Internship Opportunities: Computer Vision/machine

vor 2 Wochen

Berlin, Deutschland Microsoft Vollzeit

You will build and evaluate machine learning models and algorithms to solve real-world problems. You will be working closely with leading machine learning researchers, practitioners, and software engineers to generate and evaluate state-of-the-art algorithms.

**Responsibilities**:

- Develop novel machine learning models and algorithms.
- Design and evaluate machine learning experiments.
Designing and developing state-of-the-art generative, efficient image and video understanding, and multi modal vision and language models.
- Write and present your findings in technical documents or publish them in top-tier papers.

**Qualifications**:

- Knowledge of machine learning models and algorithms; typically, this means that you are enrolled in a PhD program in the area of machine learning or a related field and have demonstrated proficiency through one or multiple publications at relevant venues
- Good spoken and written English.
- Experience in software development practices and one or multiple of the following programming languages and libraries: Python, C++, OpenCV, TF/Keras/PyTorch
- Experience in handling and processing large datasets of videos and images.
- Working knowledge of basic computer vision tasks of segmentation/detection/object tracking/classification, signal processing - such as signal denoising, signal extraction etc.
- Having publications at top-tier Computer Vision/Machine Learning conferences such as CVPR/ICCV/ECCV/NeuRIPS/ICML/ICLR would be a plus.
- Experience with any of the following:

- Diffusion models, Vision Transformers, Neural Radiance Fields models (NERF)
- Deep learning model quantization
- Computer graphics, and related technology stack, e.g. Blender, Maya, ZBrush, Rhino, Unity, OpenGL, GLSL, CUDA
- Non-verbal human communication and human interaction
- Image quality metrics, high-definition imaging, image enhancement

Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.

We offer a competitive salary.

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