Amazon.com Services LLC
Technology
AppliedScientistII,AWSAppliedAISolutions,VisualReasoning&AgenticAI
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“Applied Scientist II, AWS Applied AI Solutions, Visual Reasoning & Agentic AI at Amazon.com Services LLC. Skills: Visual reasoning, Agentic AI, Foundation models. Develop agentic AI framework. Solve visual AI challenges”
What You'll Achieve.
Advance state-of-the-art; Transform research insights into scalable solutions; Shape future direction of visual AI technology
Industry & Context.
Tackle fundamental challenges
What They're Looking For.
Must Have
PhD in Computer Science or related field, MS with equivalent research experience, Track record of publications at top-tier conferences, Background in computer vision, Background in deep learning, Background in multi-modal foundation models, Experience with PyTorch, Demonstrated ability to transform research ideas into practical implementations
Nice to Have
Deep knowledge of large multimodal models, Deep knowledge of fine-tuning techniques, Deep knowledge of agentic frameworks, Experience with large-scale model training, Experience with model optimization, Background in cognitive science, Background in computational neuroscience, Contributions to open-source AI projects, Experience mentoring junior researchers, Experience collaborating with engineering teams
What You'll Do.
Develop agentic AI framework
Solve visual AI challenges
Advance theory of multi-modal foundation models
Advance practice of multi-modal foundation models
Design new approaches to memory mechanisms
Design new approaches to attention mechanisms
Create techniques for efficient visual processing
Research methods for autonomous decision-making
Investigate approaches to reduce computational requirements
Investigate approaches to reduce data requirements
How You'll Work.
Team & Collaboration
Collaborate with scientists; Collaborate with engineers
Communication Scope
Publish findings
Full Job Description
As part of the AWS Applied AI Solutions organization, we're advancing the frontier of visual reasoning and agentic AI technologies. Our vision is to develop sophisticated AI systems that can understand, interpret, and reason about visual information at human-like levels, enabling breakthrough applications across multiple industries. The Team Our research team is tackling fundamental challenges in visual reasoning that combine generative AI and agentic frameworks. We're investigating novel approaches to how AI systems understand spatial relationships, reason about object interactions, and maintain contextual awareness across time. Working at the intersection of computer vision and large language models, we're developing theoretical frameworks and practical techniques that advance the state-of-the-art in visual AI. Key job 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 - Investigate approaches to reduce the computational and data requirements of visual reasoning systems A day in the life As an Applied Scientist, you'll conduct fundamental research in visual reasoning while maintaining a clear path to practical applications. You'll investigate novel architectural approaches, develop new theoretical frameworks, and validate ideas through rigorous experimentation. You'll collaborate with other scientists and engineers to transform research insights into scalable solutions, publish your findings in top-tier conferences, and help shape the future direction of visual AI technology. About the team AWS Solutions As part of the AWS solutions
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