1. Can you describe your experience with modern Python development practices? How do you ensure high-quality code? Can you describe your experience with modern Python development practices? How do you ensure high-quality code?
2. What approach do you take when implementing Test-Driven Development (TDD) in your projects? What approach do you take when implementing Test-Driven Development (TDD) in your projects?
3. Discuss your familiarity with AWS services such as SageMaker or S3. Can you provide an example of how you've used these in a project? Discuss your familiarity with AWS services such as SageMaker or S3. Can you provide an example of how you've used these in a project?
4. Have you worked with Infrastructure-as-Code tools like CDK or CloudFormation? What challenges did you encounter, and how did you overcome them? Have you worked with Infrastructure-as-Code tools like CDK or CloudFormation? What challenges did you encounter, and how did you overcome them?
5. Explain how you have used Apache Airflow in previous projects to manage data pipelines. Explain how you have used Apache Airflow in previous projects to manage data pipelines.
6. Can you provide an example of a machine learning project you've been involved in? What role did you play, and what technologies did you use? Can you provide an example of a machine learning project you've been involved in? What role did you play, and what technologies did you use?
7. How would you approach optimising a data pipeline? What monitoring tools or techniques do you use? How would you approach optimising a data pipeline? What monitoring tools or techniques do you use?
8. Describe your experience with containerisation technologies like Docker and orchestration with Kubernetes. How have these tools improved your workflow? Describe your experience with containerisation technologies like Docker and orchestration with Kubernetes. How have these tools improved your workflow?
9. What design patterns do you find most valuable in software development, and why? Please give an example of how you've applied one in a project. What design patterns do you find most valuable in software development, and why? Please give an example of how you've applied one in a project.
10. In your view, what is the importance of mentoring junior engineers? Can you share an experience where you provided support or guidance to a less experienced colleague? In your view, what is the importance of mentoring junior engineers? Can you share an experience where you provided support or guidance to a less experienced colleague?
11. What strategies do you use to foster collaboration within cross-functional teams? Can you share a specific instance where you worked with teams outside of engineering? What strategies do you use to foster collaboration within cross-functional teams? Can you share a specific instance where you worked with teams outside of engineering?
12. The role emphasises building an outstanding team culture. What qualities do you believe are essential for creating a positive engineering environment? The role emphasises building an outstanding team culture. What qualities do you believe are essential for creating a positive engineering environment?
13. How do you stay updated with the latest trends and technologies in software engineering, particularly in data-driven domains? How do you stay updated with the latest trends and technologies in software engineering, particularly in data-driven domains?
14. Can you provide an example of a successful pair programming experience? What did you learn from that collaboration? Can you provide an example of a successful pair programming experience? What did you learn from that collaboration?
15. At the BBC, diversity is highly valued. Can you share your thoughts on how diverse teams contribute to better problem-solving and innovation? At the BBC, diversity is highly valued. Can you share your thoughts on how diverse teams contribute to better problem-solving and innovation?
16. Describe a technical challenge you faced in a past project and how you approached solving it. Describe a technical challenge you faced in a past project and how you approached solving it.
17. How do you prioritise tasks when working on multiple projects or under tight deadlines? Can you give an example from your experience? How do you prioritise tasks when working on multiple projects or under tight deadlines? Can you give an example from your experience?
18. Have you ever been involved in a project that required you to pivot or change direction mid-way? What was the outcome? Have you ever been involved in a project that required you to pivot or change direction mid-way? What was the outcome?
19. What excites you most about the opportunity to work with the BBC, particularly in the Machine Learning Enablement Team? What excites you most about the opportunity to work with the BBC, particularly in the Machine Learning Enablement Team?
20. Where do you see your career in the next few years, and how does this role align with your goals? Where do you see your career in the next few years, and how does this role align with your goals?
You can answer as many of these questions as you want.
Good luck!