Job Description
About the Role
IX Engineers is seeking a highly skilled Data Analyst to join our team. As a key member of our analytics department, you will be responsible for designing, developing, and maintaining robust data pipelines, as well as providing actionable insights to drive business growth and optimisation.
Key Responsibilities
- Design, develop, and maintain robust data pipelines (ETL/ELT) from multiple data sources.
- Implement data cleaning, standardisation, deduplication, and enrichment processes.
- Establish and monitor data quality frameworks (completeness, accuracy, timeliness).
- Ensure secure data storage and enforce access controls in line with governance standards.
- Design and implement scalable Data Warehouse and/or lakehouse architectures.
- Develop dimensional data models (fact and dimension tables) and curated data marts.
- Maintain comprehensive documentation including data dictionaries, lineage, and pipeline runbooks.
- Optimise data performance and cost efficiency (e.g., indexing, partitioning, query tuning).
- Build and maintain pricing analytics frameworks, including pricing structures, discount models, and margin analysis.
- Develop automated pricing recommendations using rule-based and statistical methods (e.g., regression, clustering).
- Implement workflows for approvals, audit trails, and exception handling.
- Monitor and refine pricing performance using key metrics such as margin, revenue, and win rates.
- Develop dashboards and reports for business stakeholders (e.g., margin performance, utilisation, pipeline tracking).
- Translate business requirements into analytical solutions and actionable insights.
- Enable self-service analytics through well-defined semantic layers and standardised KPIs.
- Work closely with cross-functional teams to define data requirements and KPIs.
- Establish and enforce data governance practices, including naming conventions and access controls.
- Support analytics roadmap planning and continuous improvement initiatives.
Requirements
- Bachelor’s degree in Data Science, Computer Science, Statistics, Information Systems, or a related field.
- 4–7+ years of experience in data analytics, data engineering, or a related role.
- Proven experience in building and maintaining data pipelines and data warehouse solutions.
- Demonstrated experience in pricing, commercial analytics, or revenue optimisation.
Qualifications
No formal qualifications mentioned.
How to Apply
Click the green “Go Apply” button below to apply directly online with the employer.
About Other Engineering Jobs in South Africa
In South Africa, the engineering field is a significant sector with various opportunities available. The demand for skilled engineers continues to grow, driven by infrastructure development and industrialization. This growth is often seen in industries such as construction, manufacturing, and technology.
Typically, salaries for other engineering positions in South Africa are broad, ranging from R500 000 to R1 million per annum, depending on factors like experience, company size, industry sector, and location. However, these figures should be viewed with caution, as actual salaries can vary significantly based on individual circumstances. For instance, engineers working in certain sectors or for larger companies may earn higher or lower salaries.
Common skills required for other engineering roles include proficiency in CAD software, problem-solving abilities, and strong analytical and communication skills. Typically, experience in project management, design, and development is also highly valued. Additionally, many employers require engineers to be familiar with industry-specific software and technologies, such as SCADA systems or computer-aided manufacturing (CAM) tools.
The engineering field is often divided into various sectors, including financial services, technology, manufacturing, and construction. These industries frequently employ engineers in roles such as design, development, testing, and quality control. The financial services sector, for example, may require engineers to work on systems related to payment processing, risk management, or portfolio management. In the technology industry, engineers might be involved in software development, product management, or data analytics.
Career development opportunities abound for engineers in South Africa, with many paths available depending on individual interests and skills. Typically, experienced engineers may pursue roles in leadership positions, such as project managers or technical directors, while others may opt to specialize in specific areas like mechanical engineering or electrical engineering. Others may choose to further their education through postgraduate studies or certifications, enhancing their skills and competitiveness in the job market.
This information provides general career guidance. Actual salaries and requirements vary by employer.
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