[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.ResponsibilitiesModel Development: Build and deploy ML models to identify missing data, predict treatment delays, triage high-risk referrals, and score payer/patient frictionAI Integration: Architect and maintain LLM-powered workflowsData Infrastructure: Build and maintain data pipelines to collect, clean, label, and store data across systemsModel 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 improvementCross-Functional Partnership: Collaborate with product, engineering, and operations to identify high-leverage automation opportunities and embed models into workflowsSkills6+ 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 SQLStrong experience building and deploying models in production environmentsFamiliar with LLM integration, retrieval-augmented generation (RAG), and vector search (e.g., Pinecone, FAISS)Skilled in working with unstructured data: OCR, NLP, form/document understandingExperience with cloud infrastructure (AWS preferred), Git, and basic DevOps practicesComfortable partnering with product and operations teams to solve real-world business problemsWorking with healthcare data (EMR/EHR, insurance claims, HL7/FHIR)Building patient or payer-facing AI solutions in regulated environments (HIPAA)BenefitsMedical, dental, and vision insurance through our employer planShort and long-term disability coverage401(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 OverviewLocal Infusion is a healthcare services provider that specializes in infusion therapy and related medical treatments. It was founded in 2022, and is headquartered in Nashville, Tennessee, USA, with a workforce of 201-500 employees. Its website is https://mylocalinfusion.com/.