Staff Software Engineer, Agentic AI

About AtriaAtria is a membership-based preventive health care practice delivering cutting-edge primary and specialty care from the comfort of your home, at our practices in Palm Beach and New York, or wherever you are in the world.We bring together a multidisciplinary team of renowned, in-house physicians to provide proactive, preventive, and precision-based care for Atria members and their families. We aim to optimize the lifespan and healthspan of all our members through meticulous screening and tailored interventions to prevent, reverse, or manage all major chronic diseases.Each member’s care is led by a dedicated Chief Medical Officer who collaborates on your behalf with specialists in cardiology, neurology, pediatrics, gynecology, endocrinology, performance and movement, and more. Our exceptional clinicians also work closely with the 60+ members of the Atria Academy of Science & Medicine, top experts in their respective fields who are available for rapid consults, support, and referrals.Role OverviewAtria Health is seeking a Staff Software Engineer, Agentic AI to define the strategy and lead the implementation of emerging technologies across our Technology organization and Atria as a wholeThis is a senior individual contributor role for a technical leader and builder who is equally comfortable shaping strategy, writing production code, designing governance, and driving adoption. You will identify the highest-leverage opportunities to apply agentic AI across Product, Design, and Engineering; architect and ship the systems that make those workflows faster and better; and establish the measurement, evaluation, and security standards that let us scale confidently.This role requires someone who actively works at the frontier of AI-assisted development. You should already be using modern AI tooling and agentic workflows as part of your daily work and continuously seeking to leverage the latest developments.This is not a pure strategy role. We are looking for a seasoned engineer who will build dependable systems, drive their adoption, and show measurable impact.Your initial focus will be applying agentic AI across Atria’s technology workflows. Working with engineering, product, design, and cross-functional partners, you’ll identify high-leverage opportunities, define where human oversight is required, and establish clear metrics proving improvements in speed, quality, and reliability. After establishing successful systems within the Technology organization, you will explore and drive high-impact applications of agentic AI across other parts of Atria.Tech StackLanguages: TypeScriptBackend: Node, ExpressFrontend: ReactInfrastructure: Google Cloud Platform, TerraformDatabase: MySQLTooling & Integrations: Cursor, Github, Sentry, Datadog, Mixpanel, OmniKey ResponsibilitiesStrategy & Opportunity SelectionIdentify the highest-leverage opportunities for agentic systems and emerging technologies across Product, Design, and Engineering workflowsMap end-to-end workflows and turn ambiguous opportunities into clear technical strategies and phased execution plansPrioritize work based on measurable business value, technical feasibility, operational risk, and adoption potentialHelp Atria stay current on meaningful advances in emerging technologies and translate them into practical plansPlatform & Workflow DevelopmentArchitect and build Atria’s internal platforms for agentic workflows, including context retrieval, integrations, permissions, validation, observability, and auditabilityDesign reusable services, APIs, patterns, and interfaces that support AI-assisted workflows across planning, implementation, review, release, and incident responseBuild and ship high-impact workflow improvements yourself, especially in the highest-priority and most technically challenging areasCreate systems that can safely combine context across code, documentation, design files, collaboration tools, analytics, and other internal sourcesDefine integration patterns that allow new workflows to be added without rebuilding core primitives every timeEvaluation, Reliability & GovernanceEstablish evaluation frameworks for agentic systemsDefine how output quality is measured and how systems are monitored over time for drift, regressions, and operational failuresInstrument workflows with meaningful metrics tied to adoption, cycle time, review efficiency, quality, reliability, and user trustPartner with Foundations Engineering and other stakeholders to implement appropriate controls around permissions, access, audit trails, vendor risk, and sensitive data handlingDefine where agents can act autonomously, where human approval is required, and how those boundaries are enforced in toolingEnablement & AdoptionCreate playbooks, standards, and training that help engineers, product managers, and designers adopt effective AI-assisted ways of workingRaise the bar on internal practices around context management, prompt and workflow design, evaluation, and safe rolloutServe as a trusted technical leader across teams, influencing direction through strong judgment, credibility, and hands-on executionMentor engineers through design guidance, implementation partnership, and thoughtful code reviewHelp teams distinguish between impressive demos and durable production systemsWho You AreCore Experience~8+ years of professional software engineering experience, with significant time as a senior or staff-level ICA track record of owning and shipping complex, cross-functional initiatives from idea through rollout and adoptionMeaningful hands-on experience building with AI, LLM-powered, agentic, or workflow-automation systems in real environmentsComfort operating in ambiguous domains and making strong decisions with clear tradeoffsStrong product judgment: you know how to choose problems worth solving, not just technologies worth exploringTechnical SkillsDeep experience using modern AI tooling as part of the software development process (AI-assisted coding, agentic workflows, automated debugging, code generation, and workflow automation)Strong full-stack engineering skills: you can design services and APIs, build user-facing interfaces, integrate third-party systems, and wire up telemetry and monitoringDeep familiarity with modern systems design, including reliability, observability, security, performance, and costDeep experience with at least one cloud provider and infrastructure-as-codePractical understanding of patterns relevant to agentic systemsExcellent debugging and incident-response skills; you are comfortable digging into logs, traces, analytics, and system behavior to understand what is actually happeningLeadership & CollaborationProven ability to lead through influence across multiple teams and disciplines without relying on formal authorityClear written and verbal communication; you can explain complex technical topics to both engineers and non-technical stakeholdersComfort collaborating with clinicians, operations, research, product, and design partners in a high-context environmentA pragmatic mindset that balances long-term architectural quality with iterative delivery and fast learningA strong instinct for measuring impact and changing direction when the data says a system is not creating enough valueNice to HaveExperience in healthcare, digital health, or other regulated domains (HIPAA, PHI, SOC 2, etc.).Experience evaluating vendors and open-source tools and making sound build-vs-buy decisionsExperience extending AI-assisted workflows to paying customersReporting & Work ArrangementThis role reports to the VP of Engineering. This is a remote role with occasional travel to Atria locations.Base Salary:$200,000 - $280,000BenefitsAt Atria, we are proud to offer every member of the Atria team:Excellent health and wellness benefits, 100% paid by Atria effective date of hireFlexible Time Off401k contributions and 4% match starting after 6 monthsOpportunity to participate in continuing medical education programs for maintenance of Continued Medical Education and CEUs for professional licensureFitness Perks including Wellhub +Time to give back and make an impact in underserved communities

About Atria

Atria is a membership-based preventive health care practice delivering cutting-edge primary and specialty care from the comfort of your home, at our practices in Palm Beach and New York, or wherever you are in the world.

We bring together a multidisciplinary team of renowned, in-house physicians to provide proactive, preventive, and precision-based care for Atria members and their families. We aim to optimize the lifespan and healthspan of all our members through meticulous screening and tailored interventions to prevent, reverse, or manage all major chronic diseases.

Each member’s care is led by a dedicated Chief Medical Officer who collaborates on your behalf with specialists in cardiology, neurology, pediatrics, gynecology, endocrinology, performance and movement, and more. Our exceptional clinicians also work closely with the 60+ members of the Atria Academy of Science & Medicine, top experts in their respective fields who are available for rapid consults, support, and referrals.

Role Overview

Atria Health is seeking a Staff Software Engineer, Agentic AI to define the strategy and lead the implementation of emerging technologies across our Technology organization and Atria as a whole

This is a senior individual contributor role for a technical leader and builder who is equally comfortable shaping strategy, writing production code, designing governance, and driving adoption. You will identify the highest-leverage opportunities to apply agentic AI across Product, Design, and Engineering; architect and ship the systems that make those workflows faster and better; and establish the measurement, evaluation, and security standards that let us scale confidently.

This role requires someone who actively works at the frontier of AI-assisted development. You should already be using modern AI tooling and agentic workflows as part of your daily work and continuously seeking to leverage the latest developments.

This is not a pure strategy role. We are looking for a seasoned engineer who will build dependable systems, drive their adoption, and show measurable impact.

Your initial focus will be applying agentic AI across Atria’s technology workflows. Working with engineering, product, design, and cross-functional partners, you’ll identify high-leverage opportunities, define where human oversight is required, and establish clear metrics proving improvements in speed, quality, and reliability. After establishing successful systems within the Technology organization, you will explore and drive high-impact applications of agentic AI across other parts of Atria.

Tech Stack

• Languages: TypeScript
• Backend: Node, Express
• Frontend: React
• Infrastructure: Google Cloud Platform, Terraform
• Database: MySQL
• Tooling & Integrations: Cursor, Github, Sentry, Datadog, Mixpanel, Omni

Key Responsibilities

Strategy & Opportunity Selection

• Identify the highest-leverage opportunities for agentic systems and emerging technologies across Product, Design, and Engineering workflows
• Map end-to-end workflows and turn ambiguous opportunities into clear technical strategies and phased execution plans
• Prioritize work based on measurable business value, technical feasibility, operational risk, and adoption potential
• Help Atria stay current on meaningful advances in emerging technologies and translate them into practical plans

Platform & Workflow Development

• Architect and build Atria’s internal platforms for agentic workflows, including context retrieval, integrations, permissions, validation, observability, and auditability
• Design reusable services, APIs, patterns, and interfaces that support AI-assisted workflows across planning, implementation, review, release, and incident response
• Build and ship high-impact workflow improvements yourself, especially in the highest-priority and most technically challenging areas
• Create systems that can safely combine context across code, documentation, design files, collaboration tools, analytics, and other internal sources
• Define integration patterns that allow new workflows to be added without rebuilding core primitives every time

Evaluation, Reliability & Governance

• Establish evaluation frameworks for agentic systems
• Define how output quality is measured and how systems are monitored over time for drift, regressions, and operational failures
• Instrument workflows with meaningful metrics tied to adoption, cycle time, review efficiency, quality, reliability, and user trust
• Partner with Foundations Engineering and other stakeholders to implement appropriate controls around permissions, access, audit trails, vendor risk, and sensitive data handling
• Define where agents can act autonomously, where human approval is required, and how those boundaries are enforced in tooling

Enablement & Adoption

• Create playbooks, standards, and training that help engineers, product managers, and designers adopt effective AI-assisted ways of working
• Raise the bar on internal practices around context management, prompt and workflow design, evaluation, and safe rollout
• Serve as a trusted technical leader across teams, influencing direction through strong judgment, credibility, and hands-on execution
• Mentor engineers through design guidance, implementation partnership, and thoughtful code review
• Help teams distinguish between impressive demos and durable production systems

Who You Are

Core Experience

• ~8+ years of professional software engineering experience, with significant time as a senior or staff-level IC
• A track record of owning and shipping complex, cross-functional initiatives from idea through rollout and adoption
• Meaningful hands-on experience building with AI, LLM-powered, agentic, or workflow-automation systems in real environments
• Comfort operating in ambiguous domains and making strong decisions with clear tradeoffs
• Strong product judgment: you know how to choose problems worth solving, not just technologies worth exploring

Technical Skills

• Deep experience using modern AI tooling as part of the software development process (AI-assisted coding, agentic workflows, automated debugging, code generation, and workflow automation)
• Strong full-stack engineering skills: you can design services and APIs, build user-facing interfaces, integrate third-party systems, and wire up telemetry and monitoring
• Deep familiarity with modern systems design, including reliability, observability, security, performance, and cost
• Deep experience with at least one cloud provider and infrastructure-as-code
• Practical understanding of patterns relevant to agentic systems
• Excellent debugging and incident-response skills; you are comfortable digging into logs, traces, analytics, and system behavior to understand what is actually happening

Leadership & Collaboration

• Proven ability to lead through influence across multiple teams and disciplines without relying on formal authority
• Clear written and verbal communication; you can explain complex technical topics to both engineers and non-technical stakeholders
• Comfort collaborating with clinicians, operations, research, product, and design partners in a high-context environment
• A pragmatic mindset that balances long-term architectural quality with iterative delivery and fast learning
• A strong instinct for measuring impact and changing direction when the data says a system is not creating enough value

Nice to Have

• Experience in healthcare, digital health, or other regulated domains (HIPAA, PHI, SOC 2, etc.).
• Experience evaluating vendors and open-source tools and making sound build-vs-buy decisions
• Experience extending AI-assisted workflows to paying customers

Reporting & Work Arrangement

This role reports to the VP of Engineering. This is a remote role with occasional travel to Atria locations.

Base Salary:

$200,000 - $280,000

Benefits

At Atria, we are proud to offer every member of the Atria team:

• Excellent health and wellness benefits, 100% paid by Atria effective date of hire
• Flexible Time Off
• 401k contributions and 4% match starting after 6 months
• Opportunity to participate in continuing medical education programs for maintenance of Continued Medical Education and CEUs for professional licensure
• Fitness Perks including Wellhub +
• Time to give back and make an impact in underserved communities

The Atria Health and Research Institute is pioneering a precision-based approach to preventive medicine and longevity. We work at the forefront of leading-edge science and technology, and we believe a collaborative approach to modern preventive medicine can extend healthy life for all.Our Atria Health Institute is a membership-based health care practice delivering personalized, preventive medicine grounded in up-to-the-minute science. The Atria Health Institute is a membership-based preventive health care practice. Our collaborative, team-based practice pairs every member with an internist and a multidisciplinary team of specialists spanning 15+ areas of expertise to deliver medicine grounded in up-to-the-minute science. Our members live all over the country and the world, and we deliver in-person care in New York and South Florida, with Los Angeles and the Bay Area coming in 2026.The Atria Research and Global Health Institute is our think tank and research center to advance the cause of preventive medicine for all. Through our global network of 100+ distinguished fellows and researchers, we identify and advance preventive solutions that prevent disease and save lives—democratizing our medical expertise for the greater good.We are on a mission to accelerate a global shift from reactive sick care to proactive, preventive health care. Our goal is to prevent disease and extend healthy life for all by turning leading-edge science into medicine. With our longitudinal research, we aim to prove that personalized prevention reduces chronic disease and extends healthy life, and with our clinical practice, we constantly ask one question: What is biologically possible? The Atria team invites you to embrace our Core Beliefs: Lead with compassion Build better together One size fits one Improvement is the only constant The little things are the big things Our work isn’t done until we’ve changed the world

The Atria Health and Research Institute is pioneering a precision-based approach to preventive medicine and longevity. We work at the forefront of leading-edge science and technology, and we believe a collaborative approach to modern preventive medicine can extend healthy life for all.

Our Atria Health Institute is a membership-based health care practice delivering personalized, preventive medicine grounded in up-to-the-minute science. The Atria Health Institute is a membership-based preventive health care practice. Our collaborative, team-based practice pairs every member with an internist and a multidisciplinary team of specialists spanning 15+ areas of expertise to deliver medicine grounded in up-to-the-minute science. Our members live all over the country and the world, and we deliver in-person care in New York and South Florida, with Los Angeles and the Bay Area coming in 2026.

The Atria Research and Global Health Institute is our think tank and research center to advance the cause of preventive medicine for all. Through our global network of 100+ distinguished fellows and researchers, we identify and advance preventive solutions that prevent disease and save lives—democratizing our medical expertise for the greater good.

We are on a mission to accelerate a global shift from reactive sick care to proactive, preventive health care. Our goal is to prevent disease and extend healthy life for all by turning leading-edge science into medicine. With our longitudinal research, we aim to prove that personalized prevention reduces chronic disease and extends healthy life, and with our clinical practice, we constantly ask one question: What is biologically possible?

The Atria team invites you to embrace our Core Beliefs:

• Lead with compassion
• Build better together
• One size fits one
• Improvement is the only constant
• The little things are the big things
• Our work isn’t done until we’ve changed the world