Senior Staff AI/ML Engineer
Core
Provide technical leadership for Abbott's Medical Devices Digital AI initiatives, driving architecture, scalability, and operational excellence of enterprise AI platforms.
Role type
Senior Staff IC AI/ML Engineer (Infrastructure & Strategy)
Builds
Production-grade AI infrastructure, MLOps pipelines, and scalable cloud/on-prem hybrid ML systems for medical devices.
Domain
Healthcare / Medical Devices / AI Infrastructure
Deliverable
infrastructure
Required skills
ML infrastructure design, GenAI and Agentic AI development, MLOps, cloud platform engineering, containerization, pipeline orchestration, IaC, database modeling, distributed systems architecture, security by design, technical leadership, mentorship
Preferred skills
FDA-regulated business experience, FDA 510(k) submissions, clinical-grade ML product development, design thinking, signal processing, computer vision, multimodal learning, data security best practices
Technologies
AWS, Azure, Google Cloud, Docker, Kubernetes, Airflow, Terraform, Azure ML SDK, Azure Data Factory, Databricks, Spark, SQL, NoSQL
Responsibilities
Architect highly available, secure, scalable cloud/on-prem hybrid ML infrastructure; implement robust CI/CD workflows for ML models including testing, rollout, and rollback; mentor ML and SW engineers and establish coding standards; drive alignment of architecture strategy with business leaders; ensure compliance with regulatory standards (HIPAA, GDPR, SaMD); partner with data scientists and cross-functional stakeholders to accelerate AI solution deployment.
Seniority
Senior Staff, hands-on IC with strategic leadership
