Engineering · Full-time
Engineering · Full-timeSenior ML Engineer, Healthcare AI.
Ship the agentic AI behind Medonix's denial management, coding, and prior-auth automations, measured against real claim outcomes, not vibes.
About this role
You will work on the AI Suite: eleven specialized agents that handle medical coding, denial management, prior auth, eligibility verification, claim status, and appeals. The agents are evaluated against actual production claim outcomes (clean-claim rate, denial-overturn rate, A/R compression), so the feedback loop is short and concrete.
The team mixes ML engineers and AAPC-credentialed coders. Coders ground-truth the agent's outputs, ML engineers tune the pipeline, and product owns the rollout calendar. We publish how the agents work openly: see /platform/ai-suite/.
What you will own
- Own one or two agent workflows end-to-end: model selection, prompting, fine-tuning, evals, deployment, and the metric they ship against.
- Build and maintain the eval harness that catches regressions before they ship to customer claims.
- Improve cost-per-claim and latency without giving up accuracy on the metrics that matter.
- Partner with the credentialed coders to translate gnarly payer-policy edge cases into eval cases.
Must-haves
- 5+ years in applied ML / NLP, with at least 2 years shipping production LLM-based systems.
- Strong Python and PyTorch / Transformers comfort.
- Experience designing eval harnesses that capture the right thing, not just the easy thing.
- Production experience with retrieval, fine-tuning, and prompt engineering at scale.
Nice-to-haves
- Prior healthcare AI experience (clinical NLP, coding automation, denial workflows).
- Experience with tool-using agents, multi-step planning, or multi-agent orchestration.
- Comfort with PHI-aware data engineering (de-identification, BAA-covered pipelines).
Day in the life
Half your day is on agent design and evaluation: reviewing the latest eval run with the coders, tuning prompts or fine-tunes against the failures, and shipping the next version. The other half is on the infrastructure that makes evaluations cheap and fast. We do not wait six weeks for an experiment.
Compensation
Base $210K–$270K depending on depth, plus 0.10%–0.30% equity, plus a 10–15% target performance bonus.
Talk to RCM
Ready to recover every dollar your practice earns?
See your projected revenue lift in 60 seconds, or talk to a senior RCM strategist now. No commitment. Same-day slots available.
- 30-day parallel-run guarantee
- Targets written into the contract
- HIPAA · SOC 2 Type II · HITRUST