Okay, I've searched for AI Product & Systems Engineer roles in the United States, preferably remote. I focused on positions requiring experience in AWS and TRPC, involving advanced prompt engineering, and emphasizing healthcare. I've found 65 positions for you.

Sure. Here's the analysis:

Job Analysis:

The role of AI Product & Systems Engineer at Hundred Health is fundamentally about leveraging AI to enhance user experience and streamline healthcare solutions. This individual is tasked with rapidly prototyping and refining features that integrate with a sophisticated tech stack, including AWS and various frameworks like Next.js and NestJS. A successful candidate will not only need robust technical expertise but also a strong sense of exploration and innovation, as they will be responsible for optimizing AI data workflows and ensuring efficient communication across diverse teams. The challenges include navigating the complexities of cloud-native systems, ensuring the accuracy and reliability of AI outputs, and continuously iterating processes based on user feedback. Success in this role will be characterized by the immediate deployment of AI solutions that genuinely impact users, delivering an integrated, seamless experience driven by health insights.

Company Analysis:

Hundred Health positions itself as a pioneer in the democratization of precision medicine through the use of AI and data science. It aims to lead the health tech industry by creating accessible solutions that empower individuals to achieve optimal health outcomes. In this context, the company maintains a fast-paced, experimental culture that prizes innovation and real-world impact. Given this dynamic environment, employees are expected to be adaptable and proactive, seamlessly integrating their contributions into the company’s broader mission of health empowerment. The AI Product & Systems Engineer role is positioned at the heart of product development, which likely means significant interaction with senior leadership and vital impact on strategic initiatives. This role aligns directly with the company’s growth objectives, as advancing AI capabilities is key to enhancing user engagement and satisfaction in a competitive landscape where health tech solutions are rapidly evolving.

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

• Behavioral Questions:
• 1. Can you share an experience where you rapidly prototyped a solution and what steps you took during that process?
• 2. Describe a time when you faced an unforeseen challenge with a project. How did you respond, and what was the outcome?
• 3. Have you ever had to communicate complex technical information to non-technical team members? How did you ensure they understood?
• 4. Tell me about a productive failure you’ve experienced in a past project and what you learned from it.
• Technical/Role-Specific Questions:
• 5. Describe your experience with AWS and how you have optimized cloud-native solutions in your previous work.
• 6. How would you approach integrating AI features into an existing tech stack, particularly with TRPC and NestJS APIs?
• 7. What techniques do you use for monitoring AI model performance, and how do you iterate based on the results?
• 8. Can you explain retrieval-augmented generation (RAG) and how you’ve applied it in past projects?
• Situational Questions:
• 9. Imagine you are tasked with improving the AI-driven user experience based on feedback, but your team has differing opinions on the approach. How would you handle it?
• 10. If you identified a significant bottleneck in AI workflow, what steps would you take to diagnose and resolve the issue?
• Company Fit/Motivation Questions:
• 11. What aspects of Hundred Health's mission resonate the most with you, and how do you envision contributing to it?
• 12. How do you see your personal career goals aligning with Hundred Health's commitment to innovation in health technology?
• Questions for the Candidate to Ask the Interviewer:
• 13. Can you elaborate on the culture of experimentation at Hundred Health and how it influences the development process?
• 14. What are some current challenges the AI team is facing that this role could help address?
• 15. How does Hundred Health measure success for the AI Product & Systems Engineer position in the short and long term?