Tomorrow Health
Location : Hybrid, New York City
Seniority : Senior / Staff
Salary range : $225,000 to $300,000/yr, depending on experience and qualifications, plus equity
About Tomorrow Health
Tomorrow Health enables exceptional healthcare for patients and their families in the place they want to be most - home. At Tomorrow Heath, we build technology that rewires the way home-based care is ordered, delivered, and paid for. Tomorrow Health connects patients, providers, health plans, and home-based care suppliers, to ensure patients receive the correct and timely care they need to remain healthy at home.
The Team
The Engineering team at Tomorrow Health builds the technology that connects and scales the home health ecosystem in order to transform the home into the preferred place of care for positive patient outcomes. Our products serve a diverse set of users - doctors, insurance companies, medical equipment suppliers - and ultimately enable us to deliver a higher quality patient experience.
The Role
Tomorrow Health is hiring a
Full Stack Engineer
with strong
backend experience
and hands-on work with
Large Language Models (LLMs) . You'll lead technical decisions across the stack, with a focus on
integrating LLMs into real product flows
that affect patient care, operations, and internal decision-making. Reporting to the Engineering Manager, you'll work closely with Product, Data, and Clinical teams to
evaluate models ,
design AI-powered features , and
ship production-grade systems that support our AI-first strategy .
What You'll Do Design and own architecture for AI-powered features (scalable, safe, maintainable) Evaluate, compare, and integrate LLMs (e.g. OpenAI, Anthropic, open-source) Build backend systems in
Python / Django , plus APIs (REST / GraphQL) Work across stack as needed:
React / TypeScript / Node.js Partner with product, clinical, operations teams to align AI with business outcomes Work with data engineers / ML teams: pipeline, feedback loops, monitoring Build internal tools / dashboards to monitor model performance & safety Mentor engineers; champion software quality and AI best practices About You
8+ years building and scaling software; deep backend expertise (Python / Django) Hands-on experience
deploying LLMs or similar foundation models
in production Strong knowledge of LLM constraints:
tokens, latency, prompt design, fine-tuning, guardrails Experience in system design, APIs, relational databases (Postgres) Comfortable with AWS or similar cloud infra Familiarity with frontend stack: React, TypeScript, Node.js Strong cross-team communication; able to simplify AI concepts for non-technical stakeholders Passion for mentoring, engineering standards & excellence Experience in fast / ambiguous environments; willing to own projects end to end Alignment with mission: improving home-based health care via technology Benefits
100% employer-paid medical, dental and vision benefits HSA and FSA (Dependent Care and Commuter) Fully covered membership in One Medical for on-demand primary care, and Teladoc for 24/7 virtual care 12 weeks of paid parental leave for all caregivers Free mental health support with BetterUp through CONCERN EAP Short-term, and long-term disability plan availability Company-sponsored Life and AD&D insurance Educational reimbursement Monthly wellness stipend Commuter Benefits Competitive salary and meaningful equity Access to Vanguard 401k plan Unlimited vacation and 11 corporate holidays
Learn more about our core values and working with us on our careers page!
Tomorrow Health is an Equal Opportunity Employer and does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law.
Seniority : Senior / Staff
Salary range : $225,000 to $300,000/yr, depending on experience and qualifications, plus equity
About Tomorrow Health
Tomorrow Health enables exceptional healthcare for patients and their families in the place they want to be most - home. At Tomorrow Heath, we build technology that rewires the way home-based care is ordered, delivered, and paid for. Tomorrow Health connects patients, providers, health plans, and home-based care suppliers, to ensure patients receive the correct and timely care they need to remain healthy at home.
The Team
The Engineering team at Tomorrow Health builds the technology that connects and scales the home health ecosystem in order to transform the home into the preferred place of care for positive patient outcomes. Our products serve a diverse set of users - doctors, insurance companies, medical equipment suppliers - and ultimately enable us to deliver a higher quality patient experience.
The Role
Tomorrow Health is hiring a
Full Stack Engineer
with strong
backend experience
and hands-on work with
Large Language Models (LLMs) . You'll lead technical decisions across the stack, with a focus on
integrating LLMs into real product flows
that affect patient care, operations, and internal decision-making. Reporting to the Engineering Manager, you'll work closely with Product, Data, and Clinical teams to
evaluate models ,
design AI-powered features , and
ship production-grade systems that support our AI-first strategy .
What You'll Do Design and own architecture for AI-powered features (scalable, safe, maintainable) Evaluate, compare, and integrate LLMs (e.g. OpenAI, Anthropic, open-source) Build backend systems in
Python / Django , plus APIs (REST / GraphQL) Work across stack as needed:
React / TypeScript / Node.js Partner with product, clinical, operations teams to align AI with business outcomes Work with data engineers / ML teams: pipeline, feedback loops, monitoring Build internal tools / dashboards to monitor model performance & safety Mentor engineers; champion software quality and AI best practices About You
8+ years building and scaling software; deep backend expertise (Python / Django) Hands-on experience
deploying LLMs or similar foundation models
in production Strong knowledge of LLM constraints:
tokens, latency, prompt design, fine-tuning, guardrails Experience in system design, APIs, relational databases (Postgres) Comfortable with AWS or similar cloud infra Familiarity with frontend stack: React, TypeScript, Node.js Strong cross-team communication; able to simplify AI concepts for non-technical stakeholders Passion for mentoring, engineering standards & excellence Experience in fast / ambiguous environments; willing to own projects end to end Alignment with mission: improving home-based health care via technology Benefits
100% employer-paid medical, dental and vision benefits HSA and FSA (Dependent Care and Commuter) Fully covered membership in One Medical for on-demand primary care, and Teladoc for 24/7 virtual care 12 weeks of paid parental leave for all caregivers Free mental health support with BetterUp through CONCERN EAP Short-term, and long-term disability plan availability Company-sponsored Life and AD&D insurance Educational reimbursement Monthly wellness stipend Commuter Benefits Competitive salary and meaningful equity Access to Vanguard 401k plan Unlimited vacation and 11 corporate holidays
Learn more about our core values and working with us on our careers page!
Tomorrow Health is an Equal Opportunity Employer and does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law.