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(US) Principal ML System Engineer

11 hours, 48 minutes ago
United States
Full-time
Lead
Machine Learning Engineer
Software Development
AWS Azure CI/CD Databricks Docker GCP Java Kubeflow Kubernetes LLM Machine Learning MLflow MLOps Network Security Python Serverless
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PointClickCare

PointClickCare

PointClickCare provides a leading cloud-based healthcare software platform that enables long-term and post-acute care providers to effectively manage the complete lifecycle of resident care while enhancing operational efficiency and improving resident ...

Health Care Providers & Services
1K-5K
Founded 2000
$232M raised
View All Jobs 70

Description

  • Partner with product and engineering leadership to turn business objectives into a multi-quarter ML platform strategy and roadmap.
  • Define reference architectures and standards for scalable data and ML pipelines across training, evaluation, deployment, and serving.
  • Set MLOps direction and best practices, including CI/CD for models, model registry, feature stores, and experiment tracking.
  • Drive build-vs-buy decisions for core ML platform components.
  • Establish reliability, observability, and performance practices for ML systems in production, including monitoring, alerting, and automated remediation.
  • Establish the ML platform security architecture, including authentication, role-based access control, audit logging, and compliance monitoring.
  • Define secure and cost-efficient integration patterns with existing systems, APIs, and data sources.
  • Provide technical leadership and mentorship across engineering teams and influence the org-wide ML infrastructure roadmap.

Requirements

  • Expert-level Python and Java skills with strong software engineering fundamentals.
  • Deep experience designing and building ML platforms and MLOps workflows at scale.
  • Familiarity with tools such as MLFlow, Kubeflow, Ray, and model-serving frameworks or equivalents.
  • Extensive experience with cloud platforms such as AWS, Azure, and/or GCP.
  • Experience with containerization and orchestration tools such as Docker and Kubernetes.
  • Demonstrated track record of setting technical direction and driving org-wide technical initiatives across multiple teams.
  • Bachelor’s degree or higher in Computer Science, Machine Learning, or a related field (preferred).
  • Familiarity with Azure Machine Learning components, Databricks processing and serverless environments, and ML frameworks to support strategic decision making (preferred).
  • Experience leading and sustaining the buildout of critical cross-team systems (preferred).
  • Experience implementing security at scale, including RBAC, multi-factor authentication, network security best practices, and compliance monitoring (preferred).
  • Experience optimizing large model training and inference, including LLM serving, for performance and cost (preferred).

Interested in this position?

Apply directly on the company website

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