Intern (Ml Research)

vor 6 Monaten

Schlieren, Schweiz Sony Electronics Vollzeit

At Sony AI, we believe that extraordinary innovation requires diversity in people and methods and that AI should be developed and deployed in a responsible, fair and transparent way ensuring that all technology should serve social good.

To strengthen our dynamic, growing team of engineers and researchers at Sony AI Zürich in Switzerland, we are currently looking for a talented Machine Learning Research Intern.

Machine Learning Research Internship in the realm of robotics directly contributing to one of our flagship projects

Key responsibilities:

- Develop and refine ML models with a focus on latent representations and generative models to enhance system performance
- Design and implement experiments to assess the quality and limitations of our current model architectures
- Address limitations by proposing and implementing research driven solutions
- Keep up-to-date with ML research in related fields to drive innovation
- Integrate ML models into real-world AI systems in collaboration with cross-functional teams

**Requirements**:

- Strong background in Machine Learning (MSc or currently pursuing a PhD in a related field) and relevant work experience with a track record of excellent contributions.
- Prior experience with un-supervised or self-supervised learning, generative modeling, representation learning or dimensionality reduction
- Prior experience with auto-differentiation libraries and learning frameworks (eg. PyTorch, Tensorflow, JAX)
- Proficiency in Python, with experience in GPU-accelerated deep learning.
- Good command of written and spoken English.

How you can stand out:

- Academic publications, patents, and/or open source software in related domains
- Prior experience with (deep) reinforcement learning, simulation environments, numerical optimization
- Prior experience with robotic control, numerical optimization, real-time constrained systems

  • Research Intern

    vor 2 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    Research Intern (Privacy-Preserving Machine Learning) For: Sony AI Location: Zurich, Switzerland You will: - Conduct fundamental and innovative research in privacy and security related areas, including but not limited to data anonymization, differential privacy, adversarial training, machine unlearning, homomorphic encryption, federated learning, secure...

  • Research Intern

    vor 6 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    Sony AI is seeking research interns to join our Privacy-Preserving Machine Learning (PPML) team. Our team mainly focuses on fundamental and applied research, with a focus on building vision foundation models in a responsible manner. The role of a research intern is to conduct innovative research, develop methodologies, design and prototype solutions. You...

  • Research Intern

    vor 5 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    Sony AI is looking for interns with a passion for Deep Learning, Audio Signal Processing and Generative Modeling. You will join a group of international researchers, engineers and developers working on innovative solutions for tasks related to audio generation and understanding. The technologies developed by our group are used in entertainment studios...

  • Research Intern

    vor 2 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    Sony AI is looking for research interns to join our 3D/4D Foundation Model team. Our team emphasizes both fundamental and applied research, aiming to develop 3D/4D generation and perception model. As a research intern, you will engage in cutting-edge research, create methodologies, design, and prototype solutions. You will collaborate with a dedicated team...

  • Intern - Ai for Analog Circuit Design

    vor 5 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    Do you have a PhD or MSc (or in progress) with a relevant background in analog circuits and machine learning?- Do you envision AI accelerating breakthroughs in analog/mixed-signal circuit design?- - Do you want to be based in Zurich/Tokyo/US and work with a leading AI Research Lab?Sony AI is seeking a highly motivated, self-driven individual with expertise...

  • Intern - Digital Chip Design

    vor 5 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    Do you have a PhD or MSc with a relevant background in Chip Design?- Are you looking for your next step toward AI / ML?- - Do you want to be based in Zurich/Tokyo/US and work with a leading AI Research Lab?Sony AI is seeking a highly motivated, self-driven individual with expertise in Digital Chip Design for an internship, where you will work in our Zurich...

  • Reinforcement Learning Research Intern for Game Ai

    vor 6 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    JOB RESPONSIBILITIES - Investigate new algorithms and approaches to solving AI problems in our games - Write code to support research, usually in Python - Write reports and give presentations for internal audiences - Work closely with a team of AI researchers and programmers on ambitious demonstration projects QUALIFICATIONS FOR POSITION - Your...

  • Business Development

    vor 6 Monaten

    Schlieren, Schweiz Fixposition AG Vollzeit

    **Fixposition** Fixposition is an early-stage technology startup that operates in the B2B space. We are looking for a Business Development and Sales Intern who thrives in a fast-paced environment and can assist our business development team. If you are a visionary who enjoys taking ownership and is up for a challenge, we want to hear from you. **About the...

  • Intern - Machine Learning and Design Optimization

    vor 5 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    Do you have a PhD or MSc with a relevant background in Machine Learning?Do you want to be based in Zurich/Tokyo/US and work with a leading AI Research Lab?About the opportunity: Learn more about Sony AI here:You will: Develop and implement Machine Learning algorithms, focusing on the exploration of novel and efficient algorithms for design optimization.- -...

  • Innovative Researcher

    vor 3 Wochen

    Schlieren, Zürich, Schweiz Oxyle AG Vollzeit

    Oxyle AG is a pioneering Swiss company dedicated to revolutionizing the water treatment sector. We are seeking a highly motivated R&D Intern to join our Applications team and contribute to the innovation process.As a key member of our team, you will be responsible for supporting lab experiments, analyzing results, and collaborating with internal teams to...

  • Finance Professional

    vor 4 Wochen

    Schlieren, Zürich, Schweiz Procter & Gamble Vollzeit

    About the RoleWe are seeking a highly motivated and detail-oriented Finance Intern to join our team at Procter & Gamble.As a Finance Intern, you will have the opportunity to work with our multifunctional teams and gain valuable experience in financial analysis, budgeting, and forecasting.You will be responsible for supporting our financial planning and...

  • Intern - Machine Learning for Semiconductor Physics

    vor 5 Monaten

    Schlieren, Schweiz Sony Electronics Vollzeit

    About the opportunity: Learn more about Sony AI here: Your responsibilities: - Implement Machine Learning algorithms addressing physics simulation. Focus on the semiconductor area- Understand and shape informative data structures for the storage/processing of the semiconductor device structure- Develop ground-breaking algorithms in the realm of Machine...