ML Research Scientist
Why This Role Stands Out
Advance your career as an ML Research Scientist at Microtech Global Ltd, where you'll tackle cutting-edge challenges in efficient AI and contribute to impactful projects with a highly collaborative team. If you possess a strong research background, expertise in ML frameworks, and a passion for deploying AI on embedded devices, this hybrid role offers an exciting opportunity to grow your skills and make a significant contribution. Embrace this chance to join a leading company and shape the future of machine learning.
Quick Overview
Job Description
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 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
Skills
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