Data Scientist (Machine Learning)
Cape Town
This is a high level mid to senior level position.
Unlock the power of data and drive business success as a Data Scientist. In this role, you'll transform complex data sets into valuable insights, leveraging data as a competitive advantage for our company. You'll extract, analyze, and interpret data using algorithmic modeling, data mining, AI, machine learning, and statistical techniques to uncover trends and patterns that support our objectives.
This position requires a unique combination of technical expertise and strong communication skills. You'll need a passion for the art of data science, translating intricate findings into clear, concise narratives that resonate with stakeholders.
Responsibilities:
Collaborate with cross-functional teams to identify business needs and model data-driven scenarios that address key questionsPartner with Senior and Lead Data Scientists to develop robust, scalable solutions that bring business requirements to lifeDesign, validate, and execute algorithms and predictive models to collect, merge, analyze, and interpret large data setsInvestigate problems, detect patterns, and extrapolate insights from dataBuild data structures and pipelines to organize, collect, and standardize dataPerform data preparation, cleaning, and validation to ensure data integrity, accuracy, completeness, and uniformityTest and select optimal data mining models for each projectAdhere to stringent quality assurance and documentation standards using version control and code repositoriesCross-validate models to ensure their broad applicabilityAssess and optimize data sources and data-gathering techniquesVisualize analytical findings and results in a clear, compelling mannerEffectively structure and plan projects, timelines, and deliverables, weighing business and technical trade-offsConduct research and develop prototypes and proof of conceptsShare insights across teams to foster collaborationStay current on the latest data science research, developments, and best practices
Requirements:
Bachelor's degree in Data Science, Computer Science, Mathematics, Statistics, Information Technology, Information Systems, or a related fieldA minimum of 4 years of experience as a Data Scientist or similar role, with solid expertise in applying machine learning, deep learning, data mining, and mathematical/statistical methodologies to support business objectivesRetail, commercial, or IT industry experience is preferredProficiency in SQL, Python, and data science toolkitsAdvanced skills in MS Office 365, including ExcelExperience with design thinking, lean, and agile principles is a plus
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