Postdoc in Automated Machine Learning for Safe Ai

2 maanden 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’.



  • 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...


  • Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: Join the Molecular Machine Learning team - a vibrant, interdisciplinary, and international group pushing the frontiers of AI in drug discovery. This prestigious ERC-funded position will allow you to pioneer innovative, AI-driven approaches at the intersection of computation and wet-lab experiments, making a meaningful contribution to the...


  • 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...


  • 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...


  • 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...


  • Eindhoven, Noord-Brabant, Nederland NXP Semiconductors Voltijd

    Company OverviewNXP Semiconductors is a leading technology company that drives innovation in the automotive industry. Our Chief Technology Office (CTO) department is responsible for developing cutting-edge solutions for highly automated and safe driving, audio, radar systems, in-vehicle networking, artificial intelligence, battery management systems, and...


  • 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...

  • Machine Automation Engineer

    2 maanden 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...


  • Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: The postdoctoral researcher’s main point of contact will be Lina Ochoa Venegas and Mark van den Brand (both from Software Engineering and Technology). They will closely collaborate with researchers in the Data and AI cluster participating in the project. There will also be opportunities to work with other researchers within the cluster...


  • Eindhoven, Nederland Jobted NL C2 Voltijd

    Senior Compiler Engineers are sought by this exciting AI company! Ideally based at one of their R+D Centres in Eindhoven, Leuven or Zurich (remote opportunities also exist) The Senior Compiler Engineers will be writing machine learning compiler software and helping develop multiple aspects of the associated SDK. The Senior Compiler Engineers will be working...


  • Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: **Project description**: Background and motivation The time delay between medically relevant innovations and their establishment in medical practice is significant. Reducing this lag is a constant challenge for the health care system. Already today, a large amount of data is generated and stored daily in routine clinical practice and...


  • Eindhoven, Noord-Brabant, Nederland TU Eindhoven Voltijd

    Eindhoven University of Technology is a world-renowned institution that combines scientific curiosity with a hands-on approach to tackle complex problems. As part of our Electromechanics and Power Electronics group, we are seeking an exceptional PhD candidate to contribute to the development of novel AI methods for monitoring and prognostics of power...

  • Data & Ai Scientist

    7 maanden geleden


    Eindhoven, Nederland Philips Voltijd

    **Job Title**: Data & AI Scientist We're seeking a talented Data Scientist with expertise in Generative AI and Natural Language Processing to join our team. In this role, you will play a pivotal role in advancing the capabilities of our cutting-edge generative AI systems. Working at the intersection of natural language processing and machine learning, you...


  • Eindhoven, Noord-Brabant, Nederland TU Eindhoven Voltijd

    Job Overvieweindhoven university of technology is seeking an enthusiastic ph.d. candidate to develop novel ideas to establish trust in deep learning models.About the JobWe are looking for a highly motivated and skilled individual to join our team in eindhoven, the netherlands. The successful candidate will work on establishing trust in deep learning models...


  • Eindhoven, Nederland Thermo Fisher Scientific Voltijd

    The open position is in our Eindhoven based AI Applications team, which is part of the Data and AI group (D&AI). This international team of experts is researching AI and Data science for the development of impactful new product features for Electron Microscopy workflows. This team delivers customer solutions in our main product domains: Semiconductor...

  • Ai Embedded Software Intern

    7 maanden geleden


    Eindhoven, Nederland Axelera AI Voltijd

    **About Us** Axelera AI stands at the forefront of the semiconductor industry, driving advancements in artificial intelligence acceleration. In just over 2 years, we’ve assembled a team of over 140 brilliant engineers, developers, and business experts from across the globe. Guided by the brightest minds in the AI sphere and supported by renowned...


  • Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: Humans learn real-world haptic tasks through interaction with their environment. For example, through experience, children quickly learn to manipulate objects and solve physical puzzles. We continuously learn from sensory feedback, and actively seek sensory observations that inform our model of the world. In this PhD project, you will...


  • Eindhoven, Nederland TU Eindhoven Voltijd

    **Job description**: Are you eager to contribute to innovative research at the forefront of AI in Power Electronics? Are you fascinated by the potential of AI to support Power Electronics design for reliability, and willing to take on the challenge of multidisciplinary research to advance AI methods for reliability modelling of PECs? The overarching goal of...


  • Eindhoven, Nederland Differ Voltijd

    Do you have a PhD in Computational Materials Science, Physics, Chemistry or other related field and are you looking for a new challenge? Please read the vacancy text below!_ Status open Location De Zaale 20 Eindhoven Department Theme Solar Fuels Group Autonomous Energy Materials Discovery Kind of contract Temporary Kind of...


  • Eindhoven, Nederland NXP Semiconductors Voltijd

    **The future starts here! Ready to join NXP?** Become part of the startup of a dynamic team that is leading NXP on a digital transformation journey. There is a lot of room for new ideas and innovations and you will be supported to have a continuous focus on development, coaching and creating a supportive environment for your team. **Master Thesis: Embedded...