Standard Bank Head, Personalisation CoE Jobs in South Africa
Standard Bank Head, Personalisation CoE Jobs in South Africa
Job Purpose Oversee data mining techniques and conduct statistical analysis to large, structured and unstructured data sets to understand and analyse phenomena.
Model complex business problems, discovering insights and opportunities through statistical, algorithmic, machine learning and visualisation techniques, working closely with clients, data and technology teams to turn data into critical information used to make sound business decisions.
Oversee predictive modelling.
Key Responsibilites
Client
Oversees business integration through integrating model outputs into end-point production systems, where requirements must be understood and adopted relating to data collection, integration and retention requirements incorporating business requirements and knowledge of best practices.
Data
Oversees the gathering of data for use in Data Science models, ensuring that chosen datasets best reflect the organisations goals and oversees data pre-processing including data manipulation, transformation, normalisation, standardisation, visualisation and derivation of new variables/ features
Guides and validates the design of various complex mathematical, statistical, and simulation techniques to answer critical business questions and create predictive solutions which drive improvement in business outcomes
People
Liaise and collaborate with the entire Enterprise Data Office, providing support to the entire department for its data science needs and collaborate with subject matter experts to select the relevant sources of information and translates the business requirements into data mining/science outcomes
Acts as a subject matter expert from a data science perspective and provides input into all decisions relating to data science and the use thereof and educate the organisation on data science perspectives on new approaches, such as testing hypotheses and statistical validation of results
Product
Develops, implements, monitors and maintains a comprehensive operational IA plan, rules, methodologies and coding initiatives in order to drive IA for remediation efforts
Develops andco-ordinates a comprehensive strategy for productionalising automation software so that it is accurate and well maintained
Risk, Regulatory, Prudential and Compliance
Guides
the data management and modelling infrastructure requirements and monitors the implementation thereof through the organisations infrastructure development processes, adherence to the organisations model production processes, including UAT
Ensures adherence to governance processes to manage the ongoing enhancement and maintenance of business rules
Strategy
Overseeing activities of the junior team members, ensuring proper execution of their duties and alignment with the organisations vision and objectives
Provide oversights and expertise to the Data Science team
Technology & Architecture
Builds machine learning models from and utilises distributed data processing and analysis methodologies.
Competent in Machine Learning programming in R or Python, with supplementary still in Matlab, Java, etc.
Qualifications
Completed Information Technology or Information Studies Degree.
Proficiency in application and web development, structured and unstructured Query languages e.g. SQL, Teradata, Qlikview; Tableau, Python, C#, Java, C++, HTML.
Minimum 8-10 years proven development experience in software/ software engineering and experience in technical business intelligence; in depth understanding of the banks data processes, systems and products.
Knowledge of IT infrastructure and data principles forming the basis for data quality management and project management experience.
Minimum 8-10 years Experience in working with unstructured data (e.g. Streams, images) and understanding of data flows, data architecture, ETL and processing of structured and unstructured data.
How to Apply
For more information and job application details, see; Standard Bank Head, Personalisation CoE Jobs in South Africa
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