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Job Title:
Machine Learning Engineer
Company:
Multinational Electronics Firm
Corporate Title:
Flexible
Salary Range:
Generous Package
Location:
Singapore
Date Open:
Sep 2020
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Date added:
01 October 2020
Job Ref No:
32330 SL
Responsibilities / Duties:
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
Requirements / Qualifications:
Masters or Ph.D. in Computer Science, Statistics, Industrial Engineering or a relevant quantitative discipline
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
Proficient in English