Founding Engineer
Listed on 2026-01-07
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Software Development
AI Engineer, Software Engineer, Machine Learning/ ML Engineer, Cloud Engineer - Software
Recruiting from Scratch pay range
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Base pay range$/yr - $/yr
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About the CompanyRecruiting from Scratch is a premier talent firm that focuses on placing the best product managers, software, and hardware talent at innovative companies. Our team is 100% remote and we work with teams across the United States to help them hire.
About the RoleWe’re an early-stage, venture-backed startup building AI systems for medical coding and revenue cycle workflows. We’re looking for a Founding Engineer to take end-to-end ownership of core AI systems—from data ingestion and retrieval to model adaptation and production deployment. This is a hands‑on role in a fast-paced environment with high responsibility and meaningful equity upside.
Responsibilities- Design and build RAG systems over clinical notes, billing data, and coding guidelines
- Adapt and fine‑tune LLMs (LoRA/QLoRA, instruction tuning) for medical coding and explanations
- Help architect and operate GCP-based infrastructure (Cloud Run/GKE, Vertex AI, Big Query, Pub/Sub)
- Build evaluation and feedback loops to measure accuracy and quality
- Own integrations with EHRs, RCM systems, and other healthcare data sources
- Experience building and shipping LLM + RAG systems in production
- Hands‑on experience with model adaptation or fine‑tuning techniques
- Comfortable working with messy, real‑world data and production systems
- Ownership mindset and ability to move quickly in an early‑stage startup
- Healthcare, EHR, or medical coding experience (ICD‑10, CPT, HCPCS)
- Experience handling PHI and working in HIPAA‑regulated environments
- Familiarity with Vertex AI or high‑performance inference
- NYC‑based or able to be in‑office periodically
Base Salary: $120,000 – $150,000. Equity:
Meaningful early‑stage equity.
We are committed to diversity and inclusivity.
Benefits- Medical insurance
- Vision insurance
- 401(k)
Referrals increase your chances of interviewing at Recruiting from Scratch by 2x.
LocationNew York, United States (NYC‑based or periodic office attendance required)
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