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Data Science

Data Science

medico workforce
Early Applicant
  • Posted 8 hours ago
  • Be among the first 10 applicants

Job Description

About The Opportunity

A fast-growing healthcare talent solutions provider operating at the intersection of data science and medical workforce intelligence, we build predictive analytics and AI-driven matching engines that connect clinical professionals with high-impact roles across India. Our data science team powers real-time talent demand forecasting, skill gap analysis, and personalized career pathway recommendations for thousands of clinicians nationwide.

Role & Responsibilities

  • Design and deploy machine learning models to predict clinician hiring trends, attrition risk, and skill-demand hotspots across Indian healthcare markets.
  • Build and maintain scalable data pipelines using Python, SQL, and cloud platforms to ingest, clean, and transform heterogeneous healthcare workforce datasets.
  • Collaborate with product and HR teams to translate business problems into data-driven KPIs and visual dashboards using Power BI or Tableau.
  • Apply NLP techniques to parse and categorize unstructured clinician resumes and job descriptions for intelligent matching and recommendation.
  • Optimize model performance through feature engineering, hyperparameter tuning, and A/B testing of scoring logic.
  • Document modeling approaches and maintain reproducible experiments using Git, MLflow, or similar version control frameworks.

Skills & Qualifications

  • Must-Have
  • Python
  • SQL
  • Scikit-learn
  • Pandas
  • Power BI
  • Tableau
  • Git
  • MLflow
  • Preferred
  • Apache Spark
  • FastAPI
  • Healthcare domain experience

Benefits & Culture Highlights

  • On-site collaborative workspace in a high-impact healthcare tech environment.
  • Opportunity to shape national healthcare workforce strategies using data.
  • Cross-functional exposure with product, HR, and clinical teams.

Skills: python,git,pandas,tableau,power bi,sql,scikit-learn

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