Join us to be a part of the AI revolution!
The Cape Town BioAI Research department is looking for interns starting in February 2024, for a 6-month internship, focusing on exploring and fine-tuning advanced deep learning models. The project will involve applying these models to sequence problems in immunology, aiming to uncover new insights and improve understanding in this area of research.
Responsibilities
- Establish and improve on an understanding of sequence based deep learning approaches in immunology
- Set up Deep Learning training pipelines and train/fine-tune models
- Carry out performance analysis and ablation studies to compare approaches
- Iterate on neural network architectures and training techniques
- Present findings orally and in writing
- Good programming skills in Python 3
- Broad theoretical and practical knowledge of existing deep learning methods (supervised, unsupervised, convolution-based, attention-based, recurrent)
- Familiarity with one of the following DL libraries: PyTorch, Tensorflow, Jax
We empower individuals to celebrate their uniqueness here at InstaDeep. Our team comes from all walks of life, and were proud to continue encouraging and supporting applicants from underrepresented groups across the globe. Our commitment to creating an authentic environment comes from our ability to learn and grow from our diversity, and how better to experience this than by joining our team? We operate on a hybrid work model with guidance to work at the office at least 2 to 3 days per week to encourage close collaboration and innovation. We are continuing to review the situation with the well-being of InstaDeepers at the forefront of our minds.
Right to work: Please note that you will require the legal right to work in the location you are applying for.
