures annual growth rate over time, while IRR calculates the profitability of investments considering cash flows.
CAGR (Compound Annual Growth Rate) shows the mean annual growth rate of an investment over a specified time period.
IRR (Internal Rate of Return) is the discount rate that makes the net present value (NPV) of all cash flows from an investment equal to zero.
Example of CAGR: If an investment grows from ...
The three financial statements are the income statement, balance sheet, and cash flow statement, each serving distinct purposes.
Income Statement: Shows revenues and expenses over a period, e.g., a company earned $1M and spent $800K, resulting in a $200K profit.
Balance Sheet: Snapshot of assets, liabilities, and equity at a specific date, e.g., a company has $500K in assets and $300K in liabilities.
Cash Flow Statement: ...
The yield curve illustrates the relationship between interest rates and different maturities of debt securities.
The yield curve typically slopes upward, indicating higher yields for longer maturities.
A flat yield curve suggests that investors expect little change in interest rates.
An inverted yield curve can signal an impending recession, as short-term rates exceed long-term rates.
For example, a 10-year bond might yiel...
Simple Apti Questions
I appeared for an interview in Dec 2024.
Use CSS to create a backdrop for a webpage.
Use the 'background' property to set the color or image of the backdrop.
Set the 'position' property to 'fixed' to ensure the backdrop covers the entire viewport.
Adjust the 'z-index' property to ensure the backdrop is behind other elements.
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Some of the top questions asked at the S&P Global interview for experienced candidates -
The duration of S&P Global interview process can vary, but typically it takes about less than 2 weeks to complete.
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