Aktuelle Jobs im Zusammenhang mit Data Scientist - Renningen, Baden-Württemberg - Bosch
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Causal AI Researcher in Manufacturing
vor 3 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitJob Description:We are seeking a highly motivated and skilled researcher to work on a master thesis project in causal AI for manufacturing. The successful candidate will develop causal learning methods based on domain knowledge and data, and evaluate the quality of learned causal models on real manufacturing data.Responsibilities:Develop causal learning...
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Master Thesis in Causal AI for Manufacturing
vor 4 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitCausal AI Researcher in ManufacturingRobert Bosch GmbH is a leading technology and services company that shapes the future by inventing high-quality technologies and services. We are looking for a talented researcher to join our team and contribute to the development of causal AI methods for manufacturing process optimization.Job DescriptionWe have many...
Data Scientist
vor 2 Monaten
We are seeking a highly motivated PhD student to join our team at Bosch Corporate Research (CR) and contribute to cutting-edge deep learning research with a focus on data. The successful candidate will have the opportunity to delve into research on deep learning methods for improving and auditing data, as well as explore their real-world applications for further improving the performance, reliability, and efficiency of AI models.
The goal of this position is to develop novel and automated data auditing methods, leveraging foundation models. These methods will enable data analysis at scale, provide insights into models' generalization capabilities, and aid performance estimation in new domains. Additionally, outcomes from data auditing will be utilized to improve data quality, prune less relevant samples, add more valuable ones, and generate advanced annotations to expedite learning with smaller models and model evaluation.
Responsibilities- Develop and innovate data auditing methodologies for analyzing data diversity, coverage, and biases, leveraging deep generative models and foundation models.
- Advance data filtering and annotation strategies to optimize training efficiency and streamline model evaluation processes.
- Collaborate with Machine Learning and Computer Vision experts and publish in top-tier journals and conferences.
- Discuss and develop new ideas within the Deep Learning research team at Bosch Corporate Research (CR).
- Excellent degree in Computer Science or related field with focus on Machine Learning/Deep Learning.
- Strong background and experience in Deep Learning, strong programming skills, particularly in Python, knowledge in Deep Learning frameworks (TensorFlow, PyTorch, etc.), knowledge and experience in foundation models, generative models, and out-of-distribution detection.
- Motivation to work in an interdisciplinary and international team.
- Fluent in English (written and spoken).
We welcome all applications, regardless of gender, age, disability, religion, ethnic origin, or sexual identity. Diversity and inclusion are firmly anchored in our corporate culture.
