Forward Deployed Data Scientist

🏢 Layerhealth · 📍 Boston or NYC 💰 $150,000 - $150,000 / yr

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Position Summary & Responsibilities

Layer Health was founded in 2023 by leading machine learning researchers from MIT and Harvard Medical School. We are building an AI layer that can accurately and scalably synthesize information from medical records, with the mission to reduce friction everywhere in healthcare. Our LLM-powered platform is solving chart review once and for all, across use cases. For health systems, our first product dramatically accelerates clinical registry abstraction in areas ranging from surgery and cardiology, to oncology. Our long term vision is for our AI layer to safely transform patient care and minimize unnecessary heartbreak. Layer Health’s diverse founding team brings expertise across machine learning, UI/UX, large language models, and medicine.

Here’s a collection of articles about our product, mission, recent funding round, etc.

Job Description

We’re hiring our first Forward Deploy Data Scientist. You’ll work directly with customers and internal teams to translate messy healthcare data into actionable insights and machine learning–ready pipelines. You’ll work hand-in-hand with our world-class ML and broader engineering team, as well as our product and customer success teams.

You’ll partner with our health systems & hospital IT/data teams, as well as internal Customer Success Managers, product managers and software engineers to validate data pipelines, share insights, and ensure our solutions deliver measurable value in clinical and operational workflows. This is a hands-on, high-impact role—ideal for someone who loves working with data, solving ambiguous problems, and collaborating across technical and non-technical stakeholders.

What you'll do:

Partner directly with health systems and hospital customers to understand their data, workflows, and goals, sharing data insights that enable our customers to understand our product value and areas of opportunity.
Design and execute data and ML investigations— validating, and transforming large structured and unstructured healthcare datasets with state of the art models to ensure accuracy and trustworthiness.
Deploy, build, and operationalize ML and LLM-based models and analytics pipelines in collaboration with the broader engineering and product teams.
Work hand-in-hand with customer success and product teams to understand and improve user engagement thr

🎯 Candidate Preparation Guide For Layerhealth Applicants

Key Role Competencies & Evaluation Highlights

Key Role Focus:

Strict evaluation centers on healthcare data interoperability, strict clinical data privacy standards (HIPAA/PHI), and enterprise AI integration.

📋 Preparation Priorities (Key Areas to Clarify):

1. Proposing move-fast-and-break-things engineering approaches that compromise healthcare data privacy or regulatory compliance.
2. Superficial understanding of clinical workflows and administrative friction points in hospitals.
3. Inability to explain complex technical medical data pipelines to non-technical clinical stakeholders.

✨ Recommended Role Alignment Hook:

I build secure, interoperable health data infrastructure that empowers clinical teams without ever compromising patient privacy.

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