Applied AI Engineer
Stem Health Inc. - 28 emplois
Toronto, ON
Publié il y a 6 jours
Détails de l'emploi :
Télétravail
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About Stem HealthStem Health is reimagining the primary care experience for individuals who want a more thoughtful relationship with their health. Physician-led and membership-based, we combine medical excellence with the warmth of hospitality anchored in a beautifully designed flagship clinic at First Canadian Place, opening September 2026. Our care model is relationship-based, data-informed, and built on time, trust, and exceptional service.
Why This Role MattersHealthcare is full of moments where important information gets buried, handoffs create friction,teams repeat manual work, and members are left carrying the burden of coordination. At StemHealth, we believe AI can help change that if it is applied thoughtfully.
This role is about building practical, trusted tools that help our teams work with more context,speed, and confidence. You might help a clinician quickly understand a members healthjourney, support a care coordinator in managing follow-ups, automate repetitive operationalworkflows, improve internal knowledge access, or create intelligent tools that make the memberexperience feel more seamless. You will be close to the work, close to the users, and close tothe mission.
This is not a research role focused on training foundation models. It is a product-mindedengineering role focused on applying modern AI capabilities to real problems in a healthcareenvironment where privacy, reliability, safety, and trust are not optional.
What You Help Build•You will design and ship AI-enabled products and workflows that support Stem Health's clinical,operational, and member-facing teams. Examples of what you may work on include:• Internal AI assistants that help teams find, summarize, and act on information moreefficiently.• Tools that support care coordination, follow-up tracking, appointment preparation,documentation, and member support.• Knowledge systems that make Stem Health's clinical, operational, and service informationeasier to access and apply.• Workflow automations that reduce manual effort and improve consistency across themember journey.•AI-enabled applications that integrate with Stem Health systems, data sources, andoperating workflows.• Evaluation, monitoring, and guardrail systems that ensure AI outputs are accurate, useful,secure, and appropriate for healthcare use.•You will help take ideas from rough problem statements to working prototypes, then intoproduction-quality tools that are used, measured, and improved over time.
How You will WorkThis role sits at the intersection of engineering, product, operations, and care delivery. You willspend time understanding how Stem Health actually works: how members move through care,how clinicians prepare and follow up, how operations teams coordinate activity, whereinformation lives, and where workflows can be improved.From there, you will design and build practical solutions connecting AI capabilities to data,systems, APIs, internal tools, and business processes. You will test what you build with realusers, refine it based on feedback, and help ensure it fits naturally into how teams work.You will also help establish the patterns and standards for how Stem Health uses AIresponsibly: access controls, human oversight, monitoring, evaluation, documentation, andprivacy-aware design.
What Distinctive Looks LikeYou will be successful in this role if the tools you build make Stem Health better at deliveringcare. That means:• Clinicians and care teams can access relevant context more quickly.• Members experience more timely, personalized, and coordinated support.• Operational workflows become simpler, faster, and more consistent.• Internal knowledge becomes easier to find and apply.• AI systems are trusted because they are well-tested, monitored, and appropriatelygoverned.• New ideas move from concept to real-world use without getting stuck in endlessexperimentation.•We are looking for someone who cares about outcomes, not demos.
Qualifications & ExperienceWhat you bring• 5+ years of experience in software engineering, AI engineering, data engineering, solutionengineering, automation, or a related technical discipline.• Strong programming skills, especially in Python.• Experience building and deploying production software or internal tools used by realteams.• Experience working with APIs, databases, cloud environments, and system integrations.•Hands-on experience with modern large language model platforms OpenAI, AnthropicClaude, or similar.• Familiarity with AI application patterns: retrieval-augmented generation, structuredoutputs, tool calling, prompt design, workflow orchestration, and agentic systems.• An understanding of what it takes to make AI applications reliable, observable, secure,and maintainable in production.• Strong communication skills and the ability to work effectively with both technical and non-technical stakeholders.•You do not need to have worked in healthcare before, but you should be motivated by thecomplexity and responsibility of building technology in a healthcare setting.
What will help you stand out• Experience building AI assistants, copilots, agents, enterprise search, workflowautomations, or knowledge management tools.• Experience with frameworks and tools such as LangGraph, n8n, Logic Apps, vectordatabases, evaluation frameworks, observability platforms, or cloud AI services.• Experience working with sensitive data, regulated environments, or healthcare-specificplatforms — EMRs/EHRs, CRMs, scheduling systems, or member/patient engagementtools.• Experience designing human-in-the-loop systems where AI supports professionaljudgment rather than replacing it.• Experience bringing early-stage products from prototype to real-world adoption in agrowing organization.
Ideal CandidateYou like building from zero to one. You are curious about how care is delivered and humbleenough to learn from the people doing the work. You are technical, but not technology-first you start with the problem, the user, and the desired outcome.You move quickly, but thoughtfully. You are comfortable with ambiguity, but you do not confusespeed with recklessness. You know that in healthcare, trust is earned through quality, safety,clarity, and follow-through. You are excited by the idea of helping define how AI should workinside a modern healthcare company not in theory, but in practice.
Why Join Stem Health• Help build the AI foundation of a physician-led, membership-based clinic at FirstCanadian Place opening September 2026 at a moment when the model and thetechnology are both being defined from scratch.• Your work will directly shape how we coordinate care, how we use information, how ourteams spend their time, and how members experience Stem Health this is applied AIwith real clinical and human stakes.• You will be close to the mission, close to the users, and close to the problems notbuilding in isolation from a back office.• An early-stage opportunity to help establish the patterns, standards, and culture for howAI is used responsibly inside a growing private healthcare organization.• Interested but not sure you meet every requirement? We still want to hear from you. Wecare about people who are thoughtful, curious, practical, and motivated to build things thatmatter.
Why This Role MattersHealthcare is full of moments where important information gets buried, handoffs create friction,teams repeat manual work, and members are left carrying the burden of coordination. At StemHealth, we believe AI can help change that if it is applied thoughtfully.
This role is about building practical, trusted tools that help our teams work with more context,speed, and confidence. You might help a clinician quickly understand a members healthjourney, support a care coordinator in managing follow-ups, automate repetitive operationalworkflows, improve internal knowledge access, or create intelligent tools that make the memberexperience feel more seamless. You will be close to the work, close to the users, and close tothe mission.
This is not a research role focused on training foundation models. It is a product-mindedengineering role focused on applying modern AI capabilities to real problems in a healthcareenvironment where privacy, reliability, safety, and trust are not optional.
What You Help Build•You will design and ship AI-enabled products and workflows that support Stem Health's clinical,operational, and member-facing teams. Examples of what you may work on include:• Internal AI assistants that help teams find, summarize, and act on information moreefficiently.• Tools that support care coordination, follow-up tracking, appointment preparation,documentation, and member support.• Knowledge systems that make Stem Health's clinical, operational, and service informationeasier to access and apply.• Workflow automations that reduce manual effort and improve consistency across themember journey.•AI-enabled applications that integrate with Stem Health systems, data sources, andoperating workflows.• Evaluation, monitoring, and guardrail systems that ensure AI outputs are accurate, useful,secure, and appropriate for healthcare use.•You will help take ideas from rough problem statements to working prototypes, then intoproduction-quality tools that are used, measured, and improved over time.
How You will WorkThis role sits at the intersection of engineering, product, operations, and care delivery. You willspend time understanding how Stem Health actually works: how members move through care,how clinicians prepare and follow up, how operations teams coordinate activity, whereinformation lives, and where workflows can be improved.From there, you will design and build practical solutions connecting AI capabilities to data,systems, APIs, internal tools, and business processes. You will test what you build with realusers, refine it based on feedback, and help ensure it fits naturally into how teams work.You will also help establish the patterns and standards for how Stem Health uses AIresponsibly: access controls, human oversight, monitoring, evaluation, documentation, andprivacy-aware design.
What Distinctive Looks LikeYou will be successful in this role if the tools you build make Stem Health better at deliveringcare. That means:• Clinicians and care teams can access relevant context more quickly.• Members experience more timely, personalized, and coordinated support.• Operational workflows become simpler, faster, and more consistent.• Internal knowledge becomes easier to find and apply.• AI systems are trusted because they are well-tested, monitored, and appropriatelygoverned.• New ideas move from concept to real-world use without getting stuck in endlessexperimentation.•We are looking for someone who cares about outcomes, not demos.
Qualifications & ExperienceWhat you bring• 5+ years of experience in software engineering, AI engineering, data engineering, solutionengineering, automation, or a related technical discipline.• Strong programming skills, especially in Python.• Experience building and deploying production software or internal tools used by realteams.• Experience working with APIs, databases, cloud environments, and system integrations.•Hands-on experience with modern large language model platforms OpenAI, AnthropicClaude, or similar.• Familiarity with AI application patterns: retrieval-augmented generation, structuredoutputs, tool calling, prompt design, workflow orchestration, and agentic systems.• An understanding of what it takes to make AI applications reliable, observable, secure,and maintainable in production.• Strong communication skills and the ability to work effectively with both technical and non-technical stakeholders.•You do not need to have worked in healthcare before, but you should be motivated by thecomplexity and responsibility of building technology in a healthcare setting.
What will help you stand out• Experience building AI assistants, copilots, agents, enterprise search, workflowautomations, or knowledge management tools.• Experience with frameworks and tools such as LangGraph, n8n, Logic Apps, vectordatabases, evaluation frameworks, observability platforms, or cloud AI services.• Experience working with sensitive data, regulated environments, or healthcare-specificplatforms — EMRs/EHRs, CRMs, scheduling systems, or member/patient engagementtools.• Experience designing human-in-the-loop systems where AI supports professionaljudgment rather than replacing it.• Experience bringing early-stage products from prototype to real-world adoption in agrowing organization.
Ideal CandidateYou like building from zero to one. You are curious about how care is delivered and humbleenough to learn from the people doing the work. You are technical, but not technology-first you start with the problem, the user, and the desired outcome.You move quickly, but thoughtfully. You are comfortable with ambiguity, but you do not confusespeed with recklessness. You know that in healthcare, trust is earned through quality, safety,clarity, and follow-through. You are excited by the idea of helping define how AI should workinside a modern healthcare company not in theory, but in practice.
Why Join Stem Health• Help build the AI foundation of a physician-led, membership-based clinic at FirstCanadian Place opening September 2026 at a moment when the model and thetechnology are both being defined from scratch.• Your work will directly shape how we coordinate care, how we use information, how ourteams spend their time, and how members experience Stem Health this is applied AIwith real clinical and human stakes.• You will be close to the mission, close to the users, and close to the problems notbuilding in isolation from a back office.• An early-stage opportunity to help establish the patterns, standards, and culture for howAI is used responsibly inside a growing private healthcare organization.• Interested but not sure you meet every requirement? We still want to hear from you. Wecare about people who are thoughtful, curious, practical, and motivated to build things thatmatter.
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