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ANZ Operations & Technology

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Interview Questions and Answers

Updated 8 Nov 2024

Q1. Build ETL pipeline on cloud

Ans.

ETL pipeline on cloud involves extracting data from various sources, transforming it, and loading it into a cloud-based data warehouse.

  • Use cloud-based ETL tools like AWS Glue, Google Cloud Dataflow, or Azure Data Factory to extract, transform, and load data.

  • Design the pipeline to handle large volumes of data efficiently and securely.

  • Utilize serverless computing and auto-scaling capabilities of cloud platforms to optimize performance.

  • Monitor and manage the pipeline using cloud...read more

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Q2. Data Modelling techniques

Ans.

Data modelling techniques involve creating a visual representation of data relationships and structures.

  • Identifying entities and their relationships

  • Creating entity-relationship diagrams

  • Normalizing data to reduce redundancy

  • Using tools like ERwin, Visio, or Lucidchart

  • Implementing data models in databases

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Q3. Data Warehouse implementation

Ans.

Data Warehouse implementation involves designing, building, and maintaining a centralized repository for storing and analyzing data.

  • Designing the data warehouse schema to meet business requirements

  • Extracting, transforming, and loading data from various sources into the warehouse

  • Implementing data quality processes to ensure accuracy and consistency

  • Creating data models and reports for analysis and decision-making

  • Optimizing query performance for efficient data retrieval

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Q4. Are you comfortable with rotational shift

Ans.

Yes, I am comfortable with rotational shifts.

  • I have previously worked in rotational shifts and have adapted well to the schedule.

  • I understand the importance of being flexible and available to work during different hours.

  • I am willing to adjust my personal schedule to accommodate the rotational shifts.

  • I believe that working in different shifts can provide a diverse work experience and help me develop new skills.

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Q5. Tell something about the topic given

Ans.

I'm sorry, but you haven't provided a topic for me to talk about.

  • Please provide a topic for me to discuss.

  • I am happy to share my knowledge and expertise on a variety of subjects.

  • If you have any specific questions or areas of interest, please let me know.

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Q6. What's KYC? end to end KYC operations.

Ans.

KYC stands for Know Your Customer. It is a process of verifying the identity of a customer before providing services.

  • KYC is a regulatory requirement for financial institutions to prevent money laundering and terrorist financing.

  • It involves collecting and verifying customer information such as name, address, date of birth, and government-issued ID.

  • End-to-end KYC operations refer to the entire process from onboarding a customer to ongoing monitoring and updating of customer inf...read more

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Q7. how you calculate the tdi and mdi of a customer in sql

Ans.

To calculate TDI and MDI of a customer in SQL, you need to aggregate and analyze the customer's transaction data.

  • Calculate Total Daily Income (TDI) by summing up the income of the customer for each day.

  • Calculate Monthly Daily Income (MDI) by averaging the TDI for each day in a month.

  • Use SQL functions like SUM, AVG, and GROUP BY to perform the calculations.

  • Example: SELECT SUM(income) AS TDI, AVG(income) AS MDI FROM transactions WHERE customer_id = '123' GROUP BY date

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