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To: Department of Employment and Labour
Our Fight for a Fair South African Job Market. Down ATS scoring, Rise Semantic Search
To address the systemic exclusion of South African job seekers by outdated hiring algorithms, the Department of Employment and Labour must establish a national framework for fair digital recruitment practices.
Instead of a broad demand to "end automated hiring bias entirely", a specific and realistic first step is for the department to mandate that all state agencies and licensed private employment platforms transition from rigid keyword-filtering software to context-aware, semantic search systems.
Specifically, we demand that the department take the following actionable steps:
- Issue Digital Inclusion Guidelines: Publish a clear compliance standard that penalises systems relying solely on literal word-matching, as these inherently discriminate against candidates from under-resourced linguistic backgrounds.
- Require Synoptic Competency Mapping: Mandate that digital recruitment platforms integrate natural language processing (NLP) models capable of recognising localised terminology, regional phrasing, and transferable skills. This ensures a candidate who lists real-world execution capability is not discarded simply because they lack specific corporate jargon.
- Enforce Platform Transparency: Compel employment platforms to provide clear feedback to applicants regarding why a machine-parsed CV was filtered out, giving South Africans a fair opportunity to understand and adapt their profiles without needing expensive premium optimisation tools.
By implementing these measurable technical baselines, the Department will lower artificial barriers to entry, level the playing field for candidates with non-traditional career paths, and ensure that actual capability—rather than algorithm manipulation—determines employment access in South Africa.
Why is this important?
This campaign is critical because South Africa’s unemployment crisis is being artificially worsened by invisible digital gatekeepers. Right now, millions of capable, hungry job seekers are doing everything right—building skills, hunting for opportunities, and submitting CVs—only to be instantly deleted by outdated keyword bots. When an algorithm rejects a qualified candidate simply because they used the phrase "managed shop logistics" instead of the exact corporate buzzword "Supply Chain Coordinator," it doesn't just block a job; it locks a family out of economic mobility. We cannot solve unemployment if the digital doors to the economy are broken.
By joining this campaign, you are demanding that the Department of Employment and Labour forces recruitment platforms to measure human capability rather than formatting compliance. South Africans come from diverse linguistic backgrounds and non-linear career paths; expecting every applicant to know how to "game" a Western-centric keyword filter is a hidden tax on the unemployed. Transitioning to semantic search levels the playing field, ensuring that raw talent and transferable real-world experience are recognized, no matter how a candidate phrases their CV.
Building massive public pressure is the only way to force decision-makers to act. Government departments rarely overhaul technical standards unless the cost of staying quiet becomes higher than the cost of implementation. When thousands of job seekers, parents, and community members collectively voice their frustration, it transforms a niche technical issue into a national priority that regulators can no longer ignore. A flood of public support proves that automated bias is a systemic barrier to national economic growth.
Your signature and your voice turn this petition into an undeniable mandate. When we present a unified front, we give the Department a clear choice: continue protecting broken, exclusionary legacy software, or champion a modern, inclusive framework that gives every single South African a fair, dignified chance to work. Together, we can break the algorithmic monopoly on hiring and make the job market human again