About the role

Aplyr's Quick Take

This role is for an AI Engineer focused on developing and implementing machine learning models for a life sciences platform. You'll be hands-on in building systems that translate research into practical applications, working closely with both engineering and product teams. It's an individual contributor role with significant influence on product direction.

Good fit

Ideal candidates will have a strong background in machine learning and software engineering, likely with a few years of experience in AI development. A collaborative mindset and a passion for applying technology in healthcare will help you thrive here.

Worth noting

The company is well-funded and led by experienced founders, which could offer unique growth opportunities. However, being one of the first AI engineers means you'll need to be comfortable with ambiguity and shaping processes from scratch.

About Collate

Collate is an AI document generation platform for life sciences. We automate paperwork with AI, helping our customers get life-saving innovations to patients years faster. Collate is an end-to-end solution, powering every step of drug, diagnostic, and medical device development—from concept to market.

Our CEO Surbhi Sarna is a former General Partner at Y Combinator. Surbhi founded nVision Medical, which developed a new method to detect ovarian cancer and was acquired by Boston Scientific. Our CTO Nate Smith is a former Visiting Partner at Y Combinator and founder of Lever. Our AI researchers, engineers, and designers have worked at Google, Nvidia, Meta, Netflix, Amazon, AirBnB, Hippocratic AI, and Grail, and 40% of our team are former founders.

We’re an elite team, with $125M in funding from top investors (Redpoint, First Round Capital, CRV, Conviction, Y Combinator) and leaders in healthcare and AI. This is a rare chance to join an early-stage company with world-changing potential, experienced founders, and resources to execute at scale.

About the Role

We’re looking for an AI Engineer to help build and productionize the models and systems that power Collate’s products. You’ll work at the intersection of machine learning, software engineering, and product — turning cutting-edge research into reliable, user-facing capabilities.

This is an opportunity to shape how advanced AI is applied in Life sciences — a space where performance, safety, and trust matter as much as innovation. As one of the first AI-focused engineers at Collate, you’ll define the standards for how we evaluate, and deploy models that directly impact drug and medical device development.

Skills & Tags

go rust machine learning ai product design

Aplyr's read

Collate is a data management and analytics firm, attracting tech-savvy professionals eager to optimize data processes and drive strategic decisions.
Synthesized from recent postings & public sources

What's promising

•Collate offers diverse roles from AI to quality engineering, appealing to a wide range of tech professionals.
•Focus on data-driven decision-making aligns with market demand for analytics expertise.
•Recent hires indicate robust growth and investment in technological innovation.

What to watch

•Limited public information about company culture and employee satisfaction.
•Potentially high-pressure environment due to rapid industry changes and client demands.
•Competition with established analytics firms may impact market position.

Why Collate

•Specializes in both data management and analytics, offering comprehensive solutions.
•Roles like 'Forward Deployed Engineer' suggest emphasis on client-focused technical solutions.
•Hiring for niche roles like 'Senior Implementation Manager, Windchill' indicates specialized service offerings.

Aplyr’s read is generated by AI from public sources. Was it useful?

About Collate

Collate

collate.com

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Collate is a company that specializes in data management and analytics solutions, helping businesses streamline their data processes and enhance decision-making.