Owns the analyzer function for ALX's AI learning platform (Project A) LLM products, turning the LLM data stream into an honest answer about whether the products work. A junior-to-mid role with a deliberate growth path.
Stack
Responsibilities
- ▹Build and run eval suites per product, decomposed by failure mode, running on schedule and on every release
- ▹Keep evals cost-effective as the product line grows
- ▹Own the reporting loop: put eval and platform data findings in front of the team and stakeholders
- ▹Surface unintended or problematic model behaviour before learners do
- ▹Steward the core datasets the team depends on, including classified customer-support data
- ▹Partner with the AI Product Manager on instrumentation
Requirements
- ▹Python & data: solid Python and a data inclination, comfortable shaping and analysing messy LLM-generated data
- ▹Decomposition: the ability to look at an AI product and decompose it into success and failure metrics
- ▹Familiarity with the eval landscape
About the company
ALX Africa, a non-profit organisation under the ALX Foundation, is dedicated to unlocking the potential of Africa's digital future. It provides world-class tech skills training and career acceleration programmes, aiming to empower 2 million Africans into sustainable tech careers by 2030. It has hubs in 8 cities across Africa, with 347k+ graduates and 257k youth in work so far.
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