Product Engineer
Listed on 2026-01-25
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Software Development
AI Engineer, Full Stack Developer
Overview
Recruiting from Scratch is a specialized talent firm dedicated to helping companies build exceptional teams. We partner closely with our clients to deeply understand their needs, then connect them with top-tier candidates who are not only highly skilled but also the right fit for the company’s culture and vision. Our mission is simple: place the best people in the right roles to drive long-term success for both clients and candidates.
Location: New York City
Employment Type: Full-time
Location Type: On-site
About the RoleAs a Product Engineer
, you will sit at the center of the member experience, translating powerful AI capabilities into beautiful, intuitive, and reliable product features
. This is a highly cross-functional role spanning frontend, backend, and AI integration, with direct ownership over user-facing experiences.
You’ll partner closely with AI and backend teams to bring sophisticated LLM-powered systems to life through thoughtful product design and high-quality engineering.
What You Will DoTo give you a sense of the impact you’ll have, here are some projects you may own:
- AI-Powered Triage: Build the full-stack experience for an AI triage tool that guides users through clear, conversational flows to help them find the right level of care—saving time, money, and stress.
- The Infinitely Patient Care Partner: Develop real-time, streaming chat interfaces for an AI care partner that feels supportive, empathetic, and human.
- Proactive Health Engine: Own full-stack systems that surface AI-driven insights to users through personalized in-app notifications and interactive modules that encourage preventive care.
- End-to-End Feature Ownership: Build and maintain features across the entire stack, from Python/Postgres backend APIs to modern web and mobile frontends.
This role is a great fit if you’re a product-minded engineer who loves building and cares deeply about user experience.
Required- Strong experience shipping high-quality, full-stack consumer applications
- Proficiency with Python, Postgres, Type Script, and React (React Native a plus)
- Proven ability to own 0→1 product features from concept to production
- Strong product intuition and attention to UX details
- Comfort integrating APIs (including LLM-powered services) into user-facing products
- High standards for code quality and maintainability
- Experience in regulated domains such as healthcare or fintech
- Strong eye for visual design and interaction details
- Prior experience building mobile applications
- Additional: Performance bonus + equity
- Final compensation determined by experience, skill level, and interview performance
- High ownership: Real responsibility from day one in a high-trust environment
- Meaningful mission: Your work directly improves how people access and experience healthcare
- Rapid growth: Expanding scope, new challenges, and fast career velocity
- AI that matters: Build AI-powered products that solve real-world problems
- High-velocity culture: Collaborative, ambitious, and execution-focused
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