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This listing was closed on Jul 19, 2026.
Browse Open JobsPrincipal MLOps Engineer
Summary by AIEngineer.careers
Principal MLOps Engineer is a MLOps Engineer role (full-time). with Solventum. in REMOTE, WORLDWIDE. Compensation shown: $143K–$196K. Imported listing (source: linkedin.com). Apply on the employer's site (linkedin.com).
Imported listing (source: linkedin.com) · Apply on linkedin.com
REMOTE · WORLDWIDE
$143K–$196K
Full-time
PRINCIPAL
The sections below reproduce the third-party job description for reference. AIEngineer.careers does not write or control this text.
Imported job description
Sourced from linkedin.com
Solventum seeks a Principal MLOps Engineer to lead operational architecture, deployment strategy, and reliability for AI in healthcare information systems. You will define enterprise release governance, monitoring standards, and incident management for mission-critical clinical environments.
Responsibilities
- Architect and govern comprehensive release strategy with automated approval gates and deployment readiness standards. Establish deployment execution standards for promoting AI across all environments. Oversee enterprise model registry with CI/CD integration. Define monitoring standards, SLAs/SLOs, and dashboards. Architect automated checks for data quality and model drift. Establish production incident process with triage, escalation, postmortems, and rollback mechanisms. Partner with Platform teams for ATO compliance and operational reporting.
Requirements
- Bachelor's Degree in Computer Science, Software Engineering, or related field. 10+ years in software engineering with at least 6 years deploying large-scale ML systems in production. Expert-level experience with cloud providers (AWS/GCP/Azure) and orchestration tools (Kubernetes, Kubeflow, or Airflow). Expert-level Python and Java/Go. Deep proficiency in backend frameworks, microservices, and system design. Expert knowledge of monitoring stacks (Prometheus, Grafana, Datadog) and enterprise SLAs/SLOs for AI services. Proven track record in automated deployment pipelines, complex rollback procedures, and model registry governance.
Solventum
Saint Paul · US · 20000+ employees
Solventum is a healthcare company specializing in medical, surgical, dental, and health information technology solutions. It was formed as a spin-off of 3M's healthcare business and focuses on innovative technology to improve patient outcomes.
