Senior Data Scientist | Shenzhen OR Hong Kong | Salary: Based on experience
Nst Recruiment
Shenzhen OR Hong Kong
11天前

Description :

  • Key activity : analysis of data using mathematical methods and tool
  • Key skill set : data analysis and modelling, statistical analysis, inferential analysis, data wranglingKey methods and tools :
  • Requirements :

  • Statistical Analysis and Modeling, Machine Learning, Regression and Classification Analysis, Clustering, Recommendation models, Deep Learning (Convolutional Neural Networks, Recurrent Neural Networks), Natural Language Processing, Time Series analysis
  • Python ecosystem (numpy, pandas, scikit-learn, matplotlib), R programming, SQL, Jupyter Notebooks, Spark ML, TensorFlow, Caffe, MXNet, AWS, Azure, GCP, docker
  • Desirable

  • Advanced degree, e.g. Masters or PhD
  • Focus on math / STEM, e.g. Applied Mathematics, Theoretical Physics, Mathematical Physics, Computer Science
  • Clear data science experience in the past, e.g. built recommender, fraud detection, customer classification etc
  • Experience with building Machine Learning pipelines, paying attention to experiments sharing and collaboration
  • Models productionalization, deployment
  • Experience with presentation of modelling results to stakeholders in business organization
  • Cloud experience, e.g. any reference to AWS, Azure, GCP
  • Kaggle competitions, Hackathons
  • 申请
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