Okay, I've searched for Applied Scientist roles in Seattle that focus on machine learning, require at least 3 years of experience, and prefer candidates with a PhD in computer science or related fields, as well as experience in Java and Python. I found 56 positions that match your criteria.

Sure. Here's the analysis:

Job Analysis:

The role of Applied Scientist for Prime Video focuses on enhancing the global application experience for millions of customers interacting with the service across various platforms. The core responsibility is to innovate testing methods using machine learning to identify defects in complex client applications more efficiently. Given Prime Video's scale, the candidate must delve beyond conventional integration testing, which is inadequate for detecting 'unknown/unknown' defects in a rapidly evolving digital environment. Success in this role involves not only strong technical proficiency in programming and algorithm design but also the ability to translate complex technical concepts into clear, practical solutions that enhance user experience. A proactive, experimental mindset will be crucial for navigating challenges unique to the streaming service and contributing to optimizing the customer experience through innovative problem-solving.

Company Analysis:

Amazon Prime Video resides in a competitive and rapidly expanding entertainment sector, positioned as a significant player with a focus on customer-centric innovation. The company values a culture of experimentation and collaboration, which suggests that this role will not only require technical expertise but also the ability to thrive in a dynamic, fast-paced environment. The team appears to prioritize diversity of thoughts and perspectives, aligning with Amazon's broader commitment to inclusivity. This will likely foster an environment where creativity is encouraged, and candidates are expected to take initiative and ownership over their contributions. Given that this position is integral to enhancing customer engagement through improved application performance, it strategically aligns with Amazon Prime Video's mission to deliver unmatched viewing experiences globally, making it a critical hire for advancing the company's goals.

Absolutely. Here are some mock interview questions that could come up:

• Tell me about a time when you had to identify and resolve a significant technical challenge in a project.
• Describe an instance where you had to communicate complex technical information to a non-technical audience. How did you approach it?
• Can you give an example of how you used machine learning to improve a product or service? What was the outcome?
• What strategies do you use to approach ambiguity in projects? Can you provide an example?
• How would you design a model to detect unknown defects in a large-scale application like Prime Video?
• What programming languages are you most proficient in, and how have you applied them in your past projects?
• Discuss your experience with algorithms and data structures. How would you apply this knowledge to the Prime Video application?
• Imagine you are faced with unexpected performance issues in the application. What steps would you take to diagnose and solve the problem?
• How do you stay updated on the latest developments in machine learning and its applications in the entertainment industry?
• Why are you interested in working at Amazon Prime Video specifically, and what do you hope to contribute to the team?
• How do you align your personal values with the mission of Amazon Prime Video?
• What do you think is the most important factor for success in delivering a world-class user experience in video streaming?
• Can you ask the interviewer about team dynamics within the Prime Video Global App Experience organization?
• What future projects do you envision this role contributing to, and how could it shape the direction of the organization?