Internship Opportunities: Computer Vision/machine - Berlin, Deutschland - Microsoft

Microsoft

Geprüftes Unternehmen

Berlin, Deutschland

vor 2 Wochen

Geschrieben von:

Lena Wagner

beBee Recruiter

PraktikumSHIP

Beschreibung

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 toptier 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 toptier 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
Nonverbal human communication and human interaction
Image quality metrics, highdefinition 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.