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EN: Wissenschaftliche Mitarbeitende (m/w/d)

EN: Wissenschaftliche Mitarbeitende (m/w/d)

Full Job Title - DE
Wissenschaftliche Mitarbeitende (m/w/d) im Bereich Computer Vision und Sprachmodelle
Full Job Title - EN
Researcher(s) (m/f/d) in the field of Computer Vision and Large Language Models
Area
Science
Department
Augmented Vision
Location
Kaiserslautern
Contact
Muhammad Zeshan Afzal
Employment Category
Full time
Type of Contract
Temporary
Department Description - DE
3994
Department Description - EN
3965
Valid to
31.07.2024
Ref No
11068-2024

Your tasks

Develop and implement advanced algorithms for computer vision and language models, including object detection, image segmentation, and natural language understanding also in zero-shot setting.


Collect, preprocess, and annotate large datasets for training and validating both computer vision and language models.


Train deep learning models using frameworks such as TensorFlow or PyTorch, optimizing for performance, accuracy, and efficiency.


Evaluate model performance using various metrics like precision, recall, BLEU, and perplexity; conduct rigorous testing to ensure robustness and reliability.


Stay updated with the latest research papers and technological advancements in both computer vision and natural language processing, proposing innovative solutions to complex problems.


Develop prototypes and implement solutions in real-world applications, ensuring practical applicability and scalability.


Create and maintain software tools and libraries that facilitate research and development in computer vision and language models

Your qualifications

Master’s degree in computer science or a related field.

Sound knowledge of machine learning, especially deep learning.

Ideally, experience with LLM for computer vision.

Good programming skills in at least one of the programming languages.

Creativity, independence, team spirit, and a proactive attitude.

The German Research Center for Artificial Intelligence (DFKI) has operated as a non-profit, Public-Private-Partnership (PPP) since 1988. DFKI combines scientific excellence and commercially-oriented value creation with social awareness and is recognized as a major "Center of Excellence" by the international scientific community. In the field of artificial intelligence, DFKI has focused on the goal of human-centric AI for more than 35 years. Research is committed to essential, future-oriented areas of application and socially relevant topics.

DFKI encourages applications from people with disability; DFKI intends to increase the proportion of female employees in the field of science and encourages women to apply for this position.

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