Senior ML Engineer - Healthcare AI & Denial Automation

Medonix; United States; Remoto; USD 140.000 - 230.000; Tempo integral

Resumo da vaga

Medonix is building the AI suite that powers denial management, coding, and prior-auth automation, with evaluation grounded in real claim outcomes. You will own one or two end-to-end agent workflows—from model selection and prompting to deployment—and you’ll craft eval harnesses that catch regressions before shipping.

Day-to-day work mixes rapid experimentation with scalable infra, aiming to reduce cost per claim and latency without sacrificing accuracy, while partnering with credentialed coders

Qualificações

• 5+ years in applied ML / NLP with 2+ years shipping production LLMs.
• Strong Python and PyTorch / Transformers experience.
• Production experience with retrieval, fine-tuning, and prompt engineering at scale.

Responsabilidades

• Own one or two end-to-end agent workflows—from model selection and prompting to deployment.
• Build and maintain an eval harness to catch regressions before shipping.
• Improve cost-per-claim and latency while preserving accuracy metrics.
• Design and evaluate prompts and fine-tunes with a fast feedback loop.

Conhecimentos

Applied ML / NLP

Python

PyTorch

Transformers

Eval harness design

Ferramentas

Retrieval systems

Fine-tuning pipelines

Prompt engineering

Descrição da vaga

Medonix is building the AI suite that powers denial management, coding, and prior-auth automation, with evaluation grounded in real claim outcomes. You will own one or two end-to-end agent workflows—from model selection and prompting to deployment—and you’ll craft eval harnesses that catch regressions before shipping.

Day-to-day work mixes rapid experimentation with scalable infra, aiming to reduce cost per claim and latency without sacrificing accuracy, while partnering with credentialed coders