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Data Architect

1 month ago

Cape Town, Western Cape, South Africa CV Library Full time

We are seeking a highly skilled Data Architect to play a critical role in the successful design of data solutions and projects, and their architectural governance. The ideal candidate will be capable of proposing, championing, synthesising, developing, refining and leading development of defined enterprise-level and tactical data architectural artefacts.

Key responsibilities will include:

  • 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 algorithms, 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 of advanced analytics outputs on dashboards
  • 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 include:

  • 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
  • Experience with TOGAF and DAMA
  • Attributes and attribute derivation
  • Drafting and representation approaches
  • Logical to physical model conversion
  • Worked as a Junior and Senior in Enterprise scale ups
  • 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

We are committed to promoting a fully diverse and inclusive workforce and welcome applications for this role from all candidates who meet the key requirements.