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Magical

Senior Software Engineer

Magical

. Design and build backend and full-stack systems for AI agents and healthcare automations .

Posted 9/19/2026full-timeToronto • CanadaSeniorWebsite

Core Competencies

Role fit
Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in designing and building backend systems and full-stack solutions for AI agents and healthcare automation, with a strong focus on runtime reliability, systems design, and integration of AI tools into production environments.

Highest-signal resume keywords
Backend System DevelopmentSystems Design SkillsAI Tool IntegrationEvent-Driven ArchitecturesHealthcare Operations Experience

ATS Keywords

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Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills
Software DevelopmentDistributed SystemsDatabasesAPIsQueuesAsynchronous WorkflowsObservabilityAutomation CreationWorkflow PathwaysRuntime Reliability
Soft Skills
MentoringTeam EffectivenessTechnical Direction
Tools & Technologies
Workflow EnginesAI ModelsLLMs
Industry Keywords
Healthcare AutomationRevenue Cycle ManagementSOPsDecision Trees

Tech Stack

Tools & technologies
Distributed Systems

About the role

Key responsibilities & impact
  • Design and build backend and full-stack systems for AI agents and healthcare automations
  • Set technical direction within a project or product area, especially when requirements are ambiguous
  • Build features for automation creation, workflow pathways, testing, editing, and production run reporting
  • Improve runtime reliability through run state management, queues, idempotency, error classification, alerts, and dashboards
  • Own critical services from architecture through deployment, monitoring, and iteration
  • Transform unstructured customer inputs such as SOPs, decision trees, portal behaviors, and edge cases into dependable automations
  • Build systems that draft, test, and enhance workflows, catch failures, recommend edits, and identify when human intervention is needed
  • Contribute to runtime reliability, workflow pathways, evaluations, and specialized agents for critical healthcare tasks
  • Set technical direction, drive delivery, enhance team effectiveness, and mentor teammates

Requirements

What you’ll need
  • 5+ years of software development experience
  • Experience building and owning backend systems deployed in production
  • Ability to turn ambiguous product requirements into a clear technical plan
  • Strong systems design skills, including distributed systems, databases, APIs, queues, asynchronous workflows, and observability
  • Experience integrating AI tools into the development workflow and willingness to experiment with new approaches
  • Experience with platform, infrastructure, or workflow systems at scale (preferred)
  • Experience building agentic products or agent-based workflows (preferred)
  • Experience integrating LLMs or AI models into production backend systems (preferred)
  • Background in event-driven architectures, workflow engines, observability, or runtime reliability (preferred)
  • Experience in healthcare operations or revenue cycle management (preferred)