Undertake teaching-related duties, including preparing teaching materials, conducting interactive lectures and tutorials, student consultation, assessment, and other academic responsibilities.
Actively participate in scholarly activities, including conducting research, publishing in journals, and developing relevant academic materials for programmes.
Coordinate activities, attend meetings, and participate in events and working groups.
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Design and build the database and its architecture: the schema, the entities and how they relate, and the structure that turns today's scattered data into one properly organised whole.
Build support for monthly time-series forecast data, scenario versioning, and multi-tenant workspaces with role-scoped access.
Produce a full data dictionary: every field, its type, unit, source, and how it connects to the rest.
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