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  • Posted: Feb 17, 2026
    Deadline: Mar 16, 2026
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  • Founded over thirty-eight years ago in March 1971, The Prestige Cosmetics Group (Pty) Ltd is today the leading distributor of fine fragrances, cosmetics and specialised skincare in South Africa. By investing in our brands, our people and our capabilities, PCG continues to be acknowledged as the preeminent business in the distribution of luxury products in So...
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    Data Analyst

    Role Summary

    • We are seeking a detail-oriented Data Operations Analyst to own the collection, processing, cleansing, mapping, and validation of data ingested into our SQL-based data environment. This role is critical in ensuring data accuracy, consistency, and reliability across business reporting and analytics platforms as we transition our data infrastructure to Microsoft Azure.
    • The successful candidate will work closely with internal stakeholders, data sources, and technical teams to ensure high-quality data flows from source systems into our core databases.

    Key Responsibilities

    Data Collection & Ingestion

    • Collect data from multiple internal and external sources (files, APIs, manual submissions, system exports)
    • Prepare and ingest data into SQL databases using defined processes
    • Support ongoing migration of data workflows to Azure-based services

    Data Processing & Transformation

    • Cleanse, standardise, and transform raw data into structured, usable formats
    • Map incoming data to existing database schemas and business definitions
    • Apply business rules and transformation logic consistently

    Data Quality & Validation

    • Validate ingested data for accuracy, completeness, consistency, and timeliness
    • Identify, investigate, and resolve data quality issues at source
    • Implement and maintain validation checks and reconciliation processes
    • Flag anomalies, trends, or risks in incoming datasets

    Database & Data Management

    • Work directly with SQL databases to query, validate, and maintain data
    • Assist with schema updates, documentation, and data dictionary maintenance
    • Ensure data integrity across historical and incremental loads

    Documentation & Process Improvement

    • Document data sources, mappings, transformation rules, and validation logic
    • Continuously improve data ingestion and quality processes
    • Support automation initiatives to reduce manual data handling

    Stakeholder Support

    • Work closely with analysts, reporting teams, and business users to resolve data queries
    • Provide trusted datasets for dashboards, reports, and decision-making

    Data Quality Mindset

    • High attention to detail and accuracy
    • Strong understanding of data validation and quality control techniques
    • Ability to trace issues back to source systems

    Leadership and Culture

    • Manage own personal development through your PDP (Personal Development Plan). Request training and feedback on performance at least once a month and strive to improve based on these interventions.
    • Adhere to and live the company's values.
    • Be an active participant and ambassador in all culture initiatives and activities.
    • Take responsibility for all issues facing the department, work as a team and mentor/coach new team members as required.
    • Communicate with your line manager regularly and make recommendations on improving efficiencies and effectiveness in the department.
    • Contribute positively to create a harmonious working environment for all team members.
    • Build meaningful connections with all stakeholders.

    Soft Skills & Attributes

    • Methodical, organised, and process-driven
    • Strong problem-solving and analytical thinking
    • Able to work independently while collaborating with technical and non-technical teams
    • Comfortable working with large volumes of data and tight deadlines
    • Clear communicator who can explain data issues in business terms

    Required Skills & Experience

    • Degree or diploma in Information Systems, Data Analytics, Computer Science, Finance, or related field
    • 1–4 years’ experience in a data, analytics, or systems support role (adjust for seniority)
    • Strong working knowledge of SQL (queries, joins, validation, reconciliation)
    • Experience handling raw, messy, or unstructured data
    • Solid understanding of data cleansing, transformation, and mapping concepts
    • Familiarity with ETL / ELT processes and data pipelines
    • Experience with Excel (advanced formulas, Power Query preferred)

    Advantageous

    • Exposure to Microsoft Azure (Azure SQL, Data Factory, Blob Storage, Synapse)
    • Experience with Power BI or other reporting tools
    • Basic Python or scripting experience for data automation
    • Understanding of data governance, lineage, and documentation best practices

    Deadline: 11th March,2026

    Check how your CV aligns with this job

    Method of Application

    Interested and qualified? Go to The Prestige Cosmetics Group on pcgsimplifyhr.simplify.hr to apply

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