What the work pays, and what AI is taking.

Independently finds and reports security vulnerabilities in software systems for bounty rewards. In Kenya — with growing cybersecurity awareness and global bug bounty platforms — this offers a remote income path for skilled security researchers.

A Cybersecurity Specialist safeguards an organization's digital assets from cyber threats such as hacking, malware, and ransomware. They design security architectures, monitor for intrusions, and respond to incidents, ensuring data integrity and regulatory compliance, especially in Kenya's heavily regulated financial and telecom sectors. Key responsibilities include threat monitoring, vulnerability assessments, incident response, and security policy implementation. Career progression ranges from Security Analyst to Lead Engineer or Chief Information Security Officer (CISO). Certifications like CISSP, CEH, and CISA are highly valued. In Kenya, salaries for mid-level specialists average KES 2.5M annually, with demand surging due to digitization and strict data protection laws.

AI red teamers deliberately try to break AI systems before attackers or embarrassing edge cases do: crafting adversarial prompts to bypass safety filters, testing for data leakage, probing whether a customer-service bot can be tricked into giving unauthorized refunds or discount codes, and documenting exploitable weaknesses for engineering teams to fix. It's penetration testing adapted to the specific, weird failure modes of language models. As Kenyan banks, telcos, and insurers deploy customer-facing AI assistants handling real money and sensitive data, regulators and internal risk teams increasingly require this kind of adversarial testing before launch — making AI red teaming a natural extension of the country's already-established cybersecurity industry rather than a totally new field.

A Cyber Security Analyst is a professional responsible for protecting an organization's computer systems, networks, and data from cyber threats. Their core purpose is to safeguard digital assets by identifying vulnerabilities, detecting intrusions, and responding to security incidents. In Kenya, this role has become critical due to the rapid digitization of financial services, with mobile money platforms like M-Pesa and banking apps becoming prime targets for cybercriminals. Key responsibilities include monitoring security systems for suspicious activity, conducting vulnerability assessments, implementing security measures such as firewalls and encryption, and leading incident response efforts. Daily work involves analyzing logs, performing penetration tests, and collaborating with IT teams to patch weaknesses. The field is evolving with AI-driven security tools, but human expertise remains essential for complex threat hunting and strategic risk management. Career growth in Kenya is promising, with demand surging across sectors like banking, telecoms, and e-commerce. Salaries for entry-level analysts range from KES 600,000 to 1,200,000 annually, while senior roles can exceed KES 3,000,000. The Kenya National Bureau of Statistics projects a 25% increase in cybersecurity jobs by 2028, driven by regulatory frameworks like the Data Protection Act and rising cybercrime. Continuous learning in areas like cloud security and AI is key to long-term advancement.

AI safety researchers study how AI systems fail, deceive, or behave unpredictably at a systemic level — beyond finding individual bugs — and design methods to make models more aligned, interpretable, and controllable. The work ranges from technical research (interpretability, alignment techniques, evaluation benchmarks) to applied safety engineering inside product teams shipping AI features. It's a young field even globally, and Kenya doesn't yet have dedicated AI-safety labs, but demand is emerging at two ends: multinational AI labs hiring remote research contributors, and local companies needing someone who can translate safety research into practical internal policy and evaluation practice before deploying consequential AI systems.