Machine Learning Engineer
Machine Learning Engineer
Manpower Singapore
EA Licence No: 02C3423
Job Nature: Permanent
Job Category: IT-Software/Development
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
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