Applied AI Ethicist
Evaluates AI systems for bias, fairness and societal impact. Works with product teams to implement ethical AI frameworks, conduct impact assessments and ensure responsible deployment of AI technologies, particularly in African contexts.
- AI exposure
- 43 of 100, moderate exposure
- Hiring trend
- Rising
- Hiring rate
- 48%
The role
What the work is, what it pays, and what it costs you.
At a glance
- Remote friendly
- Yes
- Freelance potential
- High
- Time to senior
- 7 years
- Adaptation level
- Moderate
A day in the role
Reviews a loan scoring AI model for demographic bias, meets with data scientists to discuss fairness metrics, drafts an ethics impact assessment report, and presents recommendations to the product leadership team.
What it pays
Kenyan market, per month- Entry
- KES 100,000-150,000
- 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 53% 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
- 5%Software can already complete this work end to end.
- Machine assists
- 30%A person still decides, but the drafting is done for them.
- Person does it
- 65%Judgement, relationships and accountability that do not transfer.
Named task by task
Already automated
- Automated bias detection in datasets
- Generating fairness metric dashboards
- Scanning documentation for ethical gaps
- Producing impact assessment templates
Still human
- Conducting stakeholder impact assessments
- Designing ethical AI governance frameworks
- Facilitating ethics review boards
- Advising product teams on trade-offs
- Writing policy recommendations
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
Philosophy or ethics degree + tech
4-6 yearsHigh cost
BA Philosophy from UoN or KU, plus AI/ML self-study
Tech + ethics certification
2-3 yearsMedium cost
CS background with AI ethics courses (Oxford, MIT)
Who hires
- Safaricom
- Andela
- iHub Nairobi
- Mozilla Foundation Kenya
- ICT Authority Kenya
Common misconceptions
AI ethics is just philosophy
Applied AI ethics involves technical bias detection, regulatory compliance and product-level trade-off decisions.
It blocks innovation
Good ethics practice enables sustainable AI deployment by building trust and reducing regulatory risk.
What happens next
How the role changes from here, and where it leads.
Supply and demand
- Demand
- 48
- Supply pressure
- 12
- Balance
- High demand
What to learn
- AI bias detection
- Ethical impact assessment
- AI governance frameworks
Related careers
Kenyan market notes
As AI adoption grows in Kenya, companies face reputational and regulatory risks from biased AI. Safaricom, banks and tech companies are beginning to hire AI ethics specialists. The ICT Authority is developing AI governance guidelines.
Further reading
This role is rated 43 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.