Intern - Machine Learning (Speech) - Staines-upon-Thames, United Kingdom - Samsung Electronics
Description
Position SummaryRole and Responsibilities
As a Machine Learning - Intern, you will:
- Innovate & develop state-of-the-art solutions to industry relevant problems in the field of on-device machine learning (audio/speech domain)
- Actively propose and prototype novel research ideas/solutions considering real-world constraints
- Work on complex systems and develop research ideas into production ready software
- Incorporate software engineering practices at both research and development stages
- Communicate and disseminate research results via papers and/or reports
Required- Perusing PhD degree in ML/AI, Computer Science/Engineering, Electrical Engineering, Mathematics, Statistics, or related disciplines- Strong fundamentals in machine learning and artificial intelligence- First author publications in top ML/AI conferences/journals (e.g.
, ICML, NeurIPS, ICLR, CVPR, SysML, INTERSPEECH, IEEE TPAMI, IEEE IoT, IEEE TNNLS, JMLR or similar)- Machine Learning experience in least one of the following domains:
- Speech Recognition-
- Speech Enhancement-
- Audio Processing and Generation-
- Generative AI-
- Demonstrated success:
- Strong development skills with Python and/or C/C++ is required.-
- Experience with programming using popular machine learning frameworks such as PyTorch and/or Tensorflow-
- Creating comprehensive and well-written documentation.-
- Familiarity with software engineering practices and tools such as Git-
- Excellent communication, teamwork and a results-oriented attitude
- Proficiency in problem solving and debugging
Essential skills are:
- Currently studying for a PhD in Mathematics, Computer Science or a related discipline (or just completing).
- Computer vision, machine/deep learning or related fields
- Expertise in imagebased 3D reconstruction: Photogrammetry, Neural Radiance Fields (NERF) or Gaussian Splatting techniques.
- Strong programming skills in Deep Learning libraries like Pytorch and/or TensorFlow
- Programming proficiency one or more of programming language and APIs like C++/Java/Python
- Excellent communication, teamwork and a resultsoriented attitude
- Proficiency in problemsolving and debugging
Desirable skills include:
- Experience in Generative AI, including handson implementation of stateoftheart models.
- Computational photography, image inpainting and 3D vision
- Model optimization and knowledge distillation.
- Experience in computer graphics and rendering: design and development of software such as OpenGL, OpenGL ES, Vulkan or DirectXContract type: 6 month internship
Start date:
immediate start (as soon as possible)
Location:
Staines-upon-Thames, Surrey, UK
Hybrid Policy: 3 days onsite and 2 days working from home weekly
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