Data Analytics Specialist

2 weeks ago


Singapore Careers@Gov Full time

About the Role

The School of Infocomm is seeking a dynamic individual to support our full-time and part-time course offerings in areas related to Data Analytics with Machine Learning, Data Engineering, Data Management, and other foundational ICT modules.

Key Responsibilities

  • Implement and administer module delivery, related activities (including student assessments and assignments) to meet learning outcomes.
  • Plan, design, and develop module curriculum, learning activities, and materials.
  • Stay current and responsive to changing developments in the profession and educational landscape through active engagement with industry and professional bodies/communities.
  • Maintain links with industry to stay current and to promote collaborations.

Requirements

Applicants should have a relevant qualification preferably in the fields of Data Science, Data Engineering, Machine Learning, and/or Statistics, with a minimum of 2 years' industry experience. Applicants should be proficient in two or more of the following areas:

  • TensorFlow/PyTorch, DeepSpeed/Megatron-LM, and familiar with operating mechanisms of these frameworks and systems.
  • Large language models, using frameworks like Hugging Face and LangChain, and other core NLP algorithm model construction and improvement.
  • Variety of optimization algorithms and model architectures, including various classical algorithms and models based on gradients (BERT, GPT-3).
  • AWS/Azure cloud services involving development cycle DevOps/MLOps and the Agile approach.

What We Offer

Candidates will have the opportunities to develop and grow their capabilities through industry projects or academic research projects and professional learning communities.



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