{"schemaVersion":"jobsearcher.job.v1","id":"325c037e50232abe1b4c77f6","url":"https://jobsearcher.com/jobs/325c037e50232abe1b4c77f6","canonicalUrl":"https://jobsearcher.com/jobs/325c037e50232abe1b4c77f6","title":"Software Engineer","description":"About Magical\n\nMagical is an agentic automation platform transforming healthcare with state-of-the-art AI—delivering AI agents that work in real production environments.\n\nWe believe the future of healthcare will be shaped not by replacing people, but by amplifying their talents. Magical empowers healthcare organizations to scale their top experts across every workflow, driving greater accuracy, efficiency, and care throughout operations.\n\nOur \"AI employees\" automate repetitive, time-consuming workflows while keeping people in control. We focus on healthcare—a $4 trillion industry overwhelmed by administrative complexity—automating critical processes like prior authorizations and medical coding, so providers can focus more on patient care.\n\nOur Traction\n\nCustomers are expanding from initial workflows into broader use cases after seeing reliable production results\n\n7-day proof-of-concept projects demonstrate real value quickly, where months are typical in the industry\n\nOur self-healing automations deliver production-grade reliability at scale\n\nMagical is backed by Greylock, Coatue, and Lightspeed, with $41M raised. Our founder, Harpaul Sambhi, previously sold his first company to LinkedIn.\n\nAbout the Role\n\nAs a Software Engineer, you’ll build the systems powering Magical’s AI agents. This is a wide-funnel role, open to a range of experience levels and backgrounds. We’ll calibrate scope according to your skills, but we’re looking for people eager to own meaningful work, learn quickly, and help us ship robust products.\n\nUnder the hood, Magical orchestrates long-running, high-stakes healthcare workflows involving queues, run state, browser automation, model calls, evaluations, observability, and human-in-the-loop recovery.\n\nYou’ll help convert messy customer inputs—SOPs, decision trees, portal behaviors, edge cases—into reliable automations. You’ll design systems that draft workflows, test them, catch failures, recommend edits, and escalate to humans as needed. You’ll also work on runtime reliability, workflow pathways, evaluations, and specialized agents for repeatable healthcare tasks.\n\nThis is a hybrid role based in our Toronto office.\n\nWhat You’ll Do\n\nDesign and build backend and full-stack systems for AI agents and healthcare automations\n\nOwn projects from implementation through deployment, monitoring, and iteration\n\nBuild product and platform features for automation creation, workflow pathways, testing, editing, and production run reporting\n\nImprove reliability with better run state management, queues, error classification, alerts, and dashboards\n\nCollaborate with product, design, and deployment engineering to turn real healthcare workflows into robust automation systems\n\nYou May Be a Fit If\n\nYou’ve built backend or full-stack systems running in production\n\nYou have strong fundamentals across databases, APIs, queues, async workflows, and observability\n\nYou’re comfortable working in TypeScript/Node or a similar backend stack\n\nYou’ve integrated AI tools into your developer workflow and enjoy experimenting with new approaches\n\nYou favor action—shipping, learning, prioritizing, and iterating quickly\n\nYou take ownership of your work and enjoy helping teammates grow\n\nEven Better If\n\nExperience building platform, infrastructure, or workflow systems\n\nExperience creating agentic products or agent-based workflows\n\nExperience integrating LLMs or AI models into production backend systems\n\nBackground in event-driven architectures, workflow engines, observability, or runtime reliability\n\nExperience in healthcare operations or revenue cycle management\n\nWe’re building the best self-serve agentic automation platform for healthcare, and we’re just getting started. Come join us.","company":"Magical","rawCompany":"magical","city":"Millbrae","state":"CA","isRemote":false,"isActive":false,"createdAt":"2026-08-15T10:26:41.736Z","occupations":[{"code":"15-1252.00","title":"Software Developers","slug":"software-developers"},{"code":"15-1299.08","title":"Computer Systems Engineers/Architects","slug":"computer-systems-engineers-architects"},{"code":"15-1299.00","title":"Computer Occupations, All Other","slug":"computer-occupations-all-other"}],"industries":[{"code":"541511","title":"Custom Computer Programming Services","slug":"custom-computer-programming-services"},{"code":"513210","title":"Software Publishers","slug":"software-publishers"},{"code":"541512","title":"Computer Systems Design Services","slug":"computer-systems-design-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Software Engineer","description":"About Magical\n\nMagical is an agentic automation platform transforming healthcare with state-of-the-art AI—delivering AI agents that work in real production environments.\n\nWe believe the future of healthcare will be shaped not by replacing people, but by amplifying their talents. Magical empowers healthcare organizations to scale their top experts across every workflow, driving greater accuracy, efficiency, and care throughout operations.\n\nOur \"AI employees\" automate repetitive, time-consuming workflows while keeping people in control. We focus on healthcare—a $4 trillion industry overwhelmed by administrative complexity—automating critical processes like prior authorizations and medical coding, so providers can focus more on patient care.\n\nOur Traction\n\nCustomers are expanding from initial workflows into broader use cases after seeing reliable production results\n\n7-day proof-of-concept projects demonstrate real value quickly, where months are typical in the industry\n\nOur self-healing automations deliver production-grade reliability at scale\n\nMagical is backed by Greylock, Coatue, and Lightspeed, with $41M raised. Our founder, Harpaul Sambhi, previously sold his first company to LinkedIn.\n\nAbout the Role\n\nAs a Software Engineer, you’ll build the systems powering Magical’s AI agents. This is a wide-funnel role, open to a range of experience levels and backgrounds. We’ll calibrate scope according to your skills, but we’re looking for people eager to own meaningful work, learn quickly, and help us ship robust products.\n\nUnder the hood, Magical orchestrates long-running, high-stakes healthcare workflows involving queues, run state, browser automation, model calls, evaluations, observability, and human-in-the-loop recovery.\n\nYou’ll help convert messy customer inputs—SOPs, decision trees, portal behaviors, edge cases—into reliable automations. You’ll design systems that draft workflows, test them, catch failures, recommend edits, and escalate to humans as needed. You’ll also work on runtime reliability, workflow pathways, evaluations, and specialized agents for repeatable healthcare tasks.\n\nThis is a hybrid role based in our Toronto office.\n\nWhat You’ll Do\n\nDesign and build backend and full-stack systems for AI agents and healthcare automations\n\nOwn projects from implementation through deployment, monitoring, and iteration\n\nBuild product and platform features for automation creation, workflow pathways, testing, editing, and production run reporting\n\nImprove reliability with better run state management, queues, error classification, alerts, and dashboards\n\nCollaborate with product, design, and deployment engineering to turn real healthcare workflows into robust automation systems\n\nYou May Be a Fit If\n\nYou’ve built backend or full-stack systems running in production\n\nYou have strong fundamentals across databases, APIs, queues, async workflows, and observability\n\nYou’re comfortable working in TypeScript/Node or a similar backend stack\n\nYou’ve integrated AI tools into your developer workflow and enjoy experimenting with new approaches\n\nYou favor action—shipping, learning, prioritizing, and iterating quickly\n\nYou take ownership of your work and enjoy helping teammates grow\n\nEven Better If\n\nExperience building platform, infrastructure, or workflow systems\n\nExperience creating agentic products or agent-based workflows\n\nExperience integrating LLMs or AI models into production backend systems\n\nBackground in event-driven architectures, workflow engines, observability, or runtime reliability\n\nExperience in healthcare operations or revenue cycle management\n\nWe’re building the best self-serve agentic automation platform for healthcare, and we’re just getting started. Come join us.","datePosted":"2026-08-15T10:26:41.736Z","dateModified":"2026-08-15T10:26:41.736Z","hiringOrganization":{"@type":"Organization","name":"Magical","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Millbrae","addressRegion":"CA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"325c037e50232abe1b4c77f6"},"url":"https://jobsearcher.com/jobs/325c037e50232abe1b4c77f6"}}