Expert in Trustworthy AI with Emphasis on Out-of-Distribution Detection
2 weken geleden
We are seeking a highly skilled researcher to contribute to the development of innovative solutions for trustworthy AI. The increasing importance of ensuring AI systems are reliable and transparent has led to a significant growth in research initiatives focused on this area.
In machine learning, models typically perform well on input data they were trained on but struggle to indicate when they are unsure or lack confidence in their predictions, particularly when faced with out-of-distribution (OOD) data. Our goal is to provide theoretically founded OOD detection methods as a stepping stone toward more trustworthy machine learning models that can identify their limitations.
This project involves collaboration between the Data and AI cluster from TU/e and NXP, offering a unique opportunity to experience and build a network in both academic and industrial research settings.
The position will be supervised by Professors Wil Michiels and Sibylle Hess, providing guidance and support throughout the research process.
Key Responsibilities- Develop novel ideas for establishing trust in deep learning models
- Contribute to the creation of theoretically founded OOD detection methods
- Collaborate with the research team to achieve project goals
- A master's degree in Mathematics, Computer Science, or a related field
- Experience in programming and empirical analysis in Deep Learning
- Excellent problem-solving skills and ability to work independently and collaboratively
- Strong written and oral communication skills in English
- Full-time employment for four years with an intermediate evaluation after nine months
- Salary and benefits in accordance with the Collective Labour Agreement for Dutch Universities, scale P (min. €2,872 max. €3,670)
- A year-end bonus of 8.3% and annual vacation pay of 8%
- High-quality training programs and other support to grow into a self-aware, autonomous scientific researcher
- An excellent technical infrastructure, on-campus children's day care and sports facilities
-
PhD Position in Trustworthy AI Development
1 week geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob Description:We are seeking an enthusiastic PhD candidate to develop novel ideas to establish trust in deep learning models. Trustworthy AI is a major topic in machine learning, which is illustrated by the increasing number of initiatives to enforce AI systems to be more trustworthy.Machine learning models typically perform well on input data they are...
-
Expert in AI Trustworthiness for Enhanced Decision Making
2 weken geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob Description:We are seeking a skilled researcher to contribute to the development of trustworthy artificial intelligence. The candidate will work on novel approaches to ensure deep learning models provide reliable predictions, particularly when faced with data significantly different from their training sets.The project focuses on Out-Of-Distribution...
-
Scientific Researcher in Explainable AI
2 weken geleden
Eindhoven, Noord-Brabant, Nederland TU Eindhoven VoltijdJob DescriptionWe are seeking a highly motivated and talented researcher to contribute to the development of trustworthy AI systems. Our research focus lies in Out-Of-Distribution (OOD) detection, a crucial aspect of explainable AI.The ideal candidate will have a strong background in Mathematics, Computer Science, or a related field, with experience in deep...
-
PhD Position in Trustworthy and Secure Artificial Intelligence
4 weken geleden
Eindhoven, Noord-Brabant, Nederland TU Eindhoven VoltijdJob DescriptionWe are seeking an enthusiastic researcher to develop novel ideas to establish trust in deep learning models. Trustworthy AI is a major topic in machine learning, which is illustrated by the increasing number of initiatives to enforce AI systems to be more trustworthy. Although machine learning models typically perform well on input data they...
-
Expert in AI-driven State Estimation and Grid Monitoring
2 weken geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdAt the Eindhoven University of Technology, we are seeking a highly skilled expert to join our research team. The successful candidate will be responsible for developing cutting-edge AI-driven state estimation and prediction models for grid monitoring.The project focuses on creating synthetic data generation, stochastic modelling, and reliability assessment....
-
Software Engineer in Generative AI
4 weken geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob DescriptionWe are seeking a highly skilled postdoctoral researcher to join our Software Engineering and Technology cluster for a two-year project on the use of generative AI in software development. The researcher will focus on applying generative AI methods to technical debt use cases, working closely with our team at Eindhoven University of Technology...
-
Expert in AI for Power Electronics Reliability Modeling
4 weken geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob DescriptionAs a PhD researcher at Eindhoven University of Technology, you will contribute to innovative research at the forefront of AI in Power Electronics. Your work will focus on developing novel AI-based methods to model complex component degradation and failure interactions within Power Electronic Converters (PECs) via interpretable and data-aware...
-
AI Research Scientist
2 weken geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdWe are seeking a highly motivated PhD candidate to join our research team at Eindhoven University of Technology, as part of the prestigious Marie Sk ldowska-Curie Actions (MSCA) doctoral network: AlignAI.The AlignAI doctoral network aims to train doctoral candidates to develop, evaluate, and engage with Large Language Models (LLMs), focusing on aligning...
-
PhD Researcher: Aligning Generative AI with Human Values
4 weken geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob Title: PhD Researcher: Aligning Generative AI with Human ValuesAre you passionate about understanding and shaping the future of generative AI? Do you thrive on connecting with diverse stakeholders to co-create innovative solutions?We are seeking a highly motivated PhD candidate to join our research team and contribute to the development of explainable...
-
PhD Researcher in Generative AI for Design Education
1 maand geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdDesigning the Future of Education with AIWe are seeking a highly motivated PhD candidate to join our research team at Eindhoven University of Technology. As part of the AlignAI doctoral network, you will have the opportunity to conduct design-led research on the application of generative AI in design education.About the ProjectThe AlignAI doctoral network...
-
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdAbout the JobWe are seeking a highly motivated PhD candidate to join our team at the Eindhoven University of Technology. You will be part of the Data and Artificial Intelligence Cluster, working on the HORIZON Research and Innovation Actions project titled "SYNERGIES: Real and synthetic scenarios generated for the development, training, virtual testing, and...
-
PhD Researcher in AI-Driven State Estimation and Prediction
1 maand geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob DescriptionThe Eindhoven University of Technology is seeking a highly motivated PhD researcher to join our research team in the field of AI-driven state estimation and prediction. The successful candidate will contribute to the development of novel AI-driven models and algorithms for power system monitoring and optimization.Research FocusThe project...
-
Senior Generative AI Researcher
3 weken geleden
Eindhoven, Noord-Brabant, Nederland Thermo Fisher Scientific VoltijdJob Summary We are seeking a highly skilled Senior Generative AI Researcher to join our team at Thermo Fisher Scientific. This is an exciting opportunity to work on cutting-edge projects and collaborate with experts in the field of Artificial Intelligence.About the Role As a Senior Generative AI Researcher, you will be responsible for developing and...
-
Postdoctoral Researcher in Generative AI and Human Values
3 weken geleden
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob DescriptionWe are seeking a highly motivated postdoctoral researcher to join our research team as part of a prestigious Marie Skłodowska-Curie Actions (MSCA) doctoral network: AlignAI. The AlignAI doctoral network aims to train doctoral candidates to develop, evaluate, and engage with Large Language Models (LLMs). It focuses on aligning these models...
-
Designing AI Evaluation Frameworks for Large Language Models
2 weken geleden
Eindhoven, Noord-Brabant, Nederland TU Eindhoven VoltijdAbout the RoleWe are seeking a highly motivated doctoral candidate to join our research team as part of a prestigious Marie Skłodowska-Curie Actions (MSCA) doctoral network: Align AI.The Align AI doctoral network aims to train doctoral candidates to develop, evaluate, and engage with Large Language Models (LLMs). It focuses on aligning these models with...
-
Embedded Systems Specialist
4 weken geleden
Eindhoven, Noord-Brabant, Nederland Axelera AI VoltijdAbout Axelera AIAxelera AI is a European deep-tech Start Up company developing a game-changing AI platform for edge computing. Our mission is to make AI more integrated, efficient, and accessible.Job DescriptionWe are seeking a skilled Software Lab Technician to join our team. As a key member of our team, you will be responsible for developing and...
-
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob TitleWe are seeking a highly skilled postdoctoral researcher to join our Software Engineering and Technology cluster for a two-year project on the application of generative AI in software development.The position will focus on applying generative AI techniques in software engineering, particularly in the domain of technical debt reduction.The...
-
Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology VoltijdJob DescriptionWe are seeking a highly motivated and skilled AI researcher to join our team at Eindhoven University of Technology. The successful candidate will work on advancing the state of the art in foundation models for both embedded and embodied AI, focusing on LLM-guided sparsity and learning agents.About the JobYou will be part of the HORIZON...
-
Expert in Generative Artificial Intelligence Solutions
4 weken geleden
Eindhoven, Noord-Brabant, Nederland Thermo Fisher Scientific VoltijdJob Summary:As an expert in generative artificial intelligence solutions, you will be responsible for developing and proposing compelling proof-of-concepts for application of generative AI in customer products or R&D process improvements. You will also collaborate closely with the AI teams across Thermo Fisher Scientific to define and integrate next...
-
AI/Neuromorphic Researcher
4 weken geleden
Eindhoven, Noord-Brabant, Nederland imec VoltijdJob Title: AI/Neuromorphic ResearcherWe are seeking a highly motivated and experienced AI/Neuromorphic Researcher to join our team at Imec The Netherlands. As a researcher in our group, you will work on the development of next-generation AI/Neuromorphic solutions for robotics and automotive applications.Our team has established a world-leading track record...