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Data Scientist #SGUnitedJobs
  • Python
  • Machine Learning
  • Tableau
  • Data Visualization
  • Deep Learning
MyCareersFuture.SG
Changi
104 days ago
  • Having experience on installation of data science platform
  • Collaborate with business to understand and define the data science use-cases
  • Understand data sources, process pipelines and help prepare data for efficient data science projects
  • Apply statistical analysis and visualization techniques to the data Generate and Test Hypothesis using quantitative methods Apply various ML and advanced analytics techniques to design predictive solutions
  • Integrate domain knowledge into the ML solution Collaborate with Data Engineers and IT to evaluate and implement ML deployment options
  • Assist with project documentation and training of peers and other business stakeholders on data science principals
  • Use various data partition methods to improve model performance
  • Hands-on experience in building predictive models both regression and classification using various machine learning algorithms
  • Well-versed with developing predictive models using various machine learning algorithms such as Linear Regression, Multiple Linear Regression, Logistic Regression, Multinomial Logistic Regression, Decision Tree, Random Forest, eXtreme Gradient Boosting Machine et cetera
  • Should develop classification models using advanced statistical methods such as Naïve Bayes, Support Vector Machines, Neural Networks, Deep Learning et cetera
  • Have to perform various types of Regularization methods
  • Good at dealing with high-dimension reduction methods using Principal Component Analysis (PCA)


Other Requirements:

  • Degree in IT/Data or equivalent experience.
  • 5+ years of experience in R and Python programming languages to build statistical and predictive models
  • Having 4+ Years’ experience on Data Science Tools like Data Robot, Cloudera Data Science Work Bench, Jupiter, and Python etc.
  • Having good understanding of the Data Visualization tools like Tableau
  • Excellent communication skills

minimumYearsExperience : 3
[CANDIDATES WHO REQUIRE WORK PASSES NEED NOT APPLY]

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