Dubai Healthcare Data Scientist – ML & Predictive Analytics

AlFuttaim; Dubai; Vor Ort; AED 201.000 - 335.000; Vollzeit

Zusammenfassung

Al-Futtaim Healthcare is hiring a Healthcare Data Scientist - Machine Learning to build and validate predictive models using real-world healthcare data. The role focuses on transforming outputs into improvements in patient care, operational performance and financial decision-making within HealthHub Clinics in Dubai.

The ideal candidate will work with clinicians, operations, finance, IT and compliance teams, owning model development end-to-end while ensuring explainability and integration into

Qualifikationen

• 2-5 years of data-science experience, incl. healthcare datasets
• Proficient in Python or R and advanced SQL
• Familiarity with DHA NABIDH Malaffi UAE data-residency rules or clinical decision-support systems is valuable
• Dashboard development or descriptive reporting alone does not satisfy modeling requirements

Aufgaben

• Build, train, test and evaluate ML models for clinical/operational healthcare use cases
• Develop prediction solutions for patient risk and readmission
• Apply advanced analytics to claims and revenue-cycle performance
• Work with EHR, pharmacy, lab, claims, and patient activity data
• Define training/validation/testing approaches to minimize bias and leakage
• Explain model behavior with SHAP or LIME
• Translate insights into decision-support workflows
• Collaborate with clinicians on practical relevance

Kenntnisse

Python

R

Advanced SQL

Predictive modeling

Statistical modeling

Machine learning

Feature engineering

Patient cohorts

Longitudinal data

Logistic regression

Survival analysis

Classification

Clustering

Random forest

XGBoost

Model validation

SHAP

LIME

EHR analytics

Revenue-cycle analytics

Pharmacy data

Laboratory data

ICD-10

ICD-11

CPT

SNOMED CT

LOINC

HL7

FHIR

Healthcare governance

Ethical AI

Power BI

Tableau

Plotly

Dash

Clinical stakeholder comms

Ausbildung

Bachelor's degree in data science/computer science/statistics/biostatistics or related

Master's degree in related field (advantage)

PhD in related field (advantage)

Jobbeschreibung

Al-Futtaim Healthcare is hiring a Healthcare Data Scientist - Machine Learning to build and validate predictive models using real-world healthcare data. The role focuses on transforming outputs into improvements in patient care, operational performance and financial decision-making within HealthHub Clinics in Dubai.

The ideal candidate will work with clinicians, operations, finance, IT and compliance teams, owning model development end-to-end while ensuring explainability and integration into