Short-Term Data Engineer
2 months ago
We are seeking a highly skilled Short-Term Data Engineer to join our team at F. Hoffmann-La Roche Gruppe. As a key member of our analytics engineering team, you will play a critical role in harmonizing source data models to/from common data models such as OMOP or FHIR.
Key Responsibilities- Collaborate with clinical terminologists, medical informatics architects, data engineers, and data scientists to produce data sets that are ready for analysis or model building.
- Create and apply tests to the data pipeline using state-of-the-art approaches, ensuring that the mapped data retain the same semantics as the original data within the context of specific use cases.
- Support specific projects with analytics engineering needs and leverage this experience to help design and develop scalable ways for mapping data.
- Develop and maintain ETL/ELT pipelines for real-world data and co-create scalable approaches for mapping data using declarative and functional programming approaches.
- Understand the complexities of RWD use cases from both business and IT/technical perspectives and develop a strategic approach to balance short-term benefits and long-term costs.
- Partner with data scientists to understand and address their needs as well as with IT business domain leadership to influence product roadmaps.
- 5+ years of relevant experience and a Bachelor's or Master's degree in computer science, data science, informatics.
- Hands-on experience with healthcare data in at least one of the following disease areas: oncology, neuro, immunology, infectious diseases, ophthalmology, cardiovascular, and metabolism.
- Hands-on experience with real-world data, specifically OMOP.
- Proficiency in Python (numpy, pandas, etc.) or R, SQL, CI/CD, and git.
- Experience with semantic web technologies (e.g., RDF, OWL) and graph databases (e.g., Neo4j, GraphDB) is a plus.
F. Hoffmann-La Roche Gruppe is a leading research-focused healthcare group with over 100,000 people across 100 countries. We are committed to innovation, curiosity, and diversity, and we foster a culture of collaboration and teamwork. Our Mississauga facility is a vibrant and inclusive workplace that reflects our innovative culture.
We are an equal opportunities employer and welcome applications from diverse candidates. If you have a valid reason for not being fully immunized, you may request an exemption and/or adaptation measures regarding this vaccination requirement.
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