Recruiting from Scratch

Machine Learning Engineer

Recruiting from Scratch  •  New York / California (Remote)  •  1 hour ago
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Job Description

Recruiting 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 client:

Location: New York City (Hybrid; some weeks may require up to 5 days/week in-office, other weeks only 1 days but we average 3 days a week)

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

Recruiting from Scratch

About Recruiting from Scratch

Recruiting from Scratch provides recruiting services for companies that need to hire the best talent in software engineering, hardware engineering, product design, product management, marketing, GTM, and accounting & finance.

Industry
HR & Recruiting
Company Size
51-200 employees
Headquarters
New York, NY
Year Founded
2021
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