Why Biotechnology Needs Data Science
Biotechnology increasingly depends on data science. The Genomics Concentration trains data scientists to use genomics as a foundation for solving problems in human health, agriculture, and the life sciences.
Across the biotechnology pipeline, data science helps researchers identify drug targets, evaluate experiments, discover biomarkers, develop diagnostics, and tailor treatments. Genomic data is central to many of these efforts, from precision medicine and CRISPR gene editing to crop and livestock improvement. Genomic data is part of a broader data ecosystem that also includes molecular, clinical, imaging, and experimental data.
This work requires people who can connect biological questions with computational methods. Strong data science skills, paired with knowledge of genomics and molecular biology, prepare graduates to contribute across biotechnology, pharmaceutical research, healthcare, and academic science.
For data scientists, genomics offers both a high-impact application area and a rigorous training ground for working with complex, high-dimensional biological data.
Preparing for Careers in Biotechnology and Genomics
The REGARDS Genomics Concentration, offered by the University of Virginia's School of Data Science in collaboration with the UVA Department of Genome Sciences and supported by the National Human Genome Research Institute, prepares students for this interdisciplinary work. Students complete the core M.S. in Data Science (MSDS) curriculum and develop domain knowledge in genomics, molecular biology, and computational biology. This combination provides a foundation for careers in biomedical research, healthcare analytics, biotechnology, pharmaceuticals, genomics, and related fields.
Graduates leave prepared to analyze complex biological data and build the pipelines, models, and tools used in modern biotechnology and biomedical research. They can apply those skills in pharmaceutical R&D, biotechnology and genomics companies, healthcare and academic research settings, or Ph.D. programs.
What the Genomics Concentration Offers
Students in the Genomics Concentration complete all requirements of the residential MSDS program, plus:
- A capstone embedded in active biotech or biomedical research. Students complete their summer capstone project with the UVA Department of Genome Sciences, applying advanced genomic and computational methods to complex human diseases and active research questions.
- Nine credits of specialized coursework in molecular and computational biology, connecting the core MSDS curriculum with the biological knowledge needed to work in biotechnology and biomedical research.
Funding, Research and Professional Support
- Up to nine students per cohort in the residential MSDS program are selected for the Genomics Concentration.
- Selected students receive nearly $12,000 in tuition remission to cover the nine credits of Genomics Concentration coursework ($11,886 was covered in 2025-26; the 2026-27 figure will be published once approved in early 2027).
- Students travel to two conferences per year to present their research and build professional connections across genomics, biotechnology, and biomedical data science. Students receive up to a $5,000 stipend annually to cover conference registration, travel, and accommodations.
Have questions about life in the program? Connect with Nasifa Rahman, a student currently enrolled in the Genomics Concentration.
Who should apply?
The Genomics Concentration is designed for students who want to apply data science in biotechnology, biomedical research, healthcare, or related areas of the life sciences. To qualify, you must:
- Hold an undergraduate degree in computer science, computational science, engineering, statistics, cybersecurity, astronomy, physics, cognitive science, data science, kinesiology, or a related field.
- Select "Yes, I would like to be considered for the REGARDS Genomics Concentration" on the MSDS residential application.
- Submit a short answer response (150-250 words) explaining why you want to pursue the Genomics Concentration and how it supports your professional goals.
- Be admitted to the MSDS residential program.
International applicants on an F-1 visa are welcome to apply; the Genomics Concentration is open to all applicants who meet the degree requirement.
How do I apply?
Genomics Concentration applicants apply to the MSDS residential program and are reviewed on the same holistic basis as every other applicant. There is no separate admissions track or interview process. Selected applicants are notified directly in their offer letter.
The first round of Genomics Concentration offers is made from the Priority Round (Dec. 15, 2026) pool, so applying early gives you an early advantage in the selection process.
If I'm not selected for the Genomics Concentration, can I still be admitted to MSDS residential?
Yes.
Is an interview required as part of the admissions process?
No.
Are there additional prerequisites to applying?
No.
How much tuition will I receive if accepted?
Remission covers tuition and fees for the 9 credits of Genomics Concentration coursework.
Can an international student on an F-1 visa pursue the Genomics Concentration?
Yes. The Genomics Concentration is open to all applicants with a qualifying undergraduate degree, regardless of visa status.
