Aktuelle Jobs im Zusammenhang mit PhD - Foundation Models for Improving and Auditing Data at Scale - Renningen, Böblingen (Kreis) - Bosch Gruppe
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Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD researcher to join our team and contribute to the development of novel deep learning methods for improving and auditing data at scale.The successful candidate will work on cutting-edge research projects, leveraging foundation models to enable data analysis at scale,...
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Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD researcher to join our team and contribute to the development of novel deep learning methods for improving and auditing data at scale.The successful candidate will work on cutting-edge research projects, leveraging foundation models to enable data analysis at scale,...
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PhD Researcher in Deep Learning for Data Auditing
vor 2 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH Vollzeit{"h2": "PhD Researcher in Deep Learning for Data Auditing", "p": ["At Robert Bosch GmbH, we are shaping the future by inventing high-quality technologies and services that spark enthusiasm and enrich people\u2019s lives. Our promise to our associates is rock-solid: We grow together, we enjoy our work, and we inspire each other.", "We are looking for a...
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PhD Researcher in Deep Learning for Data Auditing
vor 2 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH Vollzeit{"h2": "PhD Researcher in Deep Learning for Data Auditing", "p": ["At Robert Bosch GmbH, we are shaping the future by inventing high-quality technologies and services that spark enthusiasm and enrich people\u2019s lives. Our promise to our associates is rock-solid: We grow together, we enjoy our work, and we inspire each other.", "We are looking for a...
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Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD researcher to join our team at Robert Bosch GmbH, focusing on deep learning methods for improving and auditing data at scale.The successful candidate will contribute to the development of novel and automated data auditing methods, leveraging foundation models to enable...
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Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD researcher to join our team at Robert Bosch GmbH, focusing on deep learning methods for improving and auditing data at scale.The successful candidate will contribute to the development of novel and automated data auditing methods, leveraging foundation models to enable...
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PhD Researcher in Deep Learning for Data Auditing
vor 4 Wochen
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated PhD student to join our team at Bosch Corporate Research (CR) to conduct 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 to explore their real-world...
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PhD Researcher in Deep Learning for Data Auditing
vor 12 Stunden
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD researcher to join our team and contribute to cutting-edge deep learning research with a focus on data auditing.The successful candidate will have a strong background in machine learning and deep learning, with a focus on data auditing and quality improvement. The...
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PhD Researcher in Deep Learning for Data Auditing
vor 13 Stunden
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD researcher to join our team and contribute to cutting-edge deep learning research with a focus on data auditing.The successful candidate will have a strong background in machine learning and deep learning, with a focus on data auditing and quality improvement. The...
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PhD Researcher in Deep Learning for Data Auditing
vor 3 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD student to join our team at Robert Bosch GmbH, a leading technology and services company. As a PhD researcher, you will be part of our Deep Learning research team, focusing on developing novel and automated data auditing methods leveraging foundation models.The goal of...
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PhD Researcher in Deep Learning for Data Auditing
vor 3 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD student to join our team at Robert Bosch GmbH, a leading technology and services company. As a PhD researcher, you will be part of our Deep Learning research team, focusing on developing novel and automated data auditing methods leveraging foundation models.The goal of...
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PhD Researcher in Deep Learning for Data Auditing
vor 3 Wochen
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated PhD student to join our team at Bosch Corporate Research (CR) to conduct cutting-edge research on deep learning methods for improving and auditing data. The successful candidate will have the opportunity to work on novel and automated data auditing methods, leveraging foundation models, to enable data analysis...
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PhD Researcher in Deep Learning for Data Auditing
vor 2 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD student to join our team at Robert Bosch GmbH, a leading technology and services company. As a PhD researcher, you will be part of our Deep Learning research team, focusing on developing novel and automated data auditing methods leveraging foundation models.The goal of...
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PhD Researcher in Deep Learning for Data Auditing
vor 2 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD student to join our team at Robert Bosch GmbH, a leading technology and services company. As a PhD researcher, you will be part of our Deep Learning research team, focusing on developing novel and automated data auditing methods leveraging foundation models.The goal of...
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PhD Researcher in Deep Learning for Data Auditing
vor 4 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD researcher to join our team at Robert Bosch GmbH. As a PhD researcher, you will be responsible for conducting cutting-edge research in deep learning methods for improving and auditing data.Key Responsibilities:Develop novel and automated data auditing methods leveraging...
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PhD Researcher in Deep Learning for Data Auditing
vor 3 Wochen
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitPhD Researcher in Deep Learning for Data AuditingWe are seeking a highly motivated PhD researcher to join our team at Robert Bosch GmbH. As a PhD researcher, you will be responsible for conducting cutting-edge research in deep learning methods for improving and auditing data.Key Responsibilities:Develop novel and automated data auditing methods leveraging...
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Data Scientist
vor 1 Woche
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob OpportunityWe 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...
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Data Scientist
vor 1 Woche
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob OpportunityWe 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...
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Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated PhD student to join our team at Bosch Corporate Research (CR) to conduct cutting-edge deep learning research with a focus on data. The successful candidate will be part of an interdisciplinary and international team and will have the opportunity to innovate and automate data auditing methodologies for...
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Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated PhD student to join our team at Bosch Corporate Research (CR) to conduct cutting-edge deep learning research with a focus on data. The successful candidate will be part of an interdisciplinary and international team and will have the opportunity to innovate and automate data auditing methodologies for...
PhD - Foundation Models for Improving and Auditing Data at Scale
vor 4 Monaten
Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.
The Robert Bosch GmbH is looking forward to your application
Employment type: Limited
Working hours: Full-Time
Joblocation: Renningen
Aufgaben
We conduct cutting-edge deep learning research with a focus on data. We are looking for a motivated PhD student eager to delve into research on deep learning methods for improving and auditing data, as well as to 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 shall 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, e.g., pruning less relevant samples, adding more valuable ones, and generating advanced annotations to expedite learning with smaller models and model evaluation.
- As a PhD student in our team, you will innovate and automate data auditing methodologies for analyzing data diversity, coverage as well as biases, leveraging deep generative models and foundation models.
- In addition, you will advance data filtering and annotation strategies to optimize training efficiency as well as streamline model evaluation processes.
- You collaborate with Machine Learning as well as Computer Vision experts and publish in top-tier journals as well as conferences.
- Furthermore, you will discuss and develop new ideas within the Deep Learning research team at Bosch Corporate Research (CR).
Profil
- Education: excellent degree in Computer Science or related field with focus on Machine Learning/Deep Learning
- Experience and Knowledge: strong background and experience in Deep Learning, strong programming skills, in particular Python, knowledge in Deep Learning frameworks (TensorFlow, PyTorch, etc.), knowledge and experience in foundation models, generative models as well as out-of-distribution detection are a plus
- Enthusiasm: motivation to work in an interdisciplinary and international team
- Languages: fluent in English (written and spoken)
Wir bieten
- Work-life balance: Flexible working in terms of time, place and working model.
- Health & Sport: Wide range of health and sports activities.
- Childcare: Intermediary service for childcare services.
- Employee discounts: Discounts for employees.
- Room for creativity: Space for creative work.
- In-house social counseling and care services: Social counselling and intermediary service for care services.
The recruitment contact or superior will be happy to provide information about the individual benefit plan.
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