Solventum
ML Engineer
Pennsylvania, USA · Mid · full-time
No sponsorshipDetected 129 days ago
PythonJavaGoCode ReviewGitAWSGCPAzureCloud PlatformsDockerKubernetesCI/CDAPI DevelopmentMachine LearningPyTorchscikit-learnPandasSparkAirflowdbtData EngineeringData ScienceLLMsMLOps
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odds of building a lasting career here
37Risky
Cap-exempt (no lottery)0
Sponsors this role80
Entry-level history0
PERM / green-card track0
Lottery odds40
Fits your clock70
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About the role
- ML Engineer 3M Health Care is now Solventum At Solventum, we enable better, smarter, safer healthcare to improve lives.
- Because people, and their wellbeing, are at the heart of every scientific advancement we pursue.
- Because at Solventum, we never stop solving for you.
Responsibilities
- Feature Management: Help build and maintain feature stores and data layers that ensure consistency between training and production environments.
- Help build and maintain feature stores and data layers that ensure consistency between training and production environments.
- While we continue updating the Solventum Careers Page and applicant materials, some documents may still reflect legacy branding.
Requirements
- Bachelor's or Master's degree in Computer Science, Software Engineering, Data Engineering, or a related field.
- AND Programming: Strong proficiency in Python and familiarity with SQL.
- Cloud & Infrastructure: Hands-on experience with at least one major cloud provider (AWS, Azure, or Google Cloud Platform) and containerization (Docker).
- Data Tools: Experience with data processing frameworks (like Pandas, Spark, or dbt).
Nice to have
- Knowledge of a compiled language (like Go or Java) is a plus.
Benefits
- Solventum is a new healthcare company with a long legacy of solving big challenges that improve lives and help healthcare professionals perform at their best.
- Guided by empathy, insight, and clinical intelligence, we collaborate with the best minds in healthcare to address our customers' toughest challenges.
- We partner closely with the brightest minds in healthcare to ensure that every solution we create melds the latest technology with compassion and empathy.
- The Impact You'll Make in this Role As an ML Engineer, you will be responsible for building and maintaining the pipelines that power AI in our Healthcare Information Systems (HIS).
- Data Engineering & Integration Data Pipelines: Develop and optimize ETL processes to transform healthcare data (FHIR, HL7) into clean, usable datasets for model training and inference.
- System Integration: Work closely with backend teams to integrate ML outputs into our core healthcare applications.
Company info
- At Solventum, people are at the heart of every innovation we pursue.
- Job Description: ML Engineer 3M Health Care is now Solventum At Solventum, we enable better, smarter, safer healthcare to improve lives.
- We are looking for a practical, detail-oriented engineer who is passionate about MLOps, data reliability, and production stability.
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This listing is sourced directly from Solventum's careers page and normalized into a canonical job model.