Computational Biologist
Uses computational models, algorithms and data analysis to understand biological systems. Applies bioinformatics, machine learning and statistical modelling to genomics, drug discovery and disease research. Sits at the intersection of biology, computer science and statistics, designing analyses and building ML models on biological data alongside wet-lab experiments.
- AI exposure
- 22 of 100, low exposure
- Hiring trend
- Rising
- Hiring rate
- 50%
The role
What the work is, what it pays, and what it costs you.
At a glance
- Remote friendly
- Yes
- Freelance potential
- Medium
- Time to senior
- 8 years
- Adaptation level
- Moderate
A day in the role
Runs a genomic analysis pipeline on malaria parasite data, interprets gene expression patterns, meets with wet-lab collaborators to design validation experiments, and drafts a methods section for a paper.
What it pays
Kenyan market, per month- Entry
- KES 120,000-180,000
- Mid
- KES 250,000-400,000
- Senior
- KES 500,000-900,000
Exposure
How much of this a machine can already do, and how that was worked out.
Where this rating sits
1,516 rated careersRated above 15% of the 1,516 careers in the catalogue, which averages 43. Inside science the mean is 45, across 71 careers.
What the rating is made of
Share of recorded tasks- Machine does it
- 20%Software can already complete this work end to end.
- Machine assists
- 55%A person still decides, but the drafting is done for them.
- Person does it
- 25%Judgement, relationships and accountability that do not transfer.
Named task by task
Already automated
- Running sequence alignment pipelines (BLAST, Bowtie, STAR)
- Predicting protein structures with AlphaFold and RoseTTAFold
- Automating genome annotation and variant calling (GATK, DeepVariant)
- Generating molecular dynamics simulations
- Training ML models on genomic and proteomic data
- Automating quality control workflows for sequencing data
Still human
- Designing computational experiments and analysis pipelines
- Interpreting biological significance of computational results
- Collaborating with wet-lab biologists to design validation experiments
- Writing research papers and grant proposals
- Developing novel algorithms and custom analysis pipelines
- Ensuring reproducible research practices and data management
- Presenting findings at conferences and to interdisciplinary teams
Getting in
The routes into the role and what each one asks for.
What to study
8 courses- Diploma in Dairy TechnologyKsh 64,120a year
- Craft Certificate in Food Processing and Preservation TechnologyKsh 67,189a year
- Diploma in Analytical BiologyKsh 67,189a year
- Diploma in Analytical ChemistryKsh 67,189a year
- Diploma in Applied BiologyKsh 67,189a year
- Diploma in Food Science and TechnologyKsh 67,189a year
- Diploma in Petroleum and GeoscienceKsh 67,189a year
- Diploma in Science Laboratory TechnologyKsh 67,189a year
How people get in
Biology or CS degree + bioinformatics
4-6 yearsHigh cost
BSc Biology/CS from UoN, JKUAT or KU, plus bioinformatics training
Bioinformatics postgrad
2-3 yearsHigh cost
MSc Bioinformatics from UoN or Pwani University
Who hires
- KEMRI Wellcome Trust
- ILRI Nairobi
- ICIPE
- Kawi Bioinformatics
- University of Nairobi
Common misconceptions
Computational biology is just programming for biologists
It requires deep understanding of both biology and computation to model complex living systems.
Only for genomics
It covers structural biology, systems biology, drug discovery, ecological modelling and synthetic biology.
What happens next
How the role changes from here, and where it leads.
Supply and demand
- Demand
- 50
- Supply pressure
- 12
- Balance
- High demand — 15% bls projected growth
What to learn
- Bioinformatics pipelines (GATK, DeepVariant)
- ML for biology (AlphaFold, RoseTTAFold)
- Genomic data analysis
- High-performance computing
- Reproducible research practices
Related careers
Kenyan market notes
KEMRI-Wellcome Trust in Kilifi and ILRI in Nairobi are hubs for computational biology. Kenyas genomics capacity is growing with the H3Africa initiative and African BioGenome Project. BLS projects 15% growth for computer and information research scientists (2019-2029). 70% of computational biology roles offer remote work. Strong demand for bioinformaticians in health research, agriculture and drug discovery. Career path: Computational Biologist → Senior → Principal → Head of Computational Biology.
Further reading
This role is rated 22 out of 100 today. Save it and the app keeps that number, then tells you by how much it has moved when the record is next reviewed.