Overview
MicroTECH Global LTD is at the forefront of innovation in Computer Vision and Machine Learning. We are seeking a highly skilled Visionary Computer Vision and Machine Learning Engineer to join our team.
Salary
The estimated salary for this position is $140,000 - $180,000 per annum, depending on experience.
About the Role
We are looking for an exceptional researcher who can conduct hands-on innovative research, including methodological conceptualization and implementation. You will be responsible for publishing at top venues, such as CVPR, ECCV, ICCV, ICLR, NeurIPS, ICML, EMNLP, ACL, TPAMI and IJCV. Your contributions will also help shape the research agenda and directions within the center.
You will interact with product and engineering teams for technology transfer and collaborate with group members to achieve common goals. A strong track record of publishing at top-tier venues and excellent communication skills are essential for this role.
Key Responsibilities
* Conduct high-impact research targeting top venues in Computer Vision and Machine Learning.
* Publish research papers at top conferences, such as 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 technology transfer.
* Collaborate with group members to achieve common goals.
Requirements
* Research experience in Computer Vision and/or Machine Learning.
* Familiarity with fast prototyping Deep Learning frameworks like PyTorch.
* A strong track record of publishing at top-tier venues, such as CVPR, ECCV, ICCV, ICLR, NeurIPS, ICML, EMNLP, ACL, TPAMI and IJCV.
* Excellent communication and collaboration skills.
Preferred Qualifications
* Contrastively-trained and auto-regressive Vision & Language models (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.
Benefits
We offer a competitive salary, comprehensive benefits package, and opportunities for professional growth and development.