[Remote] Machine Learning Engineer

Note: The job is a remote job and is open to candidates in USA. Local Infusion is the fastest growing infusion provider in the United States, focused on transforming the specialty infusion industry with exceptional patient-centered care and AI-driven technology. They are seeking a Machine Learning Engineer to develop and deploy machine learning models, manage data infrastructure, and collaborate with cross-functional teams to enhance automation and improve patient care.

Responsibilities

• 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

Skills

• 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)

Benefits

• Medical, dental, and vision insurance through our employer plan
• Short and long-term disability coverage
• 401(k) — as an early-stage startup, and we match!
• 15 Days PTO — and we want you to take it!
• Competitive paid parental leave and flexible return to work policy.
• 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.

Company Overview