Senior Data Engineer - AI & ML Enablement

Das ist der Job

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Darum lohnt es sich

Senior Data Engineer (Solventum) Responsibilities 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 such as 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 Qualifications 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 and 10 years of the same job‑related experience 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 such as 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 a global team Additional Qualifications 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.

Location Remote Travel May include up to 10% domestic or international travel. Benefits 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.

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.

Legal Work Authorization Must be legally authorized to work in the country of employment without sponsorship for employment visa status. Equal Opportunity Employment Solventum is an equal‑opportunity employer.

Solventum does not discriminate against any applicant for reasons of race, color, age, religion, sex, sexual orientation, gender identity or expression, national origin, disability, or veteran status.

Al igual que en 3M, en Solventum se brinda igualdad de oportunidades a todos los candidatos calificados, sin distinción de raza, color, religión, sexo, orientación sexual, identidad o expresión de género, origen nacional, discapacidad o estatus como veterano. Solventum es un empleador que ofrece las mismas oportunidades.

Solventum no discriminará a ningún solicitante de empleo por razones de raza, color, edad, religión, sexo, orientación sexual, identidad o expresión de género, origen nacional, discapacidad o estado de veterano. #J-18808-Ljbffr