Machine Learning Researcher in Cambridge
microTECH Global LTD Cambridge About the role
Responsibilities
- Research and development of world models that enable AI agents to understand, simulate, and reason about complex environments.
- Design and run experiments at the frontier of model-based learning, contributing to foundational research that shapes how AI agents perceive and interact with the world.
- This role requires a strong background in machine learning, a passion for tackling open-ended research problems, and the drive to build systems.
- Contribute to research and commercialization efforts in areas including on-device LLM and VLMs, adaptive inference methods, and mobile ML systems.
- Conduct cutting-edge research within the existing group's agenda as well as contribute towards shaping it.
- Collaborate closely with cross-functional product teams, as well as on-site research teams, to integrate ML solutions into consumer devices.
- At the core of our efforts is innovation, as you will design groundbreaking machine learning algorithms and systems that extend the capabilities of current technology.
- You will translate research findings into practical applications, contributing to the commercialization of AI technologies across millions of Samsung devices.
- Additionally, you will prepare comprehensive documentation, research papers, and contribute towards patent applications.
Skills and Qualifications
Education and Experience
- Ph D in CS/EE or related research experience in academia or industry
- We will consider various levels of experience in relevant research areas
- Key Skills
- Experience with ML frameworks (Py Torch, Tensor Flow, JAX) and efficient ML (incl. quantization, pruning, sparsification, distillation, etc.)
- Experience with deployment on embedded/mobile devices (such as smartphones, with mobile CPU, GPU, NPU)
- Experience with distributed and multi-GPU training at scale
- Fluency in Python, C/C++ and GNU Linux
- Proficiency in code version control, Git and Git Hub
- Experience in working as member of a team
- Solid publication record of papers in top-tier venues, such as Neur IPS/ICLR/ICML/Mobi Com/Mobi Sys/ICCAD/MLSys
- Additional Skills
- Experience in real-world mobile system deployment
- Research experience in efficient Generative AI, including language, visual or multimodal tasks.
This includes different aspects of the pipeline, from data and preprocessing to large model adaptation, fine-tuning and on-device optimization.
- Android operating system and Android app development
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Your tasks
Research and develop AI models that help machines understand complex environments.
Your profile
PhD in CS/EE or relevant research experience; strong ML background required.
What's also included
Competitive salary, health benefits, flexible work options, and opportunities for professional growth.
Tech stack & ways of working
Machine Learning Researcher in Cambridge employer: microTECH Global LTD
Microtech Global Ltd is an exceptional employer, offering a vibrant work culture in the heart of Cambridge, UK, where innovation thrives. Employees benefit from engaging in pioneering projects like OpenTitan and Ibex RISC-V CPU, alongside opportunities for professional growth and collaboration with industry leaders. With a focus on cutting-edge technology and a supportive environment, this role is perfect for those seeking meaningful and rewarding employment in digital design verification.
View microTECH Global LTD profile
Your perspectives
Make a real impact by shaping the future of AI technology across millions of devices.
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Locations
- Cambridge
