Data Scientist
Turn sports data into winning strategies with advanced algorithms and machine learning
Cape Town | R1 200 000 - R1 300 000 per annum | 08:00am 17:00pm
The Role: Data Scientist
As a Data Scientist, you will be responsible for designing, developing, and evaluating advanced algorithms and models that transform raw sensor data into meaningful insights. This role involves close collaboration with engineers and sports scientists to support predictive analytics that inform strategies in elite sports.
Key Responsibilities
Design, develop, and evaluate signal processing algorithms to deliver insights for players, coaches, and broadcasters
Build and refine algorithms under the guidance of senior team members
Develop and maintain documentation of the data science architecture and algorithms
Partner with sports scientists to collect and validate sensor data
Develop and train machine learning models to provide predictive insights into team strategies
About You
BEng/BSc or higher in Electronic Engineering, Mathematics, or Computer Science
Strong knowledge of signal processing concepts (filtering, Nyquist frequencies, time-frequency transformations)
Understanding of algorithm performance evaluation techniques (e.g., receiver-operating-curves)
Experience with machine learning algorithms (regression, decision trees, SVMs, neural networks)
Proficiency in Python, MATLAB, Octave, or R for data analysis and simulations
Excellent time management and attention to detail
Hands-on, technically curious, and an effective communicator
Strong interest in sports trends and analytics
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