POSITION DETAIL

 
Data Scientist
Posting Date : 19 Nov 2018 | Close Date :17 Feb 2019


·         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

·         o    Predictive & Prescriptive modelling;

o    Anomaly Detection; 

o    Natural Language Processing;

o    Reinforcement Learning;

o    Machine learning & Deep Neural Networks;

·         Responsible for analysis requests from start to finish, including requirements gathering, conceptualization, analyzing and solving:

·         Perform Problem/Opportunity definition and analysis

·         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 H2O, Tensor Flow, PyTorch etc. & Agile Methodologies for Business Analytics projects

·         Build Performance Metrics & dashboard/storyboard to present information and insights gathered as part of analysis

·         Create and review technical design documentationsResearches, including proposals, white papers, presentations, formal recommendations and reports.

·         Contribute to the company by creating patents and other intellectual property.

You are best equipped for this task if you have:

·         PhD or Masters Degree in Computer Science/Mathematics/ Statistics or equivalent.

·         Relevant work experience for at least 5 years.

·         Solid understanding and hand-on experience in computer vision, image recognition, deep learning, and associated libraries and frameworks (Spark, Keras, Tensorflow, OpenCV, Skimage, etc.).

·         Good understanding of cloud based AI/ML products from Google, Amazon, IBM & AWS and experience in large-scale distributed system (Hadoop, Spark, Hbase,..)

·         Experience in developing and debugging in one or more of the following programing language/framework: Python, R, C, C++, Scala, API.ai, Cortana, Alexa, CloudML, AureML, CoreML, TensorFlow, Theano, Torch, Caffe, H2O.ai, etc.

·         Good knowledge of Agile Methodologies

·         Experience in best practice adaption and external benchmarking.

·         Generate intellectual property

 
Specialization : Engineering
Type of Employment : Permanent
Minimum Experience : Fresher
Work Location : Singapore
  

If you encounter difficulties, please click here  for technical assistance.