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Information Technology Engineer (Ref 24061A)

Location Singapore, Singapore
Posted 18-March-2021
Description

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:

- 3 - 5 years of work experience in relevant disciplines

- 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)

- Extensive 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.

- Good knowledge of Agile Methodologies

- Experience in best practice adaption and external benchmarking


Shortlisted candidates will be offered a 1 Year Agency contract employment.



License No : 12C6060

 
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