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

Solventum-; Leinster; Hybrid; EUR 110,000 - 160,000; Full time

Job summary

Solventum is hiring a Senior Machine Learning Engineer to translate business needs into scalable ML solutions. You will design and optimize pipelines for data ingestion, training, evaluation and deployment of models, with a focus on privacy and compliance.

You will collaborate with data scientists, domain experts, and stakeholders to build robust, scalable systems in the cloud and on-premises, using Docker, Kubernetes, and CI/CD practices.

Qualifications

• Advanced degree in a relevant field or extensive practical experience in ML.
• Experience delivering end-to-end ML/AI solutions with lifecycle management.
• Knowledge of cloud platforms, esp. AWS, and big data tooling.

Responsibilities

• Translate business requirements into technical ML/AI specifications.
• Design scalable infrastructure for model training and deployment.
• Set up monitoring to detect model degradation and drift.
• Ensure data privacy and compliance with GDPR/HIPAA during development.

Skills

ML lifecycle

Cloud experience (AWS)

Big data processing (Hadoop/Spark)

Docker & Kubernetes

Git & CI/CD

Education

Master's degree in CS/Math or related

PhD in CS/Math or related

Bachelor’s with 5+ years experience

Tools

Docker

Kubernetes

Git

CI/CD

Spark

Hadoop

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 SolventumAt 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 requirementsImplementing automated pipelines for data processing and the training, evaluation and deployment of deep learning or LLM models including Agentic AIDesigning scalable infrastructure for model training and inference, both in the cloud and on-premisesSetting up monitoring to enable the implementation proactive countermeasures for model degradationEnabling data privacy and compliance with healthcare regulations such as GDPR and HIPAA during model development and deploymentYour Skills and ExpertiseTo 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 experienceANDIn 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 deploymentFamiliarity with a cloud provider, preferably AWSProficiency in large-scale data processing technologies, such as Hadoop and SparkHands-on experience with scalable model deployment, e.g., using Docker and KubernetesCapability of providing maintainable and reusable code including source control with Git, unit and integration testing and a solid knowledge of CI/CD conceptsAdditional qualifications that could help you succeed even further in this role include:Solid understanding of Machine Learning methodsFamiliarity with the integration of LLMs and Agentic AI into real-world software solutions, for example via MCPDemonstrated ability of working in interdisciplinary environmentsWork location: Dublin, IrelandWork type: HybridMust be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status) .Supporting Your Well-beingSolventum 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. Applicants must remain alert to fraudulent job postings and recruitment schemes that falsely claim to represent Solventum and seek to exploit job seekers.Please note that all email communications from Solventum regarding job opportunities with the company will be from an email with a domain of @solventum.com . Be wary of unsolicited emails or messages regarding Solventum job opportunities from emails with other email domains.Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly.Solventum Global Terms of Use and Privacy StatementCarefully read these Terms of Use before using this website. Your access to and use of this website and application for a job at Solventum are conditioned on your acceptance and compliance with these terms.Please access the linked document by clicking here . Before submitting your application you will be asked to confirm your agreement with theterms.