Senior Data Science Analyst/ Assistant Data Science Manager

AXA

  • Hong Kong
  • Permanent
  • Full-time
  • 1 month ago
Support the development of different data science initiatives including deep learning models and statistically advanced model scripts to support data science and analytics initiatives on AI, eg, RAG, Document Understanding etc.· Support the development of cloud solution in Azure platform like data loading, pipeline design, on-perm to cloud migration etc.· Support on C360 Datamart enhancement and maintenance.· Monitor and enhance the performance and effectiveness of existing models in production.· Mange BI solution development and implementation for various MI reporting using Power BI.· Deliver insights from the data visualization process from a customer-centric approach.· Work on Data Science project with different stakeholders to expand data science discipline into business application spectrum.Qualifications
  • Graduate or advanced degree qualification in related subjects, eg, Data Science, Statistics, Maths etc.
  • 2+ years of relevant working experience in data analytics field as statistician/analyst/data scientist.
  • Good understanding on the prevalent NLP-related algorithms and models like Transformer, GPT, Bert etc.
  • Have hands-on experience with deep learning framework like Tensorflow, PyTorch.
  • Good knowledge of model development process like data cleansing, feature engineering, model training and validation; and have good understanding of the algorithms behind.
  • Familiar with data science libraries like Pandas, Spark, Numpy, Scikit-learn etc.
  • Strong programming skills in Python, SQL and SAS.
  • Have experience with Azure and Databricks will be a plus.
  • Previous exposure to /knowledge of instance industry will be an asset.
  • Proactive and with a can-do attitude.
  • Good command of English, Cantonese/Mandarin.

AXA