Local Infusion
Machine Learning Engineer
Remote Machine Learning Engineer role with clear candidate location fit.
PostedJun 13, 2026
Eligible countries1 accepted country
Seniority signalMiddle
Work settingRemote
Accepted candidate locations
USA
Role overview
Machine Learning Engineer
Requirements and responsibilities
Readable role content extracted into sections for faster review.
Key Accountabilities:
- Model Development: Build and deploy ML models to identify missing data, predict treatment delays, triage high-risk referrals, and score payer/patient friction
- AI Integration: Architect and maintain LLM-powered workflows
- Data Infrastructure: Build and maintain data pipelines to collect, clean, label, and store data across systems
- Model Monitoring: Define success metrics, monitor model performance over time, and iterate quickly to improve accuracy and reliability. Set up training data, data labeling workflows or feedback loops for model improvement.
- Cross-Functional Partnership: Collaborate with product, engineering, and operations to identify high-leverage automation opportunities and embed models into workflows.
Key Requirements:
- 6+ years in ML engineering, data science, or applied AI roles (bonus for healthcare experience).
- Proficient in Python (Pandas, Scikit-learn, LangChain, PyTorch or TensorFlow) and SQL.
- Strong experience building and deploying models in production environments.
- Familiar with LLM integration, retrieval-augmented generation (RAG), and vector search (e.g., Pinecone, FAISS).
- Skilled in working with unstructured data: OCR, NLP, form/document understanding.
- Experience with cloud infrastructure (AWS preferred), Git, and basic DevOps practices.
- Comfortable partnering with product and operations teams to solve real-world business problems.
- Working with healthcare data (EMR/EHR, insurance claims, HL7/FHIR).
- Building patient or payer-facing AI solutions in regulated environments (HIPAA).
The Local Infusion Way
- Medical, dental, and vision insurance through our employer plan
- Short and long-term disability coverage
The Local Infusion Way
- 401(k) — as an early-stage startup, and we match!
The Local Infusion Way
- 15 Days PTO — and we want you to take it!
The Local Infusion Way
- Competitive paid parental leave and flexible return to work policy.
The Local Infusion Way
- We invest in your career. Our company is growing quickly, and we'll give you the opportunity to do the same. You'll have access to a number of professional development opportunities so that you can keep up with the company's evolving needs and grow your career along the way.
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