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Machine Learning Developer / Engineer (EST Hours) - Remote

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💎 Seniority level: Junior, 1-2 years

📍 Location: South Africa, EST

🔍 Industry: Healthcare

🏢 Company: ISTA Personnel Solutions

🗣️ Languages: English

⏳ Experience: 1-2 years

🪄 Skills: PythonData AnalysisMachine LearningData visualizationData modeling

Requirements:
  • Strong problem-solving and coding skills.
  • Experience building machine learning models.
  • Python skills for data analysis and building dashboards with libraries like Dash, Streamlit, Panel, Bokeh.
Responsibilities:
  • Develop and implement machine learning models to solve complex business problems from the ground up.
  • Use algorithms such as Random Forest, Gradient Boosting, and AutoML to enhance model performance.
  • Ensure models are scalable and maintainable.
  • Perform detailed data analysis to extract meaningful insights.
  • Conduct feature engineering to improve model accuracy.
  • Validate and clean data to ensure high-quality datasets for model training.
  • Communicate findings and recommendations to stakeholders in a clear and concise manner.
  • Collaborate with team members to integrate models into existing systems and workflows.
  • Create dashboards and visualizations using Python libraries such as Dash, Streamlit, Panel, and Bokeh.
  • Present data-driven insights through interactive and user-friendly dashboards.
  • Provide regular reports on model performance and business impact.
  • Apply machine learning techniques to healthcare-specific problems.
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