Machine Learning Engineer

Local Infusion is building a next-generation operating system for infusion care - powered by automation, AI, and real-time insights. We’re looking for a Machine Learning Engineer to own the intelligence layer of our platform. You’ll work across structured and unstructured data to drive automation, predict bottlenecks, and help patients start treatment faster., * 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.

Do you have experience in Text mining tools?, * 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).

Pulled from the full job description

• Paid parental leave
• Parental leave
• 401(k)
• Health insurance
• Paid time off
• Vision insurance
• Dental insurance, Local Infusion is a respectful, upbeat, and remote-first team united by our mission of shaping the way specialty infusion care is delivered. We are highly ambitious but understand that in order to do a great job, we have to take care of ourselves; we expect that you will have time and energy devoted to your families, friends and hobbies.

As part of our team, full-time employees get:

• 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.

We don’t discriminate-Local Infusion is an Equal Employment Opportunity (EEO) Employer. We fundamentally believe that a more diverse and inclusive team leads to a stronger company more able to achieve our vision.

Local Infusion is the fastest growing infusion provider in the United States, with a mission to transform the specialty infusion industry, because patients deserve better. By providing both exceptional, patient-centered care and the proprietary, AI-driven technology powering it, Local Infusion accelerates access, simplifies workflows, and improves outcomes for everyone in the infusion journey - from patients and clinicians to health plans, health systems, employers, and pharma.