Job Description

Responsibilities:

Ramp up on the existing FastAPI service and PydanticAI agent architecture.
Review the sleep content library, device APIs, and common conversation patterns.
Make initial improvements to prompts, validation, or routing logic to stabilize quality.

AI Chat Development:

Build out evaluation and testing systems to validate responses against Hatch’s sleep guidance.
Work with sleep consultants to translate their knowledge to deterministic logic and model prompts.
Add instrumentation for monitoring, logging, and conversation analytics.

Natural Language Interface Project:

Design and implement multi-agent architecture for command processing pipeline.
Build routine creation wizard using LLM-powered recommendations.
Establish practical engineering patterns for using LLM APIs (validation, fallbacks, tests, observability).

About Hatch

At Hatch, they’re on a mission to help people build better sleep habits—so they can feel more focused, energized, and present in their lives.