What does a Computational Biologist do?
Computational biologists are skilled scientists who use complex computer algorithms for the research and analysis of biological systems. They use computers and advanced data analytics software to research biological topics, including cellular growth, protein sampling, or genetic sequencing. They create mathematical equations, compute trends in the way life works and functions, perform bioinformatics laboratory research, and perform various research applications and tasks in the field.
Computational biologists work in government and commercial industries, as post-secondary teachers, or computer and information research scientists. In academia, they might work as a biology professor. In contrast, in computer and information research science, they may work with pharmaceutical companies, software companies, and biotechnology companies for research and development projects. In government, they may be hired in various health and research institutes to analyze vast quantities of research data. Computational biologists need a Ph.D. Relevant work also includes a bachelor's or master's degree in biology and other appropriate fields.
- Develop and apply methods to design portfolios of protein engineering experiments, exploring and exploiting the design space around a biotherapeutic target.
- Ability to troubleshoot scientific and technical challenges and contribute to their resolution.
- Develop and apply algorithms to simultaneously optimize diverse properties characterizing protein sequence, structure, and function, in order to engineer potent biotherapeutics.
- Design and generate constructs for protein expression, purification and optimized expression in bacterial, insect, and mammalian cells.
- Perform protein crystallography, including initial screening, crystal quality optimization, data collection and structure determination.
- Participate in multi-disciplinary teams to conduct structure-based design efforts.
- Prepare internally reviewed technical reports, make oral presentations to scientists and management, and publish and present externally.
- Experience in construct design and molecular biology including standard DNA and RNA manipulations, cloning, site-directed mutagenesis, in vitro transcription, tag and fusion protein design, conducting limited proteolysis experiments and molecular modeling software.
- Collaborate with teams of multi-disciplinary scientists to define and execute analysis plans to address scientific questions using internal and external omics datasets.
- Bachelor's Degree or higher in computer science.
- Advanced understanding of genotyping, machine learning, and datasets.
- Fluent with Python and other programming languages.
- Experience with algorithm design.
- Basic understanding of writing protocols.
How much does a Computational Biologist make?
Computational Biologist Career Path
Learn how to become a Computational Biologist, what skills and education you need to succeed, and what level of pay to expect at each step on your career path.
Years of Experience Distribution
Computational Biologist Insights
“Good work life balance”
“Emphasizes on work life balance.”
“The career ladder is missing some rungs.”
“Middle management still hope to go back to the way it was before COVID.”
“There are some of the best people working here.”
“You’re expected to know what to do without any real training.”
“Salary can be lower than private industry.”
“I am learning a lot from them here.”
Computational Biologist Interviews
Frequently asked questions about the roles and responsibilities of a Computational Biologist
- Research Assistant
- Client Services Representative
- Research Scientist
- Teaching Assistant