Intern (ML Research)
Sony
- Schlieren, Zürich
- Praktikum
- Vollzeit
- Develop and refine ML models with a focus on latent representations and generative models to enhance system performance
- Design and implement experiments to assess the quality and limitations of our current model architectures
- Address limitations by proposing and implementing research driven solutions
- Keep up-to-date with ML research in related fields to drive innovation
- Integrate ML models into real-world AI systems in collaboration with cross-functional teamsRequirements:- Strong background in Machine Learning (MSc or currently pursuing a PhD in a related field) and relevant work experience with a track record of excellent contributions.
- Prior experience with un-supervised or self-supervised learning, generative modeling, representation learning or dimensionality reduction
- Prior experience with auto-differentiation libraries and learning frameworks (eg. PyTorch, Tensorflow, JAX)
- Proficiency in Python, with experience in GPU-accelerated deep learning.
- Good command of written and spoken English.How you can stand out:
- Academic publications, patents, and/or open source software in related domains
- Prior experience with (deep) reinforcement learning, simulation environments, numerical optimization
- Prior experience with robotic control, numerical optimization, real-time constrained systems