Researcher in Computer Vision and Machine Learning
Salary : Very competitive
Location : Cambridge (Hybrid : 3 days onsite)
What are we looking for:
MicroTECH Global are looking for a Researcher in Computer Vision / Machine learning professional who is looking to join the Future interaction team.
Are you a looking for a company where you can showcase your experience through vision and language? You will be expected to conduct high:impact research targeting the top Computer Vision and Machine Learning venues, and to focus on solutions to key technical challenges of particular interest by the company.
Responsibilities:
As a Computer Vision and Machine Learning Researcher, you will:
-Conduct hands:on innovative research, including methodological conceptualization and implementation.
-Publishing at top venues: CVPR, ECCV, ICCV, ICLR, NeurIPS, ICML, EMNLP, ACL, TPAMI and IJCV.
-Contribute to the research agenda and directions within the center.
-Interact with product and engineering teams for the purpose of technology transfer.
Background and Experience:
-Research experience in the fields of Computer Vision and/or Machine Learning.
-Familiarity with fast prototyping Deep Learning frameworks such as PyTorch.
-A track record of publishing at top:tier venues (e.g. CVPR, ECCV, ICCV, ICLR, NeurIPS, EMNLP, ACL, ICML, TPAMI and IJCV).
-Ability to communicate well and to collaborate with other group members.
Beneficial to have:
-Contrastively:trained and auto:regressive Vision and Language (e.g. CLIP, BLIP).
-Visual LLMs (e.g. LLaVA).
-Generative Models (e.g. Stable Diffusion and Auto:Regressive models).
-Efficient Architectures.
-Model Compression (distillation, quantization).
-Efficient Adaptation of Large Models.