Departments / Education & Learning Design
Curriculum, instructional design, and learning-experience design behind AquinTutor and our academic content.
Institutional research is the higher-education discipline of studying institutions themselves — their statutory approvals, programme portfolios, intake, progression, and published outcomes.
Institutional research methods · Higher-education regulatory literacy · Accreditation and approval frameworks · Enrolment and progression data analysis + 6 more
Structured education for customers — courses, certifications, and learning paths that build genuine capability, not just product familiarity.
Instructional design basics · Content development · Learning objective writing · Documentation + 1 more
Analysing real learner data — progress, engagement, struggle points — to make AquinTutor genuinely adaptive rather than one-size-fits-all.
Python/SQL · Data analysis · Learning-analytics frameworks awareness · Data visualisation + 1 more
Grounding our tutoring and assessment design in real educational-psychology research — motivation, retention, productive failure — rather than intuition alone.
Educational psychology fundamentals · Literature review · Research writing · Analytical thinking + 1 more
Rethinking how curriculum itself should work in an AI-tutored context — not just digitising a syllabus, but redesigning it for adaptive, verified learning.
Curriculum design principles · Educational research · Prototyping/documentation · Analytical thinking + 1 more
Support the operational backbone of academic delivery — scheduling, records, and coordination between faculty, students, and systems.
Organisation · Excel/Sheets · Communication · Attention to detail
Design fair, rigorous assessments that actually measure what they claim to — questions, rubrics, and validity checks.
Assessment design principles · Subject-matter knowledge · Attention to detail · Written communication
Design the end-to-end experience of learning on our platform — UX principles applied specifically to education.
UX design basics · Learning-science awareness · Research skills · Design tools (Figma)
Help design and improve the conversational AI tutor experience — content, prompts, and evaluation of tutoring interactions.
Educational content sense · Basic AI/LLM understanding · Written communication · Analytical thinking
Write and develop educational content across subjects — clear, accurate, and genuinely useful for real learners.
Strong writing skills · Subject-matter research · Editing · Attention to accuracy
Design the learning experiences themselves — how a lesson unfolds, assesses, and reinforces understanding.
Instructional design models · Learning science awareness · Written communication · Assessment design basics
Build real curriculum for AquinTutor courses — structuring learning objectives, sequencing, and content that actually teaches.
Curriculum design principles · Subject-matter research · Written communication · Attention to pedagogical structure