Bupa

Senior Data Scientist

Kwun Tong District, Hong Kong SAR

6 days ago
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Summary

Responsibilities:

  • Design and implement advanced machine learning and generative AI solutions for healthcare applications
  • Build and optimize data pipelines for healthcare data processing using FHIR, OpenEHR standards
  • Develop and deploy AI models for personalized health insights and predictive analytics
  • Collaborate with cross-functional teams to integrate AI solutions into existing systems
  • Implement robust MLOps practices to ensure scalability and reliability of AI systems
  • Create and maintain technical documentation for data science solutions

Qualifications, Training and Experience:

  • Bachelor's degree in Computer Science, Data Science, or related field; Master's preferred
  • 5+ years of experience in data science, with demonstrable ML/AI engineering expertise
  • Hands-on experience with generative AI technologies, including:
  1. Working with open-source language models
  2. Implementing RAG (Retrieval-Augmented Generation) systems
  3. Fine-tuning and optimizing foundation models
  4. Experience with frameworks like LangChain, LlamaIndex, or HuggingFace
  • Proficiency in cloud environments, particularly Azure (GCP/AWS experience also valued)
  • Strong skills in Spark and big data frameworks
  • End-to-end data pipeline expertise, from ingestion to model deployment
  • Experience with MLOps tools such as MLflow
  • Excellent programming skills in Python and SQL
  • Strong communication skills with ability to translate complex technical concepts

Preferred Experience:

  • Experience with Databricks or Snowflake platforms
  • Experience in healthcare or insurance industries
  • Knowledge of healthcare data standards (FHIR, ICD-10, etc.)
  • Experience with data governance practices and policies
  • Background in software engineering
  • Experience with dashboard development and data visualization
  • Track record of successful AI solution design and implementation


Bupa offers 5 days’ work per week and comprehensive remuneration packages including base salary, study assistance plan, company pension plan, life and medical benefit, dental benefit, annual leave, examination leave, etc.

Bupa is an equal opportunity employer and welcomes applications from qualified candidates. Information provided will be treated in strict confidence and only be used for consideration of application with Bupa.

Personal data collected will be used for recruitment purposes only. Bupa will be in touch for any opportunities that matches your profile. All personal data of unsuccessful application will be destroyed 24 months from the date of receiving the application. Full version of Data Privacy Notice available upon request.

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