Data Specialist
Tender ID: 435302
Tender Details
Tender Description
Work closely with Director of the VET Machine Learning team to bridge the gap in expertise between the technical team, made up of data scientists, data analysts and data engineers, and business and policy stakeholders. This includes:
o Having a clear understanding of policy objectives and how data analysis, modelling (including Natural Language Processing) and expertise can support the objectives
o Identifying team capacity and expertise to achieve a set policy goal (what data is available, what are the areas of team expertise to harness, what risks and gaps in team capacity/knowledge needs to be identified)
o Ability to assist in defining clear objectives and breaking down projects into tasks within the Agile framework for increments of work (using DevOps for work planning)
o Being a reliable source of clarification for the technical team on policy objectives to ensure data projects have a clear and well defined goal and stay on track
o Maintaining comprehensive knowledge of the various data projects happening across the branch and how they may feed into/affect/rely upon the teams data models
o Ability to contribute to the development of an overall technology roadmap for an analytics platform which will integrate a range of data inputs and deliver a services to various stakeholders.
o Build and present data visualisations (using Power BI) to effectively communicate to senior executives the output of the team’s models
- Elicit model feedback through demos, dashboards and slide decks
- Critically analyse model output (both manually and/or using R or Python) to validate work and identify risks or areas for improvement
- Effectively communicate feedback of model output back to the technical team for iteration improvement or changes, ensuring the technical work remains in line with the overall policy objective.
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