Snabbfakta
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- Cambridge
Ansök senast: 2025-01-15
Machine Learning Computer VIsion Researcher
Researcher in Computer Vision & 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 & 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 & 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.
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