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Collate · 4 months ago

AI Engineer

positionSan Francisco
timeFull-time
remoteOnsite
seniorityMid Level
money$150K/yr - $350K/yr

Collate is an AI document generation platform for life sciences, automating paperwork to expedite the delivery of life-saving innovations. They are seeking an AI Engineer to build and productionize models and systems that enhance their products, focusing on the intersection of machine learning, software engineering, and product development.

Artificial Intelligence (AI)Document ManagementSoftware
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H1B Sponsor Likelynote

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

Qualification

ML/AI systems deploymentNLP applicationsSearchRetrieval systemsEvaluation frameworksCollaborationProblem-solvingAdaptability

Required

Hands-on experience building and deploying ML/AI systems in production
Strong foundation in deploying search and retrieval systems and NLP applications
Ability to bridge research and engineering — from prototyping models to shipping them in user-facing products
Comfort working in an early-stage startup where ambiguity is high and ownership is expected
Motivation to apply AI to life sciences in a way that prioritizes reliability, safety, and impact

Company

Collate

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Collate creates and streamlines documentation for drug development, medical device, and diagnostic companies.
dateFounded in 2025
location
San Francisco, California, USA
people-size2-10 employees
web-link
https://collate.com

H1B Sponsorship

Collate has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2022 (2)
2021 (1)

Funding

Current Stage
Early Stage
Total Funding
$30M
Key Investors
Redpoint
2025-01-19Seed· $30M
Company data provided by crunchbase