Okay, I've searched for LLM Architect roles in New York within startups, requiring 3-5 years of experience, focusing on prompt engineering, and skilled in Python. I have found 27 positions for you.

Sure. Here's the analysis:

Job Analysis:

The LLM Architect / Prompt Engineer role at AdMesh is fundamentally about creating and optimizing prompts that enable seamless interaction between users and AI agents. The primary responsibilities include architecting and refining multi-model workflows, which means the candidate will need to not only understand the intricacies of various language models like OpenAI, Claude, and Mistral, but also be adept at translating user intentions into functional agent behaviors. This requires a strong technical foundation in prompt design, memory-aware feedback loops, and tool orchestration. Additionally, the role demands creative problem-solving, especially at the intersection of language, code, and creativity, which can lead to unique challenges in crafting outputs that adapt to various user contexts and needs. Success in this role will likely be measured by the ability to deliver intuitive user experiences and effective models, as demonstrated through A/B testing and performance tracking, while contributing to a collaborative environment that embraces rapid iteration and innovative thinking.

Company Analysis:

AdMesh operates within the rapidly evolving AI landscape, focusing on monetized intent and enhancing user experiences through intelligent systems. As an emerging player, AdMesh is positioned to significantly impact how AI interacts with consumers and businesses, signaling that the LLM Architect / Prompt Engineer will be at the forefront of shaping cutting-edge technology solutions. The company's culture appears to prioritize innovation, creativity, and a hands-on, startup mentality, which suggests that the ideal candidate should thrive in dynamic conditions, be comfortable with ambiguity, and maintain a strong collaborative spirit. Additionally, given that this is a founding engineer role, there is an opportunity for high visibility and influence, making it vital that the candidate aligns with AdMesh's mission of redefining commerce through AI-driven solutions. This role is not merely about technical proficiency, but also about contributing to a vision that ultimately reshapes user-agent interactions in the market.

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

• Tell me about a time when you had to optimize a technical workflow. What were the challenges, and what was the outcome?
• Describe an experience where you designed prompts for a complex AI model. What considerations did you take into account?
• Can you give an example of how you have collaborated with product teams to deliver an intuitive user experience?
• How do you approach temperature tuning and output shaping to enhance model effectiveness?
• What strategies would you employ to architect multi-model workflows for a new project?
• Describe how you would utilize RAG with vector databases like Pinecone in a project.
• Imagine you are tasked with crafting a prompt that significantly enhances user interaction with an AI agent. What steps would you take?
• How would you handle a situation where the AI's outputs did not align with user expectations?
• Why are you interested in working at AdMesh specifically, and how do you see your skills contributing to our mission?
• How do you think your past experiences with LLMs will help you succeed in this role?
• What aspects of AI-assisted development excite you the most, and how do they align with our goals at AdMesh?
• What questions do you have for us about the team structure and project timelines?
• Can you tell us about a project where you had to rapidly prototype and iterate on workflows?