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Machine Learning/Computer VIsion Researcher

2 months ago

Cambridge, United Kingdom microTECH Global LTD Full time

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.