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High — generic fullstack title, mid-level (5+) demand, metro context and broad skillset increase competition.
Medium — core TypeScript, fullstack and cloud skills transfer broadly, though AI and healthcare experience are advantageous.
High — mandatory 5+ years plus strong TypeScript, Next.js, AWS and event-driven systems requirements.
Develop and deliver end-to-end features across React UI, Next.js server actions, APIs, and event pipelines within an AI scribe platform.
Work on TypeScript microservices, AWS cloud infrastructure including Terraform, ECS/EKS, and participate in AI agent integration relevant to clinical workflows.
Debug and improve cross-service issues and developer tooling including CI/CD pipelines and deployment processes.
At least 5 years of professional software engineering experience.
Strong TypeScript skills with proficiency in both browser (React) and server (Node.js) environments.
Experience with Next.js or comparable full-stack frameworks including server components and API routes.
Experience with AWS cloud services and infrastructure as code tools such as Terraform or CloudFormation, and familiarity with event-driven systems like Kafka or SQS.
A versatile engineer comfortable working across the full stack and cloud infrastructure, not limited to a single technology.
Able to rapidly learn new system areas, context-switch effectively, and take ownership without needing detailed task instructions.
Preferably has working knowledge of AI/LLM agent frameworks and orchestration, and some exposure to healthcare or EMR systems (nice to have).