Computer Vision & Machine Learning Researcher - Cambridge
UK [United Kingdom] - Home Counties: North - Cambridgeshire
Job Type: Permanent
Job Description: Researcher in Computer Vision & Machine Learning
Salary: Very competitive
Location: Cambridge (Hybrid - 3 days onsite)
What are we looking for:
MicroTECH Global is looking for a Researcher in Computer Vision / Machine Learning who is eager to join the Future Interaction team. You will be expected to conduct high-impact research targeting the top Computer Vision and Machine Learning venues, focusing on solutions to key technical challenges of particular interest to the company.
Responsibilities:
1. Conduct hands-on innovative research, including methodological conceptualization and implementation.
2. Publish at top venues: CVPR, ECCV, ICCV, ICLR, NeurIPS, ICML, EMNLP, ACL, TPAMI, and IJCV.
3. Contribute to the research agenda and directions within the center.
4. Interact with product and engineering teams for the purpose of technology transfer.
Background and Experience:
1. Research experience in the fields of Computer Vision and/or Machine Learning.
2. Familiarity with fast prototyping Deep Learning frameworks such as PyTorch.
3. A track record of publishing at top-tier venues (e.g., CVPR, ECCV, ICCV, ICLR, NeurIPS, EMNLP, ACL, ICML, TPAMI, and IJCV).
4. Ability to communicate well and collaborate with other group members.
Beneficial to have:
1. Contrastively-trained and auto-regressive Vision & Language (e.g., CLIP, BLIP).
2. Visual LLMs (e.g., LLaVA).
3. Generative Models (e.g., Stable Diffusion and Auto-Regressive models).
4. Efficient Architectures.
5. Model Compression (distillation, quantization).
6. Efficient Adaptation of Large Models.
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