I3901 Data Scientist (Engineer)
1. Focus on data analyze by statistics and mining or machine learning methods 2. Research and evaluate pioneering machine learning and statistical model 3. Support and help business unit to solve problem and insight find out from projects or request. 4. Co-operate with architecture to drive near real-time model implementations and new feature creations 5. Experience in analyzing and extracting valuable information from large amounts of internal data 6. Design, develop and test advanced models for predicting consumer behavior 7. Design efficient, scalable, automated processes for large scale data analyses, model development, model validation and model implementation
1. Familiar with probabilistic model predictive models 2. Solid experience in system design and programming, ability to work with big data with minimal engineering support 3. 2+ year experience in data mining, algorithms, statistical analysis, computational NLP and/or machine learning 4. Proven ability of solving challenging problems in both academia and industry 5. Self-motivation and an ability to priorities multiple competing challenges in a fast-growth environment 1. Thinking about thinking; meta-cognition 2. Applying past knowledge to new situations 3. Thinking and communicating with clarity and precision 4.Remain open to continuous learning 5.Practical Experience will be better, ex. Kaggle Comptetion..etc.
【Require Skills】 1. Python (SciPy) or R 2. SQL DB 3. Statistic Modeling, Machine Learning Experience 【Advanced Skills】(Familiar) 1.Hadoop/Spark, PySpark 2.Scala 3.Tensorflow, Kibana 4.Tableau 5.R Studio
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