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About the role
Applied Scientist II, AWS Applied AI Solutions, Visual Reasoning & Agentic AI at Amazon.com Services LLC
Required Skills
computer visiondeep learningpytorchmulti-modal foundation modelsagentic aivisual reasoninglarge language modelsgenerative ai
About the Role
This role involves conducting fundamental research in visual reasoning and agentic AI to develop sophisticated AI systems that understand and interpret visual information. The Applied Scientist will design novel frameworks, advance multi-modal foundation models, and transform research insights into scalable solutions for real-world applications.Key Responsibilities
- Develop a novel agentic AI framework to solve diverse visual AI challenges in the physical world
- Advance the theory and practice of multi-modal foundation models for visual understanding
- Design new approaches to memory and attention mechanisms for processing continuous visual streams
- Create innovative techniques for efficient visual processing that can scale to real-world applications
- Research new methods for autonomous decision-making based on visual inputs
Required Skills & Qualifications
Must Have:
- PhD in Computer Science, Machine Learning, or related field (or MS with equivalent research experience)
- Track record of publications at top-tier conferences (CVPR, ICCV, ECCV, NeurIPS, ICLR), specifically focusing on visual reasoning, scene understanding, or visual-language models
- Strong background in computer vision, deep learning, and multi-modal foundation models
- Experience with PyTorch or other deep learning frameworks
Nice to Have:
- Deep knowledge of large multimodal models, fine-tuning techniques, and agentic frameworks, particularly in computer vision
- Experience with large-scale model training and optimization
- Background in cognitive science or computational neuroscience relating to visual processing
Benefits & Perks
- Inclusive team culture with employee-led affinity groups
- Mentorship and career growth resources
- Work-life balance with flexible working culture
- Total compensation including equity, sign-on payments, and benefits