About the role

Aplyr's Quick Take

This role is for a Forward Deployed Engineer who will work closely with major life sciences companies to implement AI solutions for their document and regulatory processes. You'll tackle complex problems, build production systems, and help shape the platform for future customers, operating with a high degree of autonomy.

Good fit

Ideal candidates have a strong engineering background, experience in AI or document management systems, and a problem-solving mindset. You should be comfortable working independently and engaging directly with clients.

Worth noting

The role offers significant autonomy and the chance to influence the product from the ground up, but it may require navigating complex customer environments. The company is well-funded and has a strong leadership team, which could provide stability and growth opportunities.

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

Collate’s Forward Deployed Engineering team partners with Fortune 100 life sciences organizations to deploy production AI systems across their most critical document and regulatory workflows. We operate at the boundary of customer deployment and core platform development — using early engagements to define repeatable solution patterns, evaluation standards, and agentic architectures that scale across the industry.

You’ll join as one of the first members of this team and operate with the autonomy of a founder. Your job is to go deep on the hardest problems at our most strategic customers — medical writers, regulatory affairs teams, clinical operations, and development engineers — identify what’s structurally broken, and build production AI systems that solve it. What you build shapes the Collate platform for every customer that comes after you.

Modern Tech Stack

Collate uses a modern tech stack, targeting a highly reliable and available platform. We use Go for scalable backend services, Postgres as our main database, TypeScript & React for frontend development, and Python for AI & ML services.

Our infrastructure is hosted on AWS with Kubernetes for orchestration and Terraform + Argo CD for configuration management. Other key systems include S3, Kafka, OpenSearch, LLMs, and other AI models.

Skills & Tags

react python typescript go aws kubernetes ai frontend

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.