Implement and develop novel algorithms and research ideas in fields such as machine learning, deep learning and reinforcement learning.
Contribute to our publication efforts.
Encourage and support good engineering practices as research is translated into reusable and maintainable code.
Report and present experimental results and research findings clearly and efficiently, both internally and externally, verbally and in writing.
From time-to-time, collaborate with the team in representing InstaDeep at conferences and events.
Work permit for South Africa.
Either already obtained to currently working towards a postgraduate degree in Computer Science, Machine Learning or a related scientific field.
Experience in developing and debugging in Python or similar languages.
Experience using machine learning frameworks such as PyTorch, Tensorflow, and/or Jax.
Research and software engineering experience demonstrated via previous experience, contributions to open source software, or coding competitions.
Proven ability to contribute to research communities and/or efforts, including publishing scientific papers at conferences (ICLR, NeurIPS, ICML, etc.) and/or workshops.