Machine Learning Developer

Machine Learning Developer (m/f/*)

remote type

Hybrid

locations

DE, Neuss

time type

Full time

job requisition id

R01119843

Thank you for your interest in working for our Company. Recruiting the right talent is crucial to our goals. On April 1, 2024, 3M Healthcare underwent a corporate spin-off leading to the creation of a new company named Solventum. We are still in the process of updating our Careers Page and applicant documents, which currently have 3M branding. Please bear with us. In the interim, our Privacy Policy here: https://www.solventum.com/en-us/home/legal/website-privacy-statement/applicant-privacy/ continues to apply to any personal information you submit, and the 3M-branded positions listed on our Careers Page are for Solventum positions. As it was with 3M, at Solventum all qualified applicants will receive consideration for employment without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

 

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.

 

The Impact You’ll Make in this Role:

As a Machine Learning Developer (m/f/*), 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:

• Developing and evaluating ML models (e.g., CNN, transformer, LLM) for document classification, both for R&D and productive use

• Creating tools for automatic analysis of medical documents, using state-of-the-art technology like transformers and generative AI and collaborating with our experienced domain experts

• Understanding business requirements and mapping them to ML metrics

• Exploring, processing and merging datasets

• Integration and automatic deployment of the finished models into our cloud systems

• Reviewing current AI research and contributing to our technology strategy

• Contributing to the strategic development of our machine learning portfolio by keeping up with the state of research and identifying promising opportunities

 

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 field or Bachelor’s degree with profound work experience

• Strong experience in machine learning for text analysis, using libraries like Pytorch, Transformers, PySpark

• Significant experience with deep learning models, e.g. transformers or generative AI

• Solid grasp of statistics and exploratory data analysis

• Fluency in English as well as good language skills in German

• Good presentation ability

 

Additional qualifications that will help you succeed in the role:

• Good ability to self-organize and communicate on different levels of technical/business issues

• Able to extract clear insights from complicated data, document and present to an audience

• Familiarity with AWS, Github, Linux/Unix systems, CI/CD, MLOps, Java

• Interest in medicine

 

Work location:

• Hybrid Eligible (onsite presence in Düsseldorf at least 1 day per week)