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AI Research Engineer job in Singapore at BETTERDATA PTE. LTD.

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AI Research Engineer at BETTERDATA PTE. LTD.

AI Research Engineer

BETTERDATA PTE. LTD. Singapore Permanent


Who are we looking for

  • We are looking for a Research Engineer where you will be working on research and development of cutting edge synthetic data generation techniques in our corporate lab with a university.
  • Work closely with a world-class engineering team alongside software and AI/ML engineers to develop and incorporate algorithms into our AI synthetic data generation platform.


What you will be doing

Responsibilities

  • Assist in conducting research and development of state-of-the-art generative models for tabular synthetic data including using cutting edge technologies such as Generative Adversarial Networks (GANs), transformers.
  • Support and maintenance of research and web application software including performing experiments, building and deploying ML models, building microservices, building ml pipelines, developing user interfaces or visualisations.
  • Come up with new ideas or improve upon existing ideas in synthetic data generation including using generative models, language models, privacy preserving technologies or ethical/fair AI.
  • Develop and improve metrics to measure the quality of synthetic data including its utility and privacy.
  • Work closely with engineers in the end-to-end development of incorporating the algorithms into our synthetic data platform.
  • Opportunity to assist in publishing high quality research papers and publications in top conferences and journals.
  • Present, disseminate and explain our work at internal and external events.

 

Recommended Skills

  • Algorithms
  • Data Generation
  • Ethics
  • Experimentation
  • Maintenance
  • Metrics
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