DATA SCIENTIST

  • 7500
  • Singapore
  • Permanent, Full time
  • Amoria Bond , EA Licence No: 12C6287
  • 12 Oct 18

Build, validate, test and deploy machine learning model (eg. modelling, predictive, and forecasting) using proven and experimental techniques. Deploy creative algorithms by employing machine learning and data mining techniques

Job Description:

  • Build, validate, test and deploy machine learning model (eg. modelling, predictive, and forecasting) using proven and experimental techniques.
  • Define hypotheses, develop execute necessary tests, experiments and analyses to prove or disprove them
  • Translate data speak to human speak by effectively conceptualizing analysis to team members and business stakeholders.
  • Deploy creative algorithms by employing machine learning and data mining techniques
  • Contribute to team's innovation and IP creation 

 

 

REQUIREMENT

  • Ph.D graduate or Masters (at least 3 years relevant experience) in computer science/computer Engineering /Operations Research/Mathematics/Statistics
  • Understanding of machine learning, deep learning, data mining, algorithmic foundations of optimization
  • Experience with machine learning framework
  • Proficient in one or more of the following programming languages/Python, R
  • Experience in building machine learning models at scale, using real - time big data pipelines on platforms such as Spark/MapReduce
  • Familiar with NoSQL, postGIS, stream processing and distributed computing platforms
  • Self-motivated, independent learner and willing to share knowledge with the team members
  • Details-oriented and effective time manager in a dynamic working environment