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Recruiting from Scratch · New York, NY

Machine Learning Engineer

Hybridmid_levelfull time$120,000 – $150,000 / yearPosted 8 days ago
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Stack mentioned

machine-learningragllmfine-tuninggcpbigquerypythontypescripthipaa

Who is Recruiting from Scratch: 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.

https://www.recruitingfromscratch.com/

Title of the Role: Machine Learning Engineer

Location: New York, NY

Company Stage of Funding: Early-Stage, Venture-Backed AI Healthcare Startup

Office Type: Hybrid; some weeks may require up to 5 days/week in-office, other weeks only 1 days but we average 3 days a week

Salary: $120,000–$150,000 + Equity

Role Overview

We’re an early-stage, venture-backed startup building AI systems for medical coding and revenue cycle workflows. We’re looking for a Founding AI 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.

What You’ll Work On

- 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, BigQuery, Pub/Sub)

- Build evaluation and feedback loops to measure accuracy and quality

- Own integrations with EHRs, RCM systems, and other healthcare data sources

What We’re Looking For

- Experience building and shipping LLM + RAG systems in production

- Hands-on experience with model adaptation or fine-tuning techniques

- Strong backend engineering skills (Python, TypeScript, or similar)

- Comfortable working with messy, real-world data and production systems

- Ownership mindset and ability to move quickly in an early-stage startup

Nice to Have

- 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

Compensation

- Base Salary: $120,000 – $150,000

- Equity: Meaningful early-stage equity

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