Job Description:
Senior Data Engineer ( 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 Senior Data 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:
- Design, build, and maintain robust ETL/ELT pipelines supporting large, complex datasets with evolving schemas
- Support embedding generation and vector-based data pipelines for AI and GenAI use cases
- Develop scalable batch and streaming data pipelines using cloud-based data platforms (e.g., Snowflake or Databricks)
- Create and evolve semantic data models that transform raw data into analytics-ready, trustworthy datasets
- Build data preprocessing, validation, and quality-assurance tooling to ensure reliability and correctness
- Design pipelines that support both offline model training and low-latency inference workloads
- Drive the design of modern data architectures that balance scalability, performance, and maintainability
- Implement data quality checks, lineage, and monitoring for enterprise-scale datasets
- Work closely with product, analytics, AI/ML, IT, and business teams to understand data needs and enable data-driven initiatives
- Interface with stakeholders across manufacturing, quality, post-market surveillance, commercial, and clinical domains
- Provide technical leadership and mentorship to other data engineers, promoting best practices and continuous improvement
Your Skills and Expertise
To set you up for success in this role from day one, Solventum requires (at a minimum) the following qualifications:
- Bachelor’s Degree or higher in Computer Science, Mathematics, engineering or a related technical field AND 6-8 years of job related experience OR High School Diploma/GED from AND 10 years of the same job-related experience
In addition to the above requirements, the following are also required:
- Strong experience with SQL, relational and NoSQL databases
- Hands-on experience building and maintaining large-scale data pipelines in cloud env