Predictive Modeling Specialist

23 hours ago

Islamabad, Islamabad, Pakistan beBeePredictive Full time 10,000,000 - 15,000,000

Job Title: Predictive Modeling Specialist

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At our organization, we are looking for a skilled predictive modeling specialist to join our team. The ideal candidate will have strong skills in developing and training predictive models using structured and time series health data.

Responsibilities">
  • Develop and train predictive models using structured and time series health data to identify risk patterns and trends.
  • Combine signals from multiple sources into risk models to improve accuracy and reliability.
  • Validate model performance with clinical sensitivity in mind, ensuring that the results are meaningful and actionable.
  • Packaging models for deployment in a scalable manner to support real-time decision-making.
  • Collaborate with NLP engineers to create end-to-end predictive workflows that integrate machine learning algorithms with clinical expertise.
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Required Skills and Qualifications:

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  • At least 3 years of experience in machine learning and timeseries forecasting.
  • Experience working with algorithms like Logistic Regression/Decision Trees/Random Forest.
  • Strong programming background in Python, with experience working with NumPy/Pandas/PyTorch/TensorFlow.
  • Deployment experience in Azure, AWS, or GCP.
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Nice to Have Skills:

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  • Experience with health-related datasets and performance metrics.
  • Familiarity with integrating NLP-derived features.
  • Knowledge of early warning scores.
  • Familiarity with clinical terminology and standards like ICD-10.
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