At a Glance
- Tasks: Conduct groundbreaking research in machine learning and develop innovative solutions for real-world applications.
- Company: Leading tech firm at the forefront of AI and machine learning advancements.
- Benefits: Attractive salary, flexible working hours, and opportunities for continuous learning.
- Other info: Collaborative environment with a focus on cutting-edge research and career growth.
- Why this job: Join a team pushing the boundaries of technology and make a significant impact in AI.
- Qualifications: PhD in CS/EE or relevant experience, with strong skills in ML frameworks and Python.
The predicted salary is between 60000 - 84000 £ per year.
Education and experience:
- PhD 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 (PyTorch, TensorFlow, 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 GitHub
- Experience in working as a member of a team
- Solid publication record of papers in top-tier venues, such as NeurIPS/ICLR/ICML/MobiCom/MobiSys/ICCAD/MLSys
Any of the following skills will also be positively considered:
- 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
ML Research Scientist employer: Microtech Global
As a leading innovator in the field of machine learning, our company offers an exceptional work environment for ML Research Scientists, fostering collaboration and creativity. Located in a vibrant tech hub, we provide competitive benefits, a strong emphasis on employee growth through continuous learning opportunities, and a culture that values diversity and inclusion. Join us to be part of groundbreaking projects that push the boundaries of technology while enjoying a supportive atmosphere that prioritises work-life balance.
We think you need these skills to ace ML Research Scientist
ML frameworks (PyTorch, TensorFlow, JAX)
Efficient ML (quantization, pruning, sparsification, distillation)
Deployment on embedded/mobile devices
Distributed and multi-GPU training
Fluency in Python
Fluency in C/C++
GNU Linux
