Data Engineer
Tono Health
✨ Why This Is a Good Vibe Coding Job
Why This Is a Good Vibe Coding Job: Tono Health explicitly integrates AI tools like Anthropic and OpenAI into their core product while maintaining high standards to avoid technical debt. Their modern stack—featuring DuckDB, dlt, and Prefect—is highly compatible with AI-assisted development, allowing engineers to focus on high-level data architecture through natural language orchestration.
Data Architecture for Autonomous Medicine
Tono Health is reinventing the specialty clinic experience by merging software with patient care. As a Data Engineer, you will be the primary architect of the pipelines that power both clinical operations and their cutting-edge AI features. You will transform raw data from various sources into reliable, well-modeled datasets that doctors and engineers use to accelerate patient access to care.
Tech Stack & Vibe Coding Potential
This role is ideal for developers who leverage AI tools to move faster. Tono uses a sophisticated stack including DuckDB, dbt, and Prefect, which are perfectly suited for AI-assisted coding and declarative pipeline management. You will also directly contribute to the company's AI strategy by:
- Engineering datasets for LLM training and evaluation loops.
- Building ingestion pipelines using modern tools like dlt.
- Maintaining high-integrity data models that serve as the ground truth for clinical AI.
Growth and Impact
Joining a venture-backed startup at this stage offers direct access to founders and a team of experts from top-tier tech companies. You'll have the autonomy to own your work from design to deployment in a high-velocity environment that values disciplined shipping. This is a unique opportunity to apply modern data engineering and AI-assisted workflows to solve real-world problems in the regulated healthcare space.
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Last reviewed: Oct 29, 2026. How we source and review jobs.