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Data Engineer
3 months ago
We help our clients understand the rich data we collect from the traditional retail market in South Africa and Africa broadly. The ideal candidate will have a strong analytical and mathematical background to help drive value from our data. This person will wear many hats in the role, but much of the focus will be on building out our Python ETL processes and writing superb SQL. In addition, the candidate will be responsible for maintaining and building out our reporting DB. Beyond technical prowess, the data engineer will need soft skills for clearly
communicating highly complex data trends to organizational leaders and to clients. We’re looking for someone willing to jump right in and make an impact in the traditional retail market through powerful data pipelines.
About the Role
Work with data to solve business problems, building and maintaining the infrastructure to answer questions and improve processes.
Help streamline our data science and analytics workflows by improving data delivery and quality to internal and external stakeholders.
Work closely with the data science and business intelligence teams to develop data models and pipelines for research, reporting, and machine learning.
Be an advocate for best practices and continued learning, constantly challenging the status quo and striving for excellence.
Key Responsibilities
Work closely with our development team, data analysts and BI analysts to help build and maintain data flows that support our reporting requirements.
Use agile software development processes to make iterative improvements to our back-end systems, particularly our reporting DB.
Model front-end and back-end data sources to help draw a more comprehensive picture of user flows throughout the system and to enable powerful data analysis.
Build data pipelines that clean, transform, and aggregate data from disparate sources and deliver quality usable data to data analysts and BI analysts for reporting.
Develop models that can be used to make predictions and answer questions for the overall business.
Candidate Requirements
Required Skills and Qualifications
Bachelor’s degree in computer science, information technology, engineering, or related analytical discipline required.
Three or more years of experience with Python, SQL, and data visualization/exploration tools (Power BI, Tableau etc.).
Familiarity with common python based ETL tools such as PySpark or Apache Airflow.
Familiarity with Kimball & Inmon data warehousing approaches.
Familiarity with the AWS ecosystem, specifically Redshift, RDS & EC2.
Familiarity with PostgreSQL preferred.
Communication skills, especially for explaining technical concepts to nontechnical business leaders.
Ability to work on a dynamic, results-oriented team that has concurrent projects and priorities.
Preferred Skills and Qualifications
Experience in building or maintaining ETL processes.
Professional cloud certifications.
Experience as a data analyst / BI analyst.
Database admin experience a bonus.
