Manpower Singapore

Machine Learning Engineer

Manpower Singapore| Date Posted: 2-Aug-2020
EA Licence No: 02C3423
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Job Nature:
Permanent

Job Description



Job Scope:
  • Analyze and cleaning of enterprise transaction data, extract and summarize information needed for various forecasting
  • Find 3-party open data, discovery and summarize the information needed for various predictions
  • Feature engineering, variable transformation, dependency analysis
  • Feature ranking, selection, and filtering
  • Long-term business forecasting using novel machine learning techniques
  • Integrate the knowledge of domain expertise with forecasting results into business processes and assist stakeholders in making decisions


Qualifications:
  • Masters or Ph.D. in Computer Science, Statistics, Industrial Engineering or a relevant quantitative discipline
  • 3 years of practical experience in data analysis, statistical, and machine learning modelling
  • Hands-on knowledge of data manipulation and modelling languages such as Python, Julia,
  • Experience with data science tools such as Zeplin, Jupyter, pandas, scikit-learn, NLTK
  • Experience with ML frameworks such as TensorFlow, Keras, PyTorch
  • Good communication and collaboration skills to work with people from a variety of technical background


Bernice Mae Nocum Rallonza EA License No. 02C3423 Personnel Registration No. R1442141

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Manpower Singapore