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Job Description:
3M Health Care is now Solventum
At Solventum, we enable better, smarter, safer healthcare to improve lives. As a new company with a long legacy of creating breakthrough solutions for our customers’ toughest challenges, we pioneer game-changing innovations at the intersection of health, material and data science that change patients' lives for the better while enabling healthcare professionals to perform at their best. Because people, and their wellbeing, are at the heart of every scientific advancement we pursue.
We partner closely with the brightest minds in healthcare to ensure that every solution we create melds the latest technology with compassion and empathy. Because at Solventum, we never stop solving for you.
As a Senior Machine Learning Engineer, you will have the opportunity to tap into your curiosity and collaborate with some of the most innovative and diverse people around the world.
Here, you will make an impact by:
Collaborating cross-functionally with domain experts, data scientists, and stakeholders to translate business requirements to technical requirements
Implementing automated pipelines for data processing and the training, evaluation and deployment of deep learning or LLM models including Agentic AI
Designing scalable infrastructure for model training and inference, both in the cloud and on-premises
Setting up monitoring to enable the implementation proactive countermeasures for model degradation
Enabling data privacy and compliance with healthcare regulations such as GDPR and HIPAA during model development and deployment
Your Skills and Expertise
To set you up for success in this role from day one, Solventum requires (at a minimum) the following qualifications:
Master's degree or PhD in computer science, mathematics, OR related fields or Bachelor’s degree with at least 5 years of experience
AND
In addition to the above requirements, the following are also required:
Experience creating engineering solutions that support an AI / ML model’s lifecycle including data ingestion, training, evaluation, and deployment
Familiarity with a cloud provider, preferably AWS
Proficiency in large-scale data processing technologies, such as Hadoop and Spark
Hands-on experience with scalable model deployment, e.g., using Docker and Kubernetes
Capability of providing maintainable and reusable code including source control with Git, unit and integration testing and a solid knowledge of CI/CD concepts
Additional qualifications that could help you succeed even further in this role include:
Solid understanding of Machine Learning methods
Familiarity with the integration of LLMs and Agentic AI into real-world software solutions, for example via MCP
Demonstrated ability of working in interdisciplinary environments
Work location: Remote-Ireland - candidates must be based in Ireland full time, with an expectation to be available to attend the Solventum HQ in Dublin, for onboarding, training, and 1-day per month team meetings.
Work type: Remote
#LI-Remote
Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status) .
Supporting Your Well-being
Solventum offers many programs to help you live your best life – both physically and financially. To ensure competitive pay and benefits, Solventum regularly benchmarks with other companies that are comparable in size and scope.
Diversity & Inclusion
(*) We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, gender, sexual orientation, age, civil…