Student Assistant - 3D Measurement System for Computational Imaging (all genders)

Fraunhofer; Jena; Vor Ort; EUR 8.900 - 13.000; Vollzeit

Benefits dieser Stelle

Training opportunities

Language courses (German, Mandarin)

International team

Zusammenfassung

Huawei's Kepler Research Center in Jena is seeking an AI Research Intern for Optical Field Manipulation Algorithms. The role focuses on deep learning for optical field control, with emphasis on LCoS spatial light modulators.

You will develop novel algorithms and models, set up experiments, and collaborate with an international team. The ideal candidate is a student in optics/physics/CS with strong ML and Python skills, fluent in English, and eager to contribute to cutting-edge research in a

Qualifikationen

• Currently enrolled as a Bachelor, Master, or PhD student in optics, physics, mathematics, electrical engineering, computer science, or a related field.
• Solid foundation in wave optics, Fourier optics, diffraction, interference, and laser principles.
• Strong background in optical field manipulation and machine learning.
• Proficiency in Python and DL frameworks such as TensorFlow or PyTorch.
• Fluent English and willingness to collaborate in an international team.

Aufgaben

• Perform research and develop novel deep-learning based algorithms for optical field manipulation, including phase pattern optimization for target far-field diffraction patterns.
• Develop physical and data-driven models of LCoS devices to improve AI-based approaches.
• Set up experimental systems, collect and analyze measurement data, and validate predicted phase patterns.
• Explore state-of-the-art methods from academic publications, patents, and industry trends to identify innovations.
• Collaborate with team members and cross-department partners to achieve project objectives.

Kenntnisse

Python

TensorFlow

PyTorch

Deep learning

Optics

Ausbildung

Bachelor/Master/PhD student in optics/physics/math/electrical engineering/CS

Tools

LCoS devices

TensorFlow

PyTorch

Jobbeschreibung

Huawei's Kepler Research Center in Jena.At the Kepler Research Center – Advanced Optics Laboratory, we are now looking for an:.AI Research Intern for Optical Field Manipulation Algorithms.We are se

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Huawei's Kepler Research Center in Jena is responsible for advanced technology research and architectural development of optics-related products.

At the Kepler Research Center – Advanced Optics Laboratory, we are now looking for an:

AI Research Intern for Optical Field Manipulation Algorithms

We are seeking a talented research intern with a strong background in deep learning to contribute to the development of Optical Field Manipulation Algorithms, with a particular focus on LCoS (Liquid Crystal on Silicon) spatial light modulator systems.

Your Responsibilities

• Perform research and develop novel deep-learning based algorithms for optical field manipulation, including phase pattern optimization for target far-field diffraction patterns.
• Develop physical and data-driven models of LCoS devices to improve the accuracy and robustness of the AI-based approaches.
• Set up experimental systems, collect and analyze measurement data, and validate the performance of predicted phase patterns.
• Explore state-of-the-art methods in related fields, including academic publications, patents, and industry trends to identify innovative research directions.
• Collaborate closely with team members and cross-department partners, combining both research and industry resources to achieve project objectives.

Requirements

• Currently enrolled as a Bachelor's, Master's, or PhD student in optics, physics, mathematics, electrical engineering, computer science, or a related field.
• Solid foundation in wave optics, Fourier optics, diffraction, interference, and laser principles.
• Strong theoretical and practical background in optical field manipulation and machine learning.
• Hands-on experience with LCoS devices, end-to-end deep learning model development, or familiarity with reinforcement learning is a plus.
• Proficiency in Python and experience with deep learning frameworks such as TensorFlow or PyTorch.
• Strong problem-solving and analytical skills, with a structured and goal-oriented working style.
• Enthusiastic to work as part of our international team and fluent communication skills in English.

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Your rewards of working here

Our culture is characterized by innovative power and team spirit as well as the intensive exchange of knowledge and experience within our global network.

To keep your development ongoing, you will find a broad range of training opportunities. Many online and face-to-face training programs incl. language courses in German and Mandarin.

Our diverse and welcoming environment is shaped by different backgrounds and around 40 individual nationalities.

Self-responsible work in a competent, motivated and constantly growing team.

Huawei is a leading global information and communications technology (ICT) solutions provider. Our ICT solutions, products and services are used in more than 170 countries and regions, serving over one-third of the world's population. With 208,000 employees, Huawei is committed to develop the future information society and build a Better Connected World.