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← All postings · April 2025 thread

Layer Health

CompanyLayer Health
Websitelayerhealth.com
Role taxonomyBackendInfrastructure / SRE / DevOpsAI / ML / ResearchStaff / Principal
SpecialtiesBackend, Machine Learning
LocationRemote · Hybrid
Salary2–3/yr (“ce 2-3”)
Apply viaApplication linkhttps://www.linkedin.com/company/layerhealth/people/ · mike-c@layerhealth.com
Hiring notes
TechTypeScriptReactPythonGCPML/AI
Posted bymikelayerhealth
PostedApr 3, 2025
SourceView on Hacker News ↗

Original posting

Layer Health | https://www.layerhealth.com/ BOSTON or NYC (HYBRID in either office 2-3 days/week) Heavily focused on hiring sr/staff/principal backend, data infra, or MLE's at this time Profiles of our team members: https://www.linkedin.com/company/layerhealth/people/ Recent article on our Series A round raise: https://www.mobihealthnews.com/news/layer-health-garners-21m... Layer Health is an AI/ML startup (fresh Series A) leveraging LLM’s to transform how clinical data is understood and used. We’re tackling a huge inefficiency in healthcare—patient chart abstraction, a $2B/year problem. Today, nurses handle it manually, drowning in notes and reports instead of focusing on patient care. Chart abstraction represents the largest source of labeled data in healthcare; an ML/researcher’s dream for answering complex clinical questions (which his why much of our team has a deeply focused research/ML background). Work Locations: Boston /Back Bay (beautiful office overlooking Boston Common) or NYC (Grand Central area). No remote work Headcount: ~18; likely 40-50 by end of year Stack: mostly React + Typescript Frontend / Python Backend // GCP (though we are not hiring frontend at this time) Open Roles: Sr/Staff/Principal Backend/MLE/Data Architecture/Infra (1-2 roles each)* ML Research Engineering * Research Scientist (PhD's) * Head of Product * Product Designer Email at mike-c@layerhealth.com for more info