Senior Data Architect
1 day ago
About the Role:
AbbVie's Genomics Research Center (GRC) is seeking a highly motivated Senior Data Architect to join the Bioinformatics Engineering (BE) team. This position will support the GRC's strategy of maximizing the value of our data through the development of scalable data storage and management solutions.
Key Responsibilities:
- Design and develop scalable and efficient omics data storage platforms to accommodate large-scale bioinformatics data.
- Collaborate with bioinformatics engineers and scientists to understand data requirements and develop loading processes for newly generated omics data.
- Build robust and secure APIs to facilitate data access, retrieval, and integration across different bioinformatics applications.
- Optimize the performance of data storage and retrieval operations to ensure quick and accurate access to omics data.
- Implement data governance and security measures to maintain data integrity and assure stakeholder access.
- Stay up-to-date with emerging technologies and industry trends in bioinformatics and data architecture to drive innovation and improve data management processes.
- Provide technical leadership and guidance to junior data architects and developers in the team.
- Collaborate with other Bioinformatics Engineering sub teams to identify and address data integration and interoperability challenges.
- Conduct performance analysis and troubleshooting to identify bottlenecks and implement solutions for improved system performance.
- Collaborate with data scientists and analysts to develop data models and structures that enable effective data analysis and interpretation.
Requirements:
- Degree in computer science, bioinformatics, or a related field.
- Demonstrated experience in the pharmaceutical industry or related field.
- Extensive experience in designing and implementing scalable and efficient data management platforms for bioinformatics data.
- Demonstrated expertise with AWS services such as S3, EC2, RDS, RedShift, Athena.
- Expert knowledge of bioinformatics data, including omics data types and formats.
- Proficiency in programming languages such as Python, Java, or R, and extensive experience with database technologies such as SQL, NoSQL, and cloud-based storage solutions.
- Ability to design and build efficient data flows, including extraction, transformation, and loading (ETL) processes, to ensure seamless integration and movement of bioinformatics data across different systems and platforms.
- Experience leveraging distributed computing systems like Apache Spark.
- Demonstrated ability to build and maintain APIs for data access, retrieval, and integration.
- Comprehensive understanding of data governance and security measures to ensure data integrity and stakeholder access.
- In-depth knowledge of emerging technologies and trends in bioinformatics and data architecture.
- Ability to provide technical leadership and guidance to Bioinformatics Engineering team members and Bioinformatics partners.
- Excellent collaboration and communication skills to work effectively with bioinformatics engineers, scientists, and cross-functional teams including IT resource providers.
- Proven ability to identify and address data integration and interoperability challenges.
- Experience in performance analysis, troubleshooting, and implementing solutions to improve system performance.
- Ability to collaborate with data scientists and analysts to develop effective data models and structures for analysis and interpretation.
Preferred Qualifications:
- Experience administering high-performance computing (HPC) resources.
- Knowledge of machine learning and data mining techniques for bioinformatics data analysis.
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