Posted on 2021-12-29

AI Researcher

Pantheon Lab Limited

We are currently seeking motivated research engineers with a passion for building the next generation technology to generate audio and visual contents. The focus of this role largely coincides with Generative Adversarial Network (GAN) research, development, and application. The position requires a combination of education and experience in computer science and machine learning.


Responsibilities

  • Research and develop machine learning models for a wide range of AI applications including computer vision, computer graphics, natural language processing, audio, and speech synthesis.
  • Prototype and ite1rate on state of the art research against proprietary, in-house software.
  • Run and analyze ML experiments to diagnose problems and understand which changes are real improvements.
  • Collaborate closely with a small team to balance the need for flexibility and iteration speed in research with the need for stability and reliability in a complex project.
  • Understand our high-level research roadmap to help plan and prioritize future experiments.
  • Build large-scale end-to-end ML systems from researching a prototype to production deployment.

Qualifications

  • B.S/M.S./PhD in Computer Science, Mathematics, Physics, Engineering, Statistics or other related technical major fields; or equivalent industry experience,
  • Excellent software development skills in Python and/or C/C++,
  • Strong programming skills and the ability to write performant, clean, reusable code,
  • Proficiency in at least one major deep learning framework such as PyTorch, TensorFlow, MXNet, etc,
  • Solid knowledge of best practices, techniques, and tricks in training deep learning models,
  • Familiar with current state of academic and industry research,
  • Experience with building machine learning platforms and infrastructure in production and at scale,
  • Experience with deploying deep learning models in the cloud,
  • Effective communication skills and ability to work in an agile environment,
  • Strong sense of project ownership and personal responsibility,
  • Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading conferences,
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More job information
Salary
  • 15,000 - 30,001 / month
Benefits
  • 5-day week
  • Dental plan
  • Flexible working hours
  • Housing allowance
  • Shuttle bus
Job Function
Location
  • Shatin
Industry
Employment Term
  • Permanent
  • Full-time
Experience
  • 1 year
Career Level
  • Entry level
Education
  • Degree