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  • Posted: Dec 5, 2025
    Deadline: Not specified
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  • The South African Revenue Service (SARS) is the nations tax collecting authority. Established in terms of the South African Revenue Service Act 34 of 1997 as an autonomous agency, we are responsible for administering the South African tax system and customs service. Its main functions are to: collect and administer all national taxes, duties and levies; c...
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    Specialist: Data Analytics (Data Engineer) Fixed Term Contract

    Job Purpose

    • To analyse and provide expert advice with regards to data analytics in order to achieve business objectives.

    Education and Experience

    Minimum Qualification & Experience Required 

    • Relevant Bachelor's Degree/Advanced Diploma (NQF 7) preferably in Statistics, Mathematics, Engineering, Computer Science, Data Science or related qualification AND 8 - 10 years' experience within a Data Analytics environment, of which 3 - 4 years at a junior specialist level.

    Alternative #

    • Senior Certificate (NQF 4) with 15 years related experience within a Data Analytics environment, of which 3 - 4 years at a junior specialist level.

    Minimum Functional Requirements

    • Advanced experience in Data Engineering / Business Data Intelligence
    • Expert technical expertise regarding the end-to-end machine learning lifecycle, with the ability to create Data pipelines or Datasets as inputs to ML models. 
    • Advanced applied knowledge of, and experience with, Data tools and platforms (SQL with SSIS and SSAS experience or equivalent, etc.)
    • Expert applied knowledge of Data Engineering, Data Lineage
    • Advanced applied knowledge and experience with Mathematics and/or Statistics

    Job Outputs:

    Process

    • Analyse and make recommendations about improvements to specialist systems, procedures and associated areas practice.
    • Conduct assessments and use information to advise, make recommendations and facilitate improvement.
    • Constantly monitor the integrity and quality of data and processes to identify deficiencies and facilitate improvement.
    • Contribute to the optimum utilisation of org. resources, advising on effective planning and development of area of specialisation resource plans.
    • Develop a single practice area in alignment with operational activity and procedural frameworks and ensure tactical implementation.
    • Draw on own technical or professional expertise, knowledge and experience to identify and recommend tactical solutions to defined problems in practices.
    • Integrate business information, compare, analyse and produce reports to identify trends, discrepancies and inconsistencies for decision making purposes.
    • Note potential problems and obstacles, accumulate supporting data and initiate actions to prevent or overcome predicted problems as may be identified.
    • Optimise goal achievement through tactical strategy implementation and optimisation of practises, processes and systems across an internal value chain.
    • Plan for value-added, continuous practice and system improvements to deliver on objectives to enhance tactical implementation and excellence.
    • Proactively identify interconnected problems, determine its impact and use to develop best fit alternatives, best practice implementation solutions.
    • Recommend changes to optimise processes, systems, practice areas and associated procedures and execute the implementation of change and innovation.
    • Research and support workable recommendations/solutions that meet business needs through information analysis.
    • Review the effectiveness of related approaches and methodologies by conducting research, and best practice benchmarking initiatives.
    • Translate top-down policy in relation to own practice area and communicate impact to relevant stakeholders.
    • Undertake information gathering, research and analyse data within broad guidelines to produce accurate plans and / or recommendations for business issues.
    • Acquire data from primary or secondary data sources and maintaining databases, applying the knowledge of data extraction, transformation and business modelling.
    • Perform complex / advanced business analysis using various techniques, e.g. statistical analysis, explanatory and predictive modelling, data mining.
    • Design, develop and test complex / advance data analytics solutions like Reports, Dashboards, Analysis, Extracts, Models, etc.
    • Identify, analyse and interpret trends and patterns in complex / advance data sets, based on data findings.
    • Ensure the availability of existing data analytics solutions (like reports, etc.) by maintaining them as well as improving them where shortcomings exist.
    • Analyses data, creates summary reporting, and performs analysis to support the decision making of research, senior management, member companies and internal departments.
    • Assist in the filtering and 'cleaning' of imported data by reviewing computer reports, printouts, and performance indicators to locate and correct code problems.
    • Acquiring data from primary or secondary data sources and maintaining databases, applying the knowledge of data extraction, transformation and business modelling.
    • Builds and manage/maintain database to house data collected from various sources.
    • Conducts analysis, summarizes key findings and trends, and produces data sheets, graphics and presentations.
    • Communicate the results of their analysis and findings by using basic complex /advance visualisation techniques with both internal and external customers.
    • Gathers data from multiple sources and assimilates into meaningful inputs for databases.

    Governance

    • Develop and/or align governance and compliance policies for own practice area to identify and manage risk exposure liability.

    People

    • Integrate new knowledge and transfer skills attained through formal and informal learning opportunities in the execution of your job.
    • Provide specialist know-how, support, advice and practice thought leadership in area of expertise.

    Finance

    • Implement and monitor financial control, management of costs and corporate governance in area of specialisation.

    Client

    • Develop and ensure implementation of a practice that builds service delivery excellence and encourages others to provide exceptional stakeholder service.
    • Participate in the specialist practice community and contribute positively to organisation knowledge management.
    • Provide authoritative, specialist expertise and advice to internal and external stakeholders.

    Behavioural competencies

    • Accountability
    • Analytical Thinking
    • Attention to Detail
    • Commitment to Continuous Learning
    • Conceptual Ability
    • Expertise I Context
    • Organisational Awareness
    • Problem Solving and Analysis
    • Respect
    • Trust
    • Fairness and Transparency
    • Honesty and Integrity

    Technical Competencies

    • Business Knowledge
    • Data Analytics
    • Creative and Innovative thinking
    • Efficiency improvement
    • Functional Policies and Procedures
    • Knowledge Management
    • Statistical and Mathematical Analysis
    • System Thinking
    • Policy Development
    • Reporting
    • Computer Literacy

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