Senior ML Engineer — Healthcare AI & Deployment

Solventum-; Dublin; Hybrid; EUR 90,000 - 130,000; Full time

Job summary

Solventum in Dublin, Ireland is seeking a Senior Machine Learning Engineer to help deliver cutting‑edge AI solutions for healthcare.

You will collaborate with domain experts and data scientists to translate business needs into scalable pipelines for data processing, training, evaluation and deployment, with emphasis on privacy and compliance.

This role requires hands‑on coding in Docker/Kubernetes, cloud and on‑prem deployments, and close collaboration across disciplines to ship robust models.

Qualifications

• Advanced degree or equivalent with strong research or industry experience.
• Experience building ML pipelines for data ingestion, training, evaluation and deployment.
• Familiarity with cloud services (AWS) and big data processing frameworks.
• Experience deploying models in cloud/on-prem environments with containerization.

Responsibilities

• Collaborate with domain experts to translate business requirements into technical solutions.
• Design scalable training and inference pipelines for deep learning models.
• Ensure data privacy and regulatory compliance (GDPR/HIPAA) during development and deployment.
• Implement monitoring to detect model degradation and maintain system reliability.

Skills

ML lifecycle

LLMs integration

Cross-functional

Data privacy

Education

Master's/PhD in CS/Math or 5+ years experience

Tools

Docker

Kubernetes

AWS

Hadoop

Spark

Git

CI/CD

Job description

Solventum in Dublin, Ireland is seeking a Senior Machine Learning Engineer to help deliver cutting‑edge AI solutions for healthcare.

You will collaborate with domain experts and data scientists to translate business needs into scalable pipelines for data processing, training, evaluation and deployment, with emphasis on privacy and compliance.

This role requires hands‑on coding in Docker/Kubernetes, cloud and on‑prem deployments, and close collaboration across disciplines to ship robust models.