Computer Vision & Machine Learning Researcher

Description:

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.