Computational Linguist
Develops computational models of human language for NLP applications. Works on machine translation, speech recognition and language models for African languages, a critical gap in current AI systems.
- AI exposure
- 36 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
- 7 years
- Adaptation level
- Moderate
A day in the role
Annotates a Kiswahili corpus for part-of-speech tagging, trains a morphological analyser, evaluates machine translation output quality, and writes a paper on low-resource NLP for African languages.
What it pays
Kenyan market, per month- Entry
- KES 100,000-160,000
- Mid
- KES 200,000-350,000
- Senior
- KES 400,000-700,000
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 38% of the 1,516 careers in the catalogue, which averages 43. Inside arts & humanities the mean is 50, across 84 careers.
What the rating is made of
Share of recorded tasks- Machine does it
- 25%Software can already complete this work end to end.
- Machine assists
- 50%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
- Training language models
- Automating morphological analysis
- Generating synthetic training data
- Running machine translation pipelines
Still human
- Designing linguistic annotations
- Evaluating model quality for African languages
- Curating language corpora
- Collaborating with native speakers
- Publishing research findings
Getting in
The routes into the role and what each one asks for.
What to study
8 courses- Diploma in Church MusicKsh 54,000a year
- Bachelor of Biblical StudiesKsh 57,600a year
- Bachelor of Biblical TheologyKsh 57,600a year
- Bachelor in Interactive Media TechnologyKsh 79,000a year
- Diploma in Journalism and Media StudiesKsh 96,000a year
- Diploma in Information ManagementKsh 100,330a year
- Diploma in Records Management and Information TechnologyKsh 100,330a year
- Diploma in Library and Information StudiesKsh 107,000a year
How people get in
Linguistics or CS degree
4 yearsHigh cost
BA Linguistics or BSc CS from UoN, KU or JKUAT
NLP specialisation
1-2 yearsMedium cost
NLP courses plus African language NLP projects
Who hires
- Google Africa
- Microsoft Africa
- Andela
- Masakhane
- Lelapa AI
Common misconceptions
Computational linguistics is just programming
It requires deep understanding of linguistic theory — phonology, morphology, syntax — to build effective language models.
African languages dont need NLP
Over 2,000 African languages lack NLP support, creating huge opportunities for local computational linguists.
What happens next
How the role changes from here, and where it leads.
Supply and demand
- Demand
- 50
- Supply pressure
- 15
- Balance
- High demand
What to learn
- NLP frameworks
- African language corpora
- Model evaluation
Kenyan market notes
There is a massive gap in NLP for African languages. Initiatives like Masakhane are building African NLP capacity. Companies like Google Africa and Lelapa AI are hiring computational linguists for African language projects.
Further reading
This role is rated 36 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.