Actively Hiring
PE
Data Scientist
PEP
Parow
Skills:
Machine Learning
Python
Job Description
Job Title: Data Scientist
Company: PEP
Job Category: Machine Learning
Roles & Responsibilities:
Your role will be pivotal in building end\-to\-end advanced analytics systems that elevate our decision\-making capabilities. You will act as a technical anchor, translating complex algorithmic outputs into actionable business strategies for non\-technical stakeholders, while mentoring junior talent and ensuring adherence to best practices. Join us in transforming data into a strategic asset!
KEY RESPONSIBILITIES
* Lead the design, development and deployment of scalable, production\-grade ML models and data products within a cloud environment
* Analyse model output and complex datasets to uncover insights and trends that inform business decisions and drive growth
* Design and execute controlled experiments to test new strategies, providing statistically sound recommendations
* Collaborate with cross\-functional teams to implement models
* Communicate insights and recommendations to stakeholders and decision makers in a clear and concise manner
* Drive innovation by identifying new opportunities, data sources and methodologies for improved solutions
* Guide, mentor and upskill junior data scientists, fostering a culture of continuous learning and technical excellence
* Define and enforce best practices for code quality, version control, model validation and MLOps deployment pipelines
Work Location: Parow, Western Cape, South Africa
Availability: Full time
Requirements
* Honours in Data Science, Computer Science, Statistics, Applied Mathematics, Operations Research or a highly quantitative field (Master’s degree advantageous)
* 2 years of experience in data science, with at least 2 years in a dedicated senior role
* Retail, Customer or Marketing experience is highly advantageous
* Technical Skills:
* Strong proficiency in Python and SQL
* A good understanding of code repositories, git and CI/CD
* Experience with machine learning algorithms (regression, classification, clustering, etc.)
* Experience with statistical analysis and hypothesis testing
* Experience with cloud platforms (preferably GCP)
* Familiarity with data visualisation tools (e.g. Data Studio or Power BI)
* Experience with model productionisation and model tracking
* Soft Skills:
* Excellent communication and presentation abilities to convey complex data insights to non\-technical stakeholders
* Strong problem\-solving and critical thinking skills to tackle ambiguous business problems
* Ability to work independently and collaboratively in a cross\-functional team environment
* A self\-driven team player who is results driven, assumes ownership of the given task and is committed to excellence
* Intellectual curiosity and a passion for exploring new data sources and methodologies
* Adaptability and willingness to learn new techniques and tools as needed
* Strong business acumen
Key Skills: Machine Learning, Python
Salary: Not disclosed