HSBC Group Senior Analyst Interview Questions, Process, and Tips

I excel in team environments by actively listening, collaborating, and contributing my expertise to achieve common goals.

• I actively listen to team members' ideas and feedback

• I collaborate effectively by sharing my expertise and working towards common goals

• I communicate openly and respectfully with team members

• I adapt to different working styles and personalities within the team

• I take initiative and contribute positivel...read more

Data pipeline flow involves data ingestion, processing, storage, and analysis.

• Data is first ingested from various sources such as databases, APIs, or files.

• The data is then processed to clean, transform, and enrich it for analysis.

• Processed data is stored in a data warehouse, data lake, or other storage solutions.

• Finally, the data is analyzed using tools like SQL, Python, or BI platforms to derive insights.

• Example: Dat...read more

ML project involves using algorithms to analyze data, make predictions, and automate decision-making processes.

• Identify problem and define project goals

• Collect and preprocess data

• Select appropriate machine learning algorithm

• Train and test the model

• Evaluate model performance

• Deploy model in production

To understand customer behaviour based on credit card transaction, I would analyze spending patterns, transaction frequency, and purchase categories.

• Analyze spending patterns to identify high and low spenders

• Analyze transaction frequency to identify regular and irregular customers

• Analyze purchase categories to identify customer preferences and interests

• Use data visualization tools to identify trends and patterns

• Compare...read more

Different types of join include inner, outer, left, right, cross, and self join.

• Inner join returns only the matching rows from both tables.

• Outer join returns all rows from both tables and null values for non-matching rows.

• Left join returns all rows from the left table and null values for non-matching rows from the right table.

• Right join returns all rows from the right table and null values for non-matching rows from th...read more

Banking products include savings accounts, checking accounts, loans, credit cards, and investment accounts.

• Savings accounts: earn interest on deposited funds

• Checking accounts: used for daily transactions and bill payments

• Loans: borrowed money with interest

• Credit cards: allows purchases on credit with interest

• Investment accounts: used to invest in stocks, bonds, and mutual funds