mikelayerhealth

Layer Health | https://www.layerhealth.com/ Amazing (and no ego) engineering team: https://www.linkedin.com/company/layerhealth/people/

Location: BOSTON (Boston Common) or NYC (downtown) - hybrid in both locations; <<NO REMOTE>> Headcount: ~38 and growing Stack:React / Typescript / Python / GCP

Open Roles (all roles require a MINIMUM of 6 years of work experience): Fullstack Engineer * ML Infrastructure (Staff+) * ML Engineer * ML/Research Scientist (PhD's) * Security Engineer * ML Engineering Manager (Director level)

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture

Layer Health was founded in 2023 by leading ML researchers from MIT and Harvard Medical School. We've built (and are live with multiple large health systems/hospitals) an ML product that scalably synthesizes patient medical records. Our LLM-powered platform is solving patient chart review - it 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.

Email me at mike.hauschild@layerhealth.com for more info

Layer Health | https://www.layerhealth.com/ Amazing (and no ego) engineering team: https://www.linkedin.com/company/layerhealth/people/ Location: BOSTON (Boston Common) or NYC (downtown) - hybrid in both locations; <<NO REMOTE>> Headcount: ~37 and growing Stack:React / Typescript / Python / GCP

Open Roles (all roles require a MINIMUM of 6 years of work experience): ML Infrastructure (Staff+) * Data Infrastructure Lead * ML Engineer * ML/Research Scientist (PhD's) * Security Engineer

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture

Layer Health was founded in 2023 by leading ML researchers from MIT and Harvard Medical School. We've built (and are live with multiple large health systems/hospitals) an ML product that scalably synthesizes patient medical records. Our LLM-powered platform is solving patient chart review - it 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.

Email me at mike.hauschild@layerhealth.com for more info

Layer Health | https://www.layerhealth.com/ Our engineering team: https://www.linkedin.com/company/layerhealth/people/ Location: BOSTON (Boston Common) or NYC (downtown) - hybrid / NO REMOTE Headcount: ~35 Stack: React / Typescript / Python / GCP Series A, fresh funding: https://www.layerhealth.com/resources/layer-health-raises-se...

Our interview process (candidates love it): meeting w/ me > tech chat with cofounder > take home assignment (capped at 2-3hrs) > onsite interview > offer (no leet code, no algorithms or pressured oddball questions)

Open Roles: Fullstack Engineer (Senior) Python/React/Typescript * Forward Deploy Data Scientist (1-2 years xp) * Jr Data Engineer (1-2 years xp) * ML Engineer * ML Infrastructure * Data Infra Lead Engineer * Research Scientist (PhD req) * Security Engineer

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture

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.

Email me at mike.hauschild@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ Our engineering team: https://www.linkedin.com/company/layerhealth/people/ Location: BOSTON (Boston Common) or NYC (downtown) - hybrid in both locations; <<NO REMOTE>> Headcount: ~34, hiring ~2 per month

Stack:React / Typescript / Python / GCP

Open Roles (all roles require a MINIMUM of 6 years of work experience): Fullsack Engineer (Senior) Python/React/Typescript * ML Infrastructure (Staff+) * Data Infra Lead/Engineer * ML/Research Scientist (PhD's) * MLE's (looking for CS/engineering background ideally) * Security Engineer

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture

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.

Email me at mike.hauschild@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ Our Team: https://www.linkedin.com/company/layerhealth/people/ BOSTON (Boston Common) or NYC (downtown) - hybrid in both locations; no remote

Work Location: HYBRID in Boston or NYC (downtown) Headcount: ~33, hiring 2-3 per month

Stack: React / Typescript / Python / GCP

Open Roles: Fullstack Engineer (Sr/Staff) * EHR Integrations Engineer (FHIR) * ML Infrastructure (Staff+) * Research Scientist (PhD's) * Data Scientist (Sr/Staff)and looking for CS/previous eng background ideally * Security Engineer * ML Engineer / ML Infra

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture, in office 2-3 days per week in Boston and NYC offices

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.

Email me at mike.hauschild@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ Our team/engineers are incredible! Very sold ML/engineering backgrounds: https://www.linkedin.com/company/layerhealth/people/ BOSTON (Boston Common) or NYC (downtown) - hybrid in both locations; no remote

Work Location: HYBRID in Boston or NYC (downtown) Headcount: ~32, hiring 2-3 per month

Stack:React / Typescript / Python / GCP

Open Roles (all roles require a MINIMUM of 6 years of work experience): ML Infrastructure (Staff+) * Data Infra Lead/Engineer * Research Scientist (PhD's) * Data Scientist (looking for CS/engineering background ideally) * Security Engineer * ML Engineer

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture, in office 2-3 days per week in Boston and NYC offices

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.

Email me at mike.hauschild@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ Our team/engineers are incredible! Take a look at their backgrounds: https://www.linkedin.com/company/layerhealth/people/ Work Location: HYBRID in Boston or NYC (downtown) Headcount: ~35 and growing (~2/month)

Stack:React / Typescript / Python / GCP

Open Roles (all roles require a MINIMUM of 6 years of work experience) * Data Infrastructure Engineer * ML Infrastructure (Staff+) Engineer (open to backend platform engineers who want to get into ML) * Senior Data Scientist (must have healthcare/patient data experience) * ML Engineer 3-5 years experience * Research Scientist (PhD's) * Head of Product * Data Engineer with HL7 or FHIR / healthcare data experience

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture, in office 2-3 days per week in downtown Boston and downtown NYC offices.

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.

Email me at mike.hauschild@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ Our team/engineers are incredible! Take a look at their backgrounds: https://www.linkedin.com/company/layerhealth/people/

Work Location: HYBRID in Boston or NYC (downtown) Headcount: ~30, hiring 2-3 per month

Stack:React / Typescript / Python / GCP

Open Roles (all roles require a MINIMUM of 6 years of work experience) * Data Infrastructure Engineer * ML Infrastructure (Staff+) Engineer * Research Scientist (PhD's) * Head of Product * Data Engineer with HL7 or FHIR / healthcare data experience

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture, in office 2-3 days per week in Boston and NYC offices

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.

Email me at mike.hauschild@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ Our team/engineers are incredible! Take a look at their backgrounds: https://www.linkedin.com/company/layerhealth/people/

BOSTON (Boston Common) or NYC (downtown) - hybrid in both locations; no remote

Work Location: HYBRID in Boston or NYC (downtown) Headcount: ~25, hiring 2-3 per month

Stack:React / Typescript / Python / GCP

Open Roles (all roles require a MINIMUM of 6 years of work experience) * Fullstack Engineer * ML Infrastructure (Staff+) * Research Scientist (PhD's) * Head of Product * Solutions Engineer (former client-facing Fullstack Engineer with healthcare experience could be a fit)

We Offer: * competitive base salary + equity + great health/medical benefits * unlimited PTO * collaborative engineering-first culture, in office 2-3 days per week in Boston and NYC offices

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.

Email me at mike.hauschild@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/

BOSTON (141 Tremont) or NYC (downtown) - hybrid in both locations; no remote

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.

Work Location: HYBRID in Boston or NYC (downtown) Headcount: ~20

Stack:React/Typescript Frontend / Python Backend // GCP

Open Roles (all roles require a MINIMUM of 6 years of work experience) * Senior Fullstack Engineer (Frontend-leaning) * Staff+ Data Infra / Data Platform Engineer * Staff+ ML Infrastructure Engineer * Research Scientist (PhD's) * Head of Product / Chief Product Officer * Customer Success Manager * Solutions Engineer (healthcare/EMR implementations focused)

We Offer: * competitive offer packages (strong base salary + equity + great health/medical benefits) * unlimited PTO * fantastic engineering-first culture, in office 2-3 days per week in Boston and NYC offices

Email me at mike.hauschild@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ BOSTON or NYC (Hybrid) (no remote at this time)

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.

Work Location: HYBRID in Boston (back bay) or NYC (grand central) Headcount: ~20

Stack:React/Typescript Frontend / Python Backend // GCP

Open Roles (note that all roles require a MINIMUM of 4 years of work experience) * Backend Tech Lead (Product & Infra, two roles) * Staff+ Data Infra / Data Platform Engineer/Architect * Staff+ MLE/Infra * Research Scientist (PhD's) * Head of Product / Chief Product Officer

Email me at mike-c@layerhealth.com for more info!

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

Layer Health | https://www.layerhealth.com/ BOSTON or NYC (Hybrid) (no remote at this time)

Layer Health is an AI/ML startup spun out of MIT by David Sontag, leveraging LLMs to transform how clinical data is understood and used. Our systems are actively deployed in life science companies and major healthcare systems, providing an AI layer for our customers to make sense of their health data, and ultimately help positively influence patient outcomes. We're now exiting our seed stage after successfully raising our Series A and are building the team to meet the needs of our growing customer base.

Work Location: HYBRID in Boston (back bay) or NYC (grand central) Headcount: 12 total / 8 of them are engineers

Stack: mostly React + Typescript Frontend / Python Backend // GCP

Open Roles (note that all roles require a MINIMUM of 4 years of work experience) * Backend Engineer (Product & Infra) * Fullstack Engineer (Frontend) * Data Scientist * ML Engineering * Research Engineering * Research Scientist (PhD's) * Product Strategy * RWE

Email me at mike-c@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ BOSTON or NYC (Hybrid) (no remote at this time)

Layer Health is an AI/ML startup spun out of MIT by David Sontag, leveraging LLMs to transform how clinical data is understood and used. Our systems are actively deployed in life science companies and major healthcare systems, providing an AI layer for our customers to make sense of their health data, and ultimately help positively influence patient outcomes. We're now exiting our seed stage after successfully raising our Series A and are building the team to meet the needs of our growing customer base.

Work Location: HYBRID in Boston (back bay) or NYC (grand central) Headcount: 12 total / 8 of them are engineers

Stack: mostly React + Typescript Frontend / Python Backend // GCP

Open Roles (note that all roles require a MINIMUM of 4 years of work experience) * Backend Engineer (Product & Infra) * Fullstack Engineer (Frontend/Product) * Data Scientist * ML Engineering * Research Engineering * Research Scientist (PhD's) * Product Strategy * RWE

Email me at mike-c@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ | BOSTON or NYC (Hybrid) | Full Time Boston or NYC only, we are hybrid in both locations ** NO REMOTE AT THIS TIME**

Layer Health is an AI/ML startup spun out of MIT by David Sontag, leveraging LLMs to transform how clinical data is understood and used. Our systems are actively deployed in life science companies and major healthcare systems, providing an AI layer for our customers to make sense of their health data, and ultimately help positively influence patient outcomes. We're now exiting our seed stage after successfully raising our Series A and are building the team to meet the needs of our growing customer base.

Work Location: HYBRID in Boston (back bay) or NYC (grand central) Headcount: The software team is now 8 (~12 overall) Stack: mostly React + Typescript Frontend / Python Backend // GCP

Open Roles (note that all roles require a MINIMUM of 4 years of work experience) * Backend Engineer (Product & Infra) * Fullstack Engineer (Frontend/Product) * Data Scientist * ML Engineering / Research Engineering) * Product Strategy / RWE * Customer Success Lead * Chief of Staff

Email me at mike-c@layerhealth.com for more info!

Layer Health | https://www.layerhealth.com/ | BOSTON or NYC (Hybrid) | Full Time

Boston or NYC only, we are hybrid in both locations

Layer Health is an AI/ML startup spun out of MIT by David Sontag, leveraging LLMs to transform how clinical data is understood and used. Our systems are actively deployed in life science companies and major healthcare systems, providing an AI layer for our customers to make sense of their health data, and ultimately help positively influence patient outcomes. We're now exiting our seed stage and are building the team to meet the needs of our growing customer base.

Work Location: HYBRID in Boston (back bay) or NYC (grand central) Headcount: The software team is now 8 (~12 overall) Stack: mostly React + Typescript Frontend / Python Backend // GCP

Open Roles (note that all roles require a MINIMUM of 4 years of work experience) * Backend Engineer (Product & Infra) * Fullstack Engineer (Frontend/Product) * Data Scientist * Sr ML (Ops / Infra / Research Engineering) * Product Strategy / RWE

Email me at mike-c@layerhealth.com for more info

Layer Health | https://www.layerhealth.com/ | Boston / NYC (Hybrid) | Full Time |

Layer Health is an AI/ML startup spun out of MIT by David Sontag, leveraging LLMs to transform how clinical data is understood and used. Our systems are actively deployed in life science companies and major healthcare systems, providing an AI layer for our customers to make sense of their health data, and ultimately help positively influence patient outcomes. We're now exiting our seed stage and are building the team to meet the needs of our growing customer base.

Work Location: HYBRID in Boston (back bay) or NYC (grand central) Headcount: The software team is now 8 (~12 overall) Stack: mostly React + Typescript Frontend / Python Backend // GCP

Open Roles (note that all roles require a MINIMUM of 4 years of work experience) * Fullstack Engineer (Frontend/Product) * Sr ML (Ops / Infra / Research Engineering) * Data Scientist * Software Engineer, Backend/Platform * Software Engineer, Data Infra * Product Strategy / RWE

Email me at mike-c@layerhealth.com for more info