Linedata Interview Questions, Process, and Tips

Snowflake has limitations such as maximum table size, maximum number of columns, and maximum number of concurrent queries.

• Snowflake has a maximum table size of 16TB for all tables, including temporary and transient tables.

• There is a limit of 1600 columns per table in Snowflake.

• Snowflake has a maximum of 10,000 concurrent queries per account.

• There are also limitations on the number of objects (databases, schemas, tables

Use SQL functions like SUBSTRING and CHARINDEX to split staged data's row into separate columns

• Use SUBSTRING function to extract specific parts of the row

• Use CHARINDEX function to find the position of a specific character in the row

• Use CASE statements to create separate columns based on conditions

Monitor overnight data load job in Snowflake

• Set up alerts and notifications for job completion or failure

• Check job logs for any errors or issues

• Monitor resource usage during the data load process

• Use Snowflake's query history to track job progress

• Implement automated retries in case of failures

I analyse credit metrics of a firm by evaluating financial statements, debt levels, profitability, liquidity, and industry trends.

• Reviewing financial statements to assess revenue, expenses, and profitability

• Analyzing debt levels and debt-to-equity ratios to evaluate financial leverage

• Assessing liquidity ratios such as current ratio and quick ratio to determine short-term solvency

• Examining industry trends and economic f...read more

Contractual obligations are legally binding agreements between parties, while structural obligations are inherent responsibilities within a system or organization.

• Contractual obligations are based on agreements between parties, often outlined in contracts or agreements.

• Structural obligations are inherent responsibilities within a system or organization, such as following policies and procedures.

• Contractual obligations ...read more

NAV stands for Net Asset Value, GAV stands for Gross Asset Value, Hedge Funds are investment funds that use various strategies to generate returns, and the most important financial statement is the balance sheet.

• NAV is the value of a fund's assets minus its liabilities, calculated on a per-share basis.

• GAV is the total value of a fund's assets before accounting for expenses or fees.

• Hedge Funds are alternative investment...read more

Hedge funds, futures, and options are financial instruments used for investment and risk management in the stock market.

• Hedge funds are investment funds that use various strategies to generate high returns for investors.

• Futures are financial contracts that obligate the buyer to purchase an asset or the seller to sell an asset at a predetermined price on a specified future date.

• Options are financial contracts that give ...read more