Data Analyst

Listing reference: click_026890
Listing status: Online
Apply by: 28 September 2026
Position summary
Industry: Wholesale & Retail Trade
Job category: Accounting, Auditing
Location: Western Cape
Contract: Permanent
EE position: Yes
About our company
Clicks Group
Introduction
We are looking to recruit a Data Analyst who has a passion for data to join our Internal Audit department at Clicks Head Office in Cape Town. Reporting to the Internal Audit Data Analytics Manager, you will work within a specialist team that delivers data-driven insights to support internal audits, investigations and continuous auditing across the business. This is a hands-on role that requires strong analytical, technical and problem-solving skills to transform complex data into reliable audit evidence and actionable insights.
Job description

JOB PURPOSE
 
To deliver accurate, reliable and well-documented data analytics that support risk assessments, control testing, investigations and internal audit activities across financial, IT, forensic, retail and distribution audits.
 
JOB OBJECTIVES
  • Collaborate with audit teams to identify analytics opportunities, define data requirements, design tests and interpret results.
  • Extract, cleanse, transform and analyse data, and identify opportunities to streamline or automate recurring manual data extraction and preparation processes. 
  • Perform detailed data preparation, reconciliation and validation activities required to establish reliable audit populations, including investigation of incomplete, inconsistent or unusual source data.
  • Assess and validate the completeness and accuracy of data, in accordance with agreed objectives, before it is relied upon for audit testing; investigate, document and escalate material data-quality limitations.
  • Use SQL and approved analytics tools to support audit testing. Design and execute analytics procedures, including reconciliations, trend analysis, exception reporting and full-population testing.
  • Analyse exceptions, identify trends and root causes, and highlight control weaknesses, fraud risks and operational inefficiencies.
  • Prepare dashboards, visualisations and analytical summaries to communicate the nature, scale, trend, risk and potential impact of exceptions to technical and non-technical stakeholders.
  • Develop, test and maintain reusable analytics routines and automated audit tests for approved continuous auditing activities.
  • Ensure audit data is handled in accordance with applicable confidentiality requirements, Internal Audit investigation protocols and privacy legislation including POPIA and other information security requirements.
  • Prepare clear workpapers and document data lineage and flows, including source systems, interfaces, transformations, validations and reconciliation results.

Minimum requirements

EDUCATION
  • Bachelor's degree or equivalent qualification in Information Systems, Computer Science, Data Analytics, Statistics, Applied Mathematics, Finance, Commerce or a related field.
  • Postgraduate qualification in Statistics, Data Science, Applied Mathematics, Computer Science or a related quantitative discipline would be preferred. 
  • Relevant SQL, ACL or other data analytics certification would be beneficial.
 
JOB EXPERIENCE
  • 2–5 years' data analytics experience, preferably within financial systems, internal audit, external audit, systems auditing or a comparable data-intensive environment; Big Four experience would be desirable.
  • Demonstrable hands-on experience using SQL to independently query, join, aggregate, transform and analyse data, and to develop and troubleshoot analytical queries.
  • Experience understanding and documenting data flows across systems, including data sources, interfaces, transformations and downstream reporting, to support data lineage and validation.
  • Practical experience using Microsoft Office products, particularly advanced Excel.
  • Experience using data visualisation and reporting tools such as Power BI or Tableau to communicate trends, exceptions and analytical results.
  • Exposure to an SAP environment, including SAP ECC, SAP S/4HANA, SAP BI Launchpad or SAP BusinessObjects, would be valued.
 
JOB RELATED KNOWLEDGE & SKILLS
 
  • Strong analytical, problem-solving and technical skills, with excellent attention to detail and organisational ability.
  • Strong practical knowledge of SQL, with the ability to independently develop, troubleshoot and interpret analytical queries. Exposure to Python, ACL, SAS, IDEA or similar analytics tools would be beneficial.
  • Ability to work with, reconcile and analyse large and complex datasets from multiple systems and at different levels of detail.
  • A strong appetite for continuous learning and emerging technologies, including Machine Learning, AI-assisted analytics and automation.
  • Excellent written and verbal communication skills, with the ability to present technical findings to non-technical stakeholders.
  • Understanding of Internal Audit and Risk Assessment methodologies, the 2024 Global Internal Audit Standards and relevant Corporate Governance principles would be advantageous.
 
JOB RELATED COMPETENCIES
 
  • Deciding and Initiating Action
  • Working with People
  • Applying Expertise and Technology
  • Presenting and Communicating Information
  • Learning and Researching
  • Creating and Innovating
  • Delivering Results & Meeting stakeholder Expectations
  • Adapting and Responding to Change

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