Data Scientist - Sandton, South Africa - HR Genie

HR Genie
HR Genie
Verified Company
Sandton, South Africa

1 month ago

Thabo Mthembu

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Thabo Mthembu

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Description

Our client a Global Tech firm is seeking a Data Scientist to join their team in Sandton on a contract basis.

They offer stability, growth, attractive rates and a great working environment.


The role will primarily work with cross functional teams across data analytics, actuarial analytics, data science, clinical (coders and doctors), and data engineers in an international team.

The objective of the role is to ensure timeous, robust and accurate delivery of relevant data science methods including responsibility of research, development, and monitoring of models.

Effective communication between a range of stakeholders is vital to ensure delivery.


Requirements:


  • Develop data science models fit for purpose to solve business problems
  • Rapidly test and iterate different data science algorithms
  • Ownership of model monitoring statistics and trigger points to decide model retraining parameters.
  • Contribute into the MLOps process to successful productionize models with MLOps Engineers
  • Mining large structured and unstructured datasets for a multitude of companies with different data structures
  • Usage of data science to find new insights to inform healthcare strategies and develop product, there will be a broad range of products to understand from clinical, operations, financial, fraud, digital, sales and marketing, wellness, etc.
  • Performing basic data analytics ad hoc to extract core data insights
  • Present data and model findings in a way that provides actionable insights
  • Connecting with a multitude of local and international stakeholders to understand the data, systems, and analytical processes in a healthcare context
  • Improve processes and data outcomes where opportunities arise

Qualifications

  • Degree in either Data Science, Statistics, Applied Mathematics or Computer Science
  • Experience in healthcare data science is preferred
  • Proficient in SQL, python, and advanced excel
  • Proficient in exploratory data analysis for data science
  • Proficient in a range of data science algorithms (Machine Learning, Deep Learning, Reinforcement Learning, etc.). Specialisation in one field is also welcomed.
  • Working experience in the MLOps process and AI governance
  • Working experience in health outcome indices and metrics and measures
  • Working experience of the model lifecycle in at least 2 out of the following areas of expertise from clinical, operations, financial, fraud, digital, sales and marketing, wellness, or any relevant dataset in healthcare
  • Knowledge of patient health management, provider profiling, healthcare reporting, and other key healthcare technologies etc. is advantageous
  • Knowledge of clinical tools including coders, groupers, and classifications is advantageous
  • Knowledge of data science in the healthcare space is advantageous
  • Knowledge of healthcare benefit pricing, product pricing and other actuarial calculations (reserving, risk rating, etc.) is advantageous
  • Experience in Microsoft Azure preferred (Databricks, Synapse, Data Factory, etc.)
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