[Remote] ML/AI Data Engineer

Note: The job is a remote job and is open to candidates in USA. Nest Health is a value-based care provider focused on making healthcare accessible to high-risk families. The Machine Learning Data Engineer will transform healthcare data into scalable ML-powered solutions, collaborating with data scientists and stakeholders to ensure robust data pipelines and impactful insights. Responsibilities • Model healthcare data for operations, analytics and ML using dimensional or data-vault techniques • Partner with data scientists to productionize ML/AI solutions: implement feature pipelines, batch and streaming inference endpoints, drift/performance monitoring, and practical explainability for end users • Automate repetitive analytics tasks and integrate ML models into production-grade data pipelines • Design, build, and maintain pipelines supporting batch and near-real-time operational, analytical and ML workloads • Enable downstream analytics by publishing curated marts/views and managing schema updates Skills • Bachelor's degree in Computer Science, Statistics, Engineering or related field. A comparable combination of education and experience may be considered • 3–6 years in data engineering building production pipelines and data models in a cloud environment • Hands-on ML/AI experience: feature engineering, deployment, monitoring, and practical explainability • Strong SQL (Snowflake or similar) and Python; experience with orchestration tools (ADF or similar) and CI/CD for data • Familiarity with healthcare and Salesforce data models is a plus Benefits • Employer-sponsored health, dental, and life options • Generous PTO • Family- centric health support with access to Lyric’s comprehensive services for urgent care, behavioral health, psychology, and psychiatry for you and your entire family, including virtual veterinary care for your pets • Company supported Parental Leave for both primary/non-primary care givers with options for a tiered return to work, and eligibility to receive additional hours PTO for Prenatal Care and Backup Childcare • Receive reimbursement for work- related vehicle expenses, including commuting and travel costs, for staff who drive as part of their job responsibilities • Opportunity to receive up to $3,000/year Tuition Reimbursement to support your educational and professional development by covering a portion of costs relating to fees, course materials, or other related expenses • Employer sponsored short-term and long-term disability benefits to provide financial support in the event of illness or injury that prevents you from working • Enrollment in 401 (k) Retirement Plan through Human Interest to help save for your future with flexible contribution options Company Overview • Nest Health is a healthcare platform that provides home and virtual visits for primary care, pediatric care, and mental health services. It was founded in 2021, and is headquartered in New Orleans, Louisiana, USA, with a workforce of 51-200 employees. Its website is Apply tot his job