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# Machine Learning Engineer

- **Company:** R1 RCM Inc.
- **Location:** Boise, ID, United States (Remote available)
- **Salary:** $140,000.0 - $270,000.0
- **Contract:** Permanent contract
- **Skills:** Artificial Intelligence, Automated Storage and Retrieval Systems, Machine Learning, Systems Architecture, Deep Learning, Model Validation, Generative AI, Agentic-AI, Machine Learning Operations
- **Published:** October 11, 2026
- **Apply:** https://www.juju.com/job/1_r1rcm-R260000007540

## About the Role

Here's what you will experience working as a Machine Learning Engineer: + Design and develop scalable AI systems for retrieval, ranking, categorization, and generative AI over large-scale unstructured healthcare data + Design, build, and operate AI/ML Systems end-to-end: from problem framing and model selection to production build and deployment, to ongoing improvement. + Work backwards from complex business problems to define AI abstractions and system architectures that are scalable, explainable, and maintainable + Design ranking and triage models that determine how work is routed between AI agents and human operators + Partner closely with software engineers, product managers, clinicians, and operators to ensure AI/ML systems deliver measurable business value **Required Skills:** + Strong experience designing, building, and deploying production AI/ML systems and services. + Experience building and scaling 0*1 AI products from prototype to production. + Experience with
model evaluation, benchmarking, experiment tracking, validation methodologies, and ML lifecycle management. + Experience developing large-scale AI applications involving retrieval systems, ranking models, generative AI, or other advanced machine learning technologies. + Proven ability to collaborate across cross-functional teams and translate complex business problems into scalable AI solutions. **Preferred Skills:** + Experience working with healthcare data, healthcare technology, or Revenue Cycle Management (RCM) environments. + Experience mentoring engineers and driving AI/ML best practices across teams. _We prefer this role to be Hybrid (3 days onsite) at our SOHO Office Hub in New York City._ **Role Leveling:** We are looking for candidates at various levels, ranging from Level 2 to Staff + **L2:** Independently delivers a complete end-to-end project, owning design, implementation, and delivery of scoped work (Compensation Range for L2: $140k - $200k) +