Staff Software Engineer leading agentic AI implementation at Atria Health. Focused on technology workflows and cross-functional collaboration for innovative healthcare solutions.
Responsibilities
Define the strategy and lead the implementation of emerging technologies across our Technology organization and Atria as a whole
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
Establish the measurement, evaluation, and security standards that let us scale confidently
Apply agentic AI across Atria’s technology workflows
Identify high-leverage opportunities, define where human oversight is required, and establish clear metrics proving improvements in speed, quality, and reliability
Explore and drive high-impact applications of agentic AI across other parts of Atria
Architect and build Atria’s internal platforms for agentic workflows
Design reusable services, APIs, patterns, and interfaces that support AI-assisted workflows
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
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
Define where agents can act autonomously, where human approval is required, and how those boundaries are enforced in tooling
Create playbooks, standards, and training that help engineers, product managers, and designers adopt effective AI-assisted ways of working
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
Requirements
~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
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
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.).
Nice to Have: Experience evaluating vendors and open-source tools and making sound build-vs-buy decisions
Nice to Have: Experience extending AI-assisted workflows to paying customers
Benefits
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
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