Member of Research Staff
Research staff (non-PhD) at Fujitsu's Self-Improving ML team (Sunnyvale CA)
The goal of the Self-Improving ML team at Fujitsu is to create ML algorithms that automatically improve themselves, enabling them to handle a wider range of tasks with improved accuracy while requiring less training data.
About Fujitsu
Fujitsu’s mission is to make the world more sustainable by building trust in society through innovation. Fujitsu is the largest IT company in Japan and among the largest in the world. Join us shaping the future of the world.
https://www.fujitsu.com/global/about/purpose/
About the role
We are seeking creative researchers to join the Self-Improving ML team at our office in Silicon Valley. This is an opportunity to pioneer and prototype general-purpose AI algorithms for vision and text that possess the capability to autonomously enhance themselves. This position is suited for those who enjoy exploring profound questions in ML research, excel in roles that encourage ambitious open-ended objectives, and are highly motivated to make valuable contributions towards the deployment of general AI systems for a sustainable world.
Job responsibilities
- Research and prototype ML algorithms that automatically improve themselves to tackle a wider range of vision and text tasks.
- Demonstrate algorithmic improvements in increasingly more challenging vision and text tasks using lower amount of data.
- Publish research papers in scientific journals and conferences. Showcase the work via presentation in talks, conferences and workshops.
- Develop tools and strategies to deploy the research to projects for building a sustainable world.
Essential requirements
- Track record of coming up with new ideas or improving upon existing ideas in machine learning, demonstrated by accomplishments such as publications or projects.
- Possess the ability to own and pursue a research agenda and carry out long-running projects.
- Ability to collaborate effectively with multiple researchers in a large-scale research project and partner with the deployment team. It is essential to feel comfortable in a collaborative environment.
Preferred requirements
- Experience in interdisciplinary research collaborations.
- Experience in creating high-performance implementations of deep learning algorithms.
By
Fujitsu
Our vision is to work with our clients from around the world, across many different sectors, to create new business value and help drive a more prosperous and sustainable future for society. In a time increasingly shaped by digital technology, we...
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