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As an LLM Application Engineer, you'll build AI experiences. Daily tasks include designing workflows and improving model behavior. Must-haves include software engineering fundamentals and LLM experience. Nice-to-haves are prompt design and AI behavior skills. This role is unique due to its focus on reliability and user impact. Notable perks include working with a tech stack like Python and PyTorch.