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Solventum is seeking an ML Engineer to build and maintain AI pipelines for healthcare applications in Dublin, Ireland. The role focuses on MLOps, data reliability, and production stability, requiring strong programming skills and experience in cloud environments.
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Job Summary
As an ML Engineer, you will be responsible for building and maintaining the pipelines that power AI in our Healthcare Information Systems (HIS).
You will help bridge the gap between data science and software engineering by implementing automated workflows, managing cloud infrastructure, and ensuring our AI services are secure and scalable.
We partner closely with the brightest minds in healthcare to ensure that every solution we create melds the latest technology with compassion and empathy.
Matching Summary
Match Score: 75
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Solventum is seeking an ML Engineer to build and maintain AI pipelines for healthcare applications in Dublin, Ireland. The role focuses on MLOps, data reliability, and production stability, requiring strong programming skills and experience in cloud environments.
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Skills & Requirements
Must-have
MLOps and Deployment
Data Engineering and Integration
Python programming
Cloud and Infrastructure
ML libraries and MLOps tools
Data processing frameworks
HIPAA and HITRUST security standards
Nice-to-have
Deploying Large Language Models
Frameworks like LangChain
Regulated environment experience
API design and microservices architecture
Go or Java programming
Key Requirements
Bachelor's or Master's degree in Computer Science, Software Engineering, Data Engineering, or a related field
3-5 years of professional experience in software engineering or data engineering
At least 2 years focused on machine learning production environments
Strong proficiency in Python and familiarity with SQL
Hands-on experience with at least one major cloud provider (AWS, Azure, or GCP) and containerization (Docker)
Familiarity with ML libraries (PyTorch or Scikit-learn) and MLOps tools (like Airflow, Prefect, BentoML, or Kubeflow)
Experience with data processing frameworks (like Pandas, Spark, or dbt)
Work Rights
Must be legally authorized to work in country of employment without sponsorship for employment visa status