Senior Data Scientist

3 days ago


Johannesburg, Gauteng, South Africa Boardroom Appointments Full time R1 200 000 - R2 400 000 per year


Senior Data Scientist

Minimum Requirements:

  • Matric (Grade 12)
  • Masters or PhD degree in either Data Science, Actuarial Science, Statistics, Operations Research,
  • Computer Science or Applied Mathematics
  • Ability to formulate a clear problem statement, develop a plan for tackling it, and clearly communicate findings verbally, visually, and in writing
  • Demonstrable working experience in an analytics position, where the focus was on building and implementing machine learning models to solve business problems
  • Experience accessing and analysing data  using language/tools/databases such as Python, R, SQL,
    etc.
  • Experience using Gradient Boosting Machines, Random Forests, Neural Networks or similar algorithms.
  • Good knowledge of Microsoft Office tools

Responsibilities:

  • Identify and build appropriate models to predict risk, sales and savings
  • Present data insights and model findings in a way that provides actionable insights for business stakeholders and senior executives
  • Mining and visualising large structured and unstructured datasets throughout the businesses to inform product design, risk management, customer interaction strategies, etc.
  • Following model implementations through to business adoption
  • Monitoring model performance and using feedback for improvement
  • Improving processes and data collections where opportunities arise
  • Running scientific experiments to evaluate different models in a reproducible way
  • Produce analytical work that is customer, business and staff focused



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