Senior Machine Learning Engineer - Dublin, Ireland (m/f/x)*

IRL Solventum Digital Science Community Limited; Dublin; Hybrid; EUR 90,000 - 140,000; Full time

Job summary

Solventum is seeking a Senior Machine Learning Engineer to join our Dublin team. You will collaborate across disciplines to translate business needs into robust AI/ML solutions, building automated data pipelines, training and deploying models, and ensuring privacy and regulatory compliance.

The role involves scalable cloud and on‑premises infrastructure, monitoring for model health, and delivering production-ready systems using Docker, Kubernetes, and CI/CD practices.

Qualifications

• Master's degree or PhD in computer science, mathematics, or related field, or a Bachelor's with at least 5 years of experience.
• Experience creating engineering solutions that support an AI/ML model lifecycle including data ingestion, training, evaluation, and deployment.
• Familiarity with a cloud provider, preferably AWS.
• Proficiency with large-scale data processing technologies such as Hadoop and Spark.
• Hands-on experience with scalable model deployment using Docker and Kubernetes.
• Source control with Git, unit and integration testing, and solid CI/CD concepts.

Responsibilities

• 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 proactive countermeasures for model degradation.
• Enabling data privacy and compliance with healthcare regulations such as GDPR and HIPAA during model development and deployment.

Skills

AI/ML lifecycle

Cloud ML development

Data processing

Cross-functional collaboration

Education

Master's/PhD in CS/Math/related

Bachelor + 5 years experience

Tools

Docker

Kubernetes

Git

CI/CD

AWS

Hadoop

Spark

Job description

At Solventum, we improve lives by helping healthcare professionals do their best work. Join a team using innovation and insight to make a real impact on the future of healthcare. All roles listed are with Solventum, and we’re committed to protecting your personal information—learn more in our Privacy Policy: https://www.solventum.com/en-us/home/legal/website-privacy-statement/applicant-privacy/

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.

Senior Machine Learning Engineer

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.

Key Responsibilities

• 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

• Master's degree or PhD in computer science, mathematics, OR related fields or Bachelor’s degree with at least 5 years of experience AND
• 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: Dublin, Ireland

Work type: Hybrid

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 status, disability, family status, or membership of the travelling community.

Solventum is committed to maintaining the highest standards of integrity and professionalism in our recruitment process.

Company profile

A new healthcare company with a rich history. With more than 70 years of delivering healthcare innovations, we continue to move the industry forward by helping to solve our customers’ biggest challenges. 20,000+ employees worldwide. Solventum relies on the courage and the boundless insights of professionals worldwide to achieve exceptional results for our customers and those who rely on them. Healthcare that leads with heart and humility starts with listening and never finishes, only evolves. As long as healthcare challenges remain unsolved, we will be here, united by empathy and a relentless belief that countless lives are improved through our work. Operations in 38 countries. Driven by our dedication to improved outcomes for all we serve, we break through by making unprecedented connections that impact lives. In more than 300 offices and facilities around the world, we work closely with customers and partners to create positive healthcare outcomes that transcend borders. To realize our shared vision, we harness diverse talents and perspectives from every background to not only address our customers' most urgent priorities but anticipate the needs of the future.