Data Scientist (Business Analytics) (Ref 24061)

Company:
Location: Singapore

*** Mention DataYoshi when applying ***

Responsibilities:

  • Work as a technical expert on Artificial Intelligence/ Machine Learning (AI/ML) and present research findings to stakeholders internally and externally
  • Demonstrate thought leadership in the area of data science and machine learning
  • Execute Problem/Opportunity definition and analysis
  • Responsible for analysis requests from start to finish, including requirements gathering, conceptualization, analyzing and solving
  • Prove concepts, prototypes and implementations, mainly pertaining to the solutions and services in Business Analytics encompassing:
  • Computer Vision;
  • Natural Language Processing
  • Reinforcement Learning
  • Machine learning & Deep Neural Networks
  • Predictive & Prescriptive modelling;
  • Collect, analyze and interpret qualitative & quantitative data with statistical theories and methods
  • Apply standard process CRISP-DM (business understanding, data understanding, data preparation, modeling, evaluation, deployment), Machine Learning frameworks such as TenserFlow, PyTorch etc. & Agile Methodologies for Business Analytics projects
  • Create and review technical design documentations and researches including proposals, white papers, presentations, formal recommendations and reports
  • Provides guidance to junior data scientists
  • Contributes to the company by creating patents and other intellectual property


Requirement:

  • PhD or Masters Degree in Computer Science/ Mathematics/ Statistics or equivalent
  • Relevant work experience for at least 2 years
  • Strong understanding, conceptualizing and hands-on working knowledge using Data Science and Statistical methods for AI/ML including Deep learning methods (Convolutional Neural Networks, Recurrent Neural Networks and Generative Adversarial Networks)
  • Experience in software development cycles and excellent programming skill with scripting languages & frameworks eg. Python, R, Scala, Java, TensorFlow, PyTorch, Sklearn
  • Familiar with micro service and/or big data technologies, eg. Openshift, Cloudera (CDH), Elasticsearch, CEPH
  • Good understanding of cloud based AI/ML products from Google, Azure, and AWS


Licence No: 12C6060

*** Mention DataYoshi when applying ***

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