Senior Data Engineer
Mass General BrighamAbout the role
Mass General Brigham relies on a wide range of professionals, including doctors, nurses, business people, tech experts, researchers, and systems analysts to advance our mission. As a not-for-profit, we support patient care, research, teaching, and community service, striving to provide exceptional care. We believe that high-performing teams drive groundbreaking medical discoveries and invite all applicants to join us and experience what it means to be part of Mass General Brigham.
Job Summary
Channing Division of Network Medicine - Chronic Disease & Epidemiology UnitThe Data Engineer will play a crucial role in our research enterprise by modernizing the data warehouse of the Nurses’ Health Studies, a respected and far-reaching investigation into women’s health. We are seeking an individual who can redesign the data interface and successfully increase access and efficiency by improving the data model, structure, and workflow. The NHS research platform has been well served for decades by a homegrown computing infrastructure. This legacy system is now showing its age, however, affecting productivity and data-sharing ability. The NHS data collection continues to grow in scale and scope, requiring advanced and innovative methodologies for storage, access, sharing, and analysis.
We seek a talented and experienced Data Engineer to build interactive access queries through Gen3 (gen3.org); and develop accurate and automated data processing pipelines that implement validation tools. The ideal candidate will excel at self-direction, task management, creative problem-solving, and iterative communication with stakeholders. The Data Scientist must be someone who thrives in a dynamic academic research environment.
The Nurses’ Health Studies (NHS), renowned for epidemiological research of chronic disease, encompass four primary studies with over 300,000 participants followed for over four decades. The NHS research platform includes extensive questionnaire data covering disease, lifestyle, and nutrition, a biobank with millions of specimens and thousands of associated biomarkers, GIS-based exposure measures, imaging, and a wide range of disease outcomes. NHS researchers are among the world's foremost health researchers from Mass General Brigham, Harvard T.H. Chan School of Public Health, and other top institutions worldwide. Our data infrastructure team includes experts with decades of experience and dedication to the NHS. NHS researchers have published thousands of scientific papers that have helped improve the treatment and prevention of chronic disease.
Qualifications
PRINCIPAL DUTIES AND RESPONSIBILITIES:
Design and implement scalable data pipelines and storage solutions to accommodate the growth of NHS
Optimize data access and retrieval methods for maximum efficiency
Attain project goals through individual contributions and successful development team leadership
Develop and oversee an integration plan for new processes and tools
Meet regularly with stakeholders to assess data requirements and solution validation
Apply both strategic and hands-on efforts when delivering data and analytics solution action plans to stakeholders
Establish data governance practices to ensure data quality, security, and compliance
Understand and maintain health data compliance requirements
QUALIFICATIONS:
Master’s or PhD in Computer Science, Data Science, Statistics, or related field
3+ years data engineering experience
Indepth knowledge of GraphQL and/or other graph query languages.
Experience with Gen3 query development and data submission workflows
Experience with Kubernetes Management. Extensive knowledge on postgresSQL.
Postgres and Kubernetes are mandatory.
Previous experience with SQL preferred
Extensive UNIX scripting for Kubernetes/Files
Proficient in Python and/or Java, including the use of APIs or web services
Experience with Pandas and Large scale data movements. Experience with data modeling and architecture.
Understanding of health data compliance, security plans, data protection, and the types of controls associated with them is a plus
SKILLS/ ABILITIES/ COMPETENCIES REQUIRED:
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