AI Engineer

Collate is an AI document generation platform for life sciences, aiming to accelerate the delivery of life-saving innovations. The AI Engineer will be responsible for building and productionizing models and systems that enhance Collate’s products, focusing on machine learning applications in life sciences.

Responsibilities:

• Prompt optimization, red-teaming, and improving robustness of LLMs for life-science NLP applications within Collate’s products
• Build pipelines and infrastructure to deploy AI systems reliably, safely, and at scale
• Collaborate with product, design, and engineering teams to translate user needs into AI-driven features
• Develop evaluation frameworks to ensure models are accurate, fair, and trustworthy in real-world life science settings
• Experiment rapidly, while balancing iteration speed with the rigor required for high-stakes applications
• Create tools and workflows that make AI development more efficient across the team