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Data Architect

2 days ago

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Description

• You will be responsible for: • Application of statistical modelling and machine learning techniques with data models including necessary analysis and dashboard creation. • A/B testing and data analysis using statistical methods to generate insights and optimise existing and future business processes. • Design and implementation of ML algorithm as well as their evaluation and presentation of results. • Design and provision of reporting and dashboards to provide oversight of model quality and performance. • Integration on dashboard of advanced analytics outputs. • Manage the definition, maintenance and resolution of accuracy drift and model performance from a computational resource perspective. • Translation of Business requirements to model needs. • Establish good governance of code and model maintenance.

Requirements

• Knowledge of current analysis techniques, tools and methods appropriate to data modelling across Relational and transactional databases. • Deep understanding of entities, sub-entities, intersection entities. • Relationships, cardinality, intersection resolution, normalisation (1NF – 3NF) and de-normalisation. • Attributes and attribute derivation. • Drafting and representation approaches. • Logical to physical model conversion. • SQL data definition language derivation and definition. • Knowledge of project management and stakeholder management. • Knowledge and experience in the implementation of graph databases. • Knowledge and experience with search services.

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