Data scientist Data scientist …

Comtel Solutions Pte Ltd
in Singapore, Singapore, Singapore
Contract, Full time
Last application, 19 Jan 20
8000
Comtel Solutions Pte Ltd
in Singapore, Singapore, Singapore
Contract, Full time
Last application, 19 Jan 20
8000
Performing analytical data processing, including for example, statistical analysis to determine the characteristics of the input data sets to inform subsequent analytical model building efforts
  • Performing analytical dataprocessing, including for example,statistical analysis to determine the characteristics of the input data sets to inform subsequent analytical model building efforts
  • Performing feature analysis of the input data set, including for example, significance testing on input features, creation of derived features, and selection of feature subset to manage data volume as well as sufficiently develop the required analytical models, as required by the analysis requirements of a given project
  • Building analytical models of the input data using one/more of data modeling methods including for example, Regression, Time-Series modeling, Decision Trees & Random Forests, Neural Networks, Support Vector Machines, Nearest Neighbor based clustering, Deep Learning, among others, as best suited for the specific requirements of a project
  • MS or PhD in Computer Science or Computer Engineering with 3-5 years of experience as data scientist or in a related role.
  • Preferably with hands on experience in implementing scalable Machine Learning solutions using Python/R/Scala/Java on Azure,
  • AWS or Google cloud platform
  • Proficient in advanced statistical methods and building ML models including Regression, classification, forecasting, function
  • approximation, optimization, deep learning.
  • Hands-on experience working with cloud based big data platforms and tools such as Hadoop/Spark/ HANA etc. to deploy and productionize ML solutions
  • Must have project experience in delivering end-to-end data science projects collaborating
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