3–5 years of applied research experience. Current PhD candidate or recent PhD graduate in a relevant field. Professional background in roles such as PhD researcher in Educational Technology, Market Research Analyst, or Insights Manager with an academic or AI focus. Experience in leading universities (UCT, Wits, UP, Stellenbosch) or research institutes (CAIR, Wits MIND). Strong proficiency with AI tools and methods for research and analysis. Demonstrated expertise in market research, data interpretation, and insight generation. Ability to synthesize data into strategic, actionable recommendations.