Postdoc in Automated Machine Learning for Safe Ai

3 dagen geleden

Eindhoven, Nederland TU Eindhoven Voltijd

**Job description**:
**Snapshot**

Artificial Intelligence could be one of humanity’s most useful inventions, as long as it is safe and open to all. We are building an exciting new platform to help people build performant and safe AI models through natural language interaction. This mission will combine automated machine learning with agentic systems to design machine learning models for a wide range of use cases, interactively and according to user goals, while continually evaluating AI safety and explainability.

**The team**

The Automated Machine Learning team at TU Eindhoven focusses on cutting-edge research to advance the capabilities of machine learning models, while also democratizing AI and leveraging it to help humanity. We are a team of scientists and engineers who aim to deeply understand, explain, and build AI systems that learn continually and automatically assemble themselves to learn faster and better. In addition to producing highly-cited research published at top academic venues, we build models and systems that are widely used by people every day. You will also be part of a larger team with experts across Europe.

**The role**

We are seeking a passionate and talented Research Scientist to lead the development of an AutoML platform that integrates cutting-edge machine learning techniques with natural language interfaces. You will work closely with an exceptional team of engineers and researchers to design a system that makes AI more accessible, impactful, and responsible.

**Key responsibilities**
- Research and implement state-of-the-art AutoML, fine-tuning, transfer learning, and meta-learning.
- Support a team of LLM experts to create intuitive natural language interfaces for AutoML.
- Integrate AI safety and Explainable AI into interactive model design.
- Collaborate to tackle challenging technical problems and publish research in top venues.

**What we’re looking for**

A strong background in machine learning. Experience with AutoML, transfer learning, meta-learning, and foundation models is a plus. Experience in building scalable, user-friendly AI systems. A passion for bridging technical innovation with societal impact, with a focus on responsible AI. A collaborative mindset, thriving in interdisciplinary teams with diverse perspectives.

**Impact**

This role is an opportunity to contribute to a transformative project at the intersection of cutting-edge AI research and societal impact. By enabling people to build safe, interpretable AI models through natural language, your work will empower communities to address complex challenges and unlock new possibilities.

**Job requirements**:

- Self-driven researcher, with a PhD in machine learning research, or a comparable domain.
- Ability to conduct high quality academic research, reflected in demonstrable outputs.
- Excellent programming skills.
- A team player who enjoys coaching PhD students and working in a dynamic, interdisciplinary team.
- A proven ability to manage complex projects to completion on schedule.
- Excellent (written and verbal) proficiency in English, good communication and leadership skills.

**Conditions of employment**:
A meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer you:

- Full-time employment for 2 years.
- Salary in accordance with the _Collective Labour Agreement_ for Dutch Universities, scale 10 (min. €4,020 max. €5,278).
- A year-end bonus of 8.3% and annual vacation pay of 8%.
- High-quality training programs on general skills, didactics and topics related to research and valorization.
- An excellent technical infrastructure, on-campus children's day care and sports facilities.
- Partially paid parental leave and an allowance for commuting, working from home and internet costs.
- A TU/e Postdoc Association that helps you to build a stronger and broader academic and personal network, and offers tailored support, training and workshops.

**About us**

Eindhoven University of Technology is an internationally top-ranking university in the Netherlands that combines scientific curiosity with a hands-on attitude. Our spirit of collaboration translates into an open culture and a top-five position in collaborating with advanced industries. Fundamental knowledge enables us to design solutions for the highly complex problems of today and tomorrow.

For more info, see this video.

**Information**

Are you inspired and would like to know more about working at TU/e? Please visit our career page.

**Application**
- Cover letter in which you describe your motivation and qualifications for the position.
- Curriculum vitae, including a list of your publications and the contact information of three references.
- List of five self-selected ‘best publications’.

  • Postdoc in Ai-driven Innovation

    3 dagen geleden

    Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: **Snapshot** We are on a mission to help companies in the Netherlands explore and harness the transformative potential of AI to create positive real-world impact. Join us in combining the latest AI breakthroughs with a human-centered approach to create real-world impact, boost digital innovation, and build lasting partnerships between...

  • Assistant Professors in Safe Ai

    2 weken geleden

    Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: Are you eager to develop safe AI that benefits society, addressing challenging problems while preventing harm? And are you motivated by mission-focused research? The Department of Mathematics and Computer Science, Eindhoven University of Technology (TU/e) is looking for multiple Assistant Professors as founding faculty members of the...

  • Postdoc In AI for Software Engineering

    2 maanden geleden

    Eindhoven, Nederland Eindhoven University of Technology Voltijd

    Job description We seek a postdoctoral researcher to join the Software Engineering and Technology cluster for a two-year project on the use of generative AI in software development at ASML, a world-leading supplier to the semiconductor industry. The position will focus on the application of generative AI techniques in the domain of software...

  • Postdoc in Open-source Foundation Models

    3 dagen geleden

    Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: **Snapshot** Artificial Intelligence is reshaping our world. Now you get to shape AI. This large and ambitious project aims to develop a groundbreaking family of advanced, multilingual, open source foundation models based on solid research on model architecture, data quality, scaling, generalizability, finetuning, and safety. It...

  • Senior Software Engineer with expertise in AI and Machine Learning

    4 weken geleden

    Eindhoven, Noord-Brabant, Nederland Archipel Zorggroep Voltijd

    About the RoleWe are seeking a Senior Software Engineer to join our team. As a key member of the engineering team, you will be responsible for designing and developing cutting-edge AI and Machine Learning solutions. In this role, you will work closely with cross-functional teams to deliver high-quality software products.ResponsibilitiesDesign and develop AI...

  • Machine Learning Researcher for Fiber-Optical Communications

    3 weken geleden

    Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology Voltijd

    Postdoctoral Position in Machine Learning for Sensing and Fiber-Optical CommunicationsWe are seeking a highly motivated researcher with a strong background in signal processing, communication theory, and machine learning to join our team as a postdoctoral researcher.About the ProjectThe project focuses on transforming existing optical fiber networks into...

  • Senior Generative AI Researcher

    2 weken geleden

    Eindhoven, Noord-Brabant, Nederland Thermo Fisher Scientific Voltijd

    Job 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...

  • Senior Software Engineer

    4 weken geleden

    Eindhoven, Noord-Brabant, Nederland Matchpartner Voltijd

    At our company, we are seeking a talented Senior Software Engineer to join our AI and Machine Learning team. The successful candidate will be responsible for developing and implementing cutting-edge AI and ML algorithms to drive business growth and innovation.The ideal candidate will have a strong background in computer science and software engineering, with...

  • Data Scientist

    4 weken geleden

    Eindhoven, Noord-Brabant, Nederland Eminent Groep Voltijd

    Job Summary:We are seeking a talented Data Scientist to join our team as a Senior AI Engineer. As a key member of our data science team, you will be responsible for developing and implementing predictive models using machine learning algorithms. Your expertise in deep learning will enable you to drive business growth through data-driven insights.Key...

  • Software Engineer with expertise in AI and Machine Learning

    4 weken geleden

    Eindhoven, Noord-Brabant, Nederland COVEBO WORK OFFICE SP. Z O.O. Voltijd

    About the Role:We are looking for a skilled Software Engineer to join our team. The ideal candidate will have expertise in AI and machine learning, with a strong background in software development.Key Responsibilities:Design and develop AI and ML software applicationsCollaborate with cross-functional teams to implement software solutionsEnsure high-quality...

  • PhD on Foundation Models for Embedded and Embodied AI in Autonomous Driving

    3 maanden geleden

    Eindhoven, Nederland Eindhoven University of Technology Voltijd

    Job description We are seeking to fill a PhD position in the Data and Artificial Intelligence Cluster, within the Faculty of Mathematics and Computer Science at Eindhoven University of Technology (TU/e). You will join a vibrant and diverse team of 15 faculty members and over 40 PhD students and postdocs who are advancing the science and engineering of...

  • Senior AI Research Engineer for Generative Models

    4 dagen geleden

    Eindhoven, Noord-Brabant, Nederland Thermo Fisher Scientific Voltijd

    Job Title: Senior AI Research Engineer for Generative ModelsAbout the Role:We are seeking an experienced Senior AI Research Engineer to join our team at Thermo Fisher Scientific. As a key member of our AI research group, you will be responsible for developing and proposing innovative proof-of-concepts for application of generative AI in customer products or...

  • Automotive Innovation Leader: Radar Data Labeling

    1 week geleden

    Eindhoven, Noord-Brabant, Nederland NXP Semiconductors Voltijd

    Company Overview:NXP Semiconductors is a leading technology company driving innovation in the automotive sector. Our Chief Technology Office (CTO) department focuses on system-level innovations for various applications, including highly automated and safe driving, audio, radar systems, in-vehicle networking, artificial intelligence, battery management...

  • Postdoc On Ai-driven Approach to Manage

    2 maanden geleden

    Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: Are you our next PostDoc in exploring AI-driven approach to manage multi-energy flexibility assets and contribute to the acceleration of the on-going energy transition? As the coordinator of Digital integration of multi-energy flexibility assets in Regional Energy Systems (DigiRES) project under the CETPartnership joint call, TU/e will...

  • Phd On Safe Reinforcement Learning in Partially

    5 dagen geleden

    Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: **Position** **Program** During your PhD, you will have the opportunity to tackle challenging problems related to the use of memory, feature extraction, and representation learning. You will delve deeply into the rapidly evolving field of reinforcement learning, while also exploring relevant areas of machine learning. **Group** You...

  • Software Engineer with Proficiency in Machine Learning

    4 weken geleden

    Eindhoven, Noord-Brabant, Nederland STAFIDE Voltijd

    About the RoleAs a Software Engineer with a strong background in Machine Learning, you will be responsible for developing and implementing AI solutions that drive business growth. Your expertise in ML algorithms and techniques will enable you to design and deploy intelligent systems that improve operational efficiency and enhance customer...

  • Phd/postdoc Integrated Metaphotonics for

    2 maanden geleden

    Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: Are you interested in conducting groundbreaking research at the crossroads of photonics and machine learning? Do you want to pioneer the next generation of integrated photonic systems to solve critical challenges in imaging, communications, or sensing? Would you like to gain a well-rounded experience in both theoretical and hands-on...

  • Software Engineer with Proficiency in Machine Learning

    4 weken geleden

    Eindhoven, Noord-Brabant, Nederland Wolfram Chain Voltijd

    About the RoleWe are seeking a skilled Software Engineer with expertise in Machine Learning to join our team. The ideal candidate will have a strong background in AI and software development.Key ResponsibilitiesDesign and implement machine learning models to improve software performanceCollaborate with cross-functional teams to develop and deploy software...

  • Machine Automation Engineer

    12 uur geleden

    Eindhoven, Nederland Brunel Nederland B.V. Voltijd

    As a Machine Automation Engineer, your goal will be to design, develop, and validate sophisticated control systems for automated machinery. You'll be responsible for the seamless integration of hardware, software, and human-machine interfaces (HMI). This role focuses on developing reliable asynchronous control sequences and state machines, as well as...

  • Expert in Artificial Intelligence and Machine Learning for Process Improvement

    2 weken geleden

    Eindhoven, Noord-Brabant, Nederland ASML Voltijd

    ASML is a global leader in the development of complex lithography machines that enable the production of integrated circuits. We are seeking an expert in artificial intelligence and machine learning to join our team and contribute to process improvement.About ASMLWe believe in innovation and creativity, and we welcome talented individuals who share our...