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 environments (Azure or AWS)
Experience with Databricks or Snowflake and distributed data processing frameworks (e.g., Spark)
Familiarity with feature stores, vector databases, or model-adjacent data systems
Experience managing data quality, validation, and lineage for large, complex datasets
Proficiency in Python and experience with data-frame libraries (e.g., Pandas, Polars)
Experience with ETL/workflow orchestration tools (e.g., Databricks Workflows, Azure Data Factory, AWS Glue)
Familiarity with common data formats (CSV, JSON, XML, Parquet, etc.)
Strong communication skills with the ability to explain technical concepts to non-technical stakeholders
Professional proficiency in English, with regular collaboration across global team
Additional qualifications that could help you succeed even further in this role include:
Experience in healthcare, medical device, life sciences, or manufacturing environments
Familiarity with Business Intelligence tools and analytics platforms
Experience supporting AI/ML use cases through high-quality, well-modeled data
Knowledge of data privacy, security, and compliance best practices
Additional Requirements
In this role, you may be required to enter healthcare or other third-party facilities. Those facilities may, in turn, require you to possess certain licenses, vaccinations, and/or other credentials or qualifications (collectively “prerequisites to entry”) for regulatory, safety, or other business reasons. All information will be kept in accordance with applicable law and Solventum policies. In order to respond to the prerequisites to entry, Solventum may share your information with the providers of medical screens, vaccinations, or verifications as well as the healthcare or other third-party facilities requiring the prerequisites to entry.
Work location
Hybrid
Domestic Travel: May include up to [20%]
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. 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.
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