Lead design and maintenance of data pipelines and data lake, define data models and catalogue (PolyBase), develop analytics and ML models, drive data-driven decision-making, collaborate with stakeholders and promote advanced analytics across the organization.
Main Purpose
- Collaborate with data scientists and business stakeholders to design, develop, and maintain efficient data pipelines feeding into the organization's data lake.
- Ensure the data lake contains accurate, up-to-date, and high-quality data, enabling data scientists to develop insightful analytics and business stakeholders to make well-informed decisions.
- Utilize expertise in data engineering and cloud technologies to contribute to the overall success of the organization by providing the necessary data infrastructure and fostering a data-driven culture.
- Demonstrate a strong architectural sense in defining data models, leveraging the Poly-base concept to optimize data storage and access.
- Facilitate seamless data integration and management across the organization, ensuring a robust and scalable data architecture.
- Take responsibility for defining and designing the data catalogue, effectively modelling all data within the organization, to enable efficient data discovery, access, and management for various stakeholders.
KEY RESPONSIBILITIES:
- Work with stakeholders across the organization to identify high-impact opportunities for leveraging data to drive business solutions and growth.
- Design, develop, and implement advanced analytics models and machine learning algorithms to extract valuable insights from data.
- Champion the adoption of data-driven decision-making processes throughout the organization by effectively communicating results and insights to stakeholders.
- Take ownership of the end-to-end data science process, from problem statement to solution delivery, collaborating with other teams as necessary.
- Stay current on trends and best practices in data science, and actively promote the use of advanced analytics techniques within the organization.
Requirements:
Experience
- 10 years of overall experience & at least 5 years of relevant experience
- Understanding of a multi domain (retail, B2B etc.) OTC process is a plus.
Skills
- Bachelor's or Master's degree in Computer Science, Engineering, Statistics, Economics, or a related field.
- Strong experience with data manipulation, analysis, and visualization tools such as R, Python & Tableau.
- Knowledge of machine learning, statistical modelling, and big data platforms (e.g., Hadoop, Spark).
- Familiarity with cloud platforms like AWS, Google Cloud, or Azure is a plus.
- Experience with ETL tools such as SSIS, Xceptor & Alteryx
- Experience in using available ML models in Azure & AWS
- Excellent attention to detail, problem solving and analytical abilities
Languages:
- Fluency in verbal and written English mandatory
- Fluency is Spanish & French is useful.
Key Relationships:
- Internal: CEO & COO of Africa, Managers across various departments, Senior Management, Head of Departments in other regional hubs of Puma Energy
- External: External Consultants
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