Data Architect

4 months ago

Cape Town, South Africa CV Library Full time

At CV-Library we have a clear vision, we want **to help the world to work** by matching job seekers and businesses on the global platform they need to succeed.

Our mission is also clear for all our team, we help people find jobs and develop their careers and we help businesses find the talent they need to succeed. This also applies to our own businesses within the CV-Library group too

We ensure that every piece of work we do at CV-Library ensures we can achieve this, it makes us who we are We have a fun and vibrant culture where results are expected, recognised, and rewarded. Our people make us who we are, we also happen to be a very talented bunch

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

Architectural artefacts, sometimes from first concepts or initially based purely upon technical vision or conjecture alone. They must be able clearly to specify bounded, scoped deliverables and to define the project’s down-to-earth work, taking such concepts through to concrete reality, leading such efforts themselves within the different enterprise domains and according to a self-developed enterprise conceptual/physical model.

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, including
- 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

**Benefits**

At CV-Library, we are a team. We welcome the best talent to work for us, irrespective of race, religion, colour, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, veteran status, disability (visible or non-visible_)._

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