Amazon.com Services LLC
Technology
PrincipalAppliedScientist,AGIFoundations
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“Principal Applied Scientist, AGI Foundations at Amazon.com Services LLC. Skills: Generative AI, Machine Learning, Large language models, Computer Vision. Define research directions. Invent machine learning techniques”
What You'll Achieve.
Impact customer experiences
Industry & Context.
Decompose complex problems; Tackle intrinsically hard problems
What They're Looking For.
Must Have
5+ years predictive modeling, PhD in Electrical Engineering, PhD in Computer Science, PhD in Mathematics, Experience programming in Java, Experience programming in C++, Experience programming in Python, Leading experienced scientists, Developing junior members
Nice to Have
10+ years of experience, Experience with AWS, Experience with GCP, Experience with Azure, Experience with PyTorch, Experience with TensorFlow, Experience with scikit-learn, Experience with Hugging Face, Experience with large language models, Experience with multimodal models, Experience with computer vision, Experience with Generative AI, Experience with Amazon-scale use cases, Experience with scientific reviews, Experience with experimental design, Experience with modeling, Experience with verification, Experience with research procedures, Experience with mentoring, Experience with hiring, Experience with developing scientists, Experience with developing leads, Experience with organizational planning, Experience with leadership development, Experience with full-cycle development, Experience with conception, Experience with design, Experience with implementation, Experience with testing, Experience with documentation, Experience with delivery, Experience with maintenance, Experience with multimodal LLMs, Experience with Gen AI, Experience with Computer Vision
What You'll Do.
Define research directions
Invent machine learning techniques
Conduct rigorous experiments
Publish research results
Translate research into practice
Develop long-term strategies
Persuade teams to adopt strategies
Participate in organizational planning
Participate in hiring
Participate in mentorship
Participate in leadership development
Build scalable science solutions
Build scalable engineering solutions
Serve as scientific resource
Lead scientific reviews
Review experimental design
Review research procedures
Foster shared understanding
Align teams toward strategies
Educate scientific community
Keep community updated
Develop junior scientists
Drive development of GenAI
Handle Amazon-scale use cases
Impact customer experiences
Develop multimodal LLMs
Provide customer experience
How You'll Work.
Team & Collaboration
Cross-organization views; Organizational planning; Leadership development
Full Job Description
As a Principal Scientist within the Artificial General Intelligence (AGI) organization, you are a trusted part of the technical leadership. You bring business and industry context to science and technology decisions. You set the standard for scientific excellence and make decisions that affect the way we build and integrate algorithms. You solicit differing views across the organization and are willing to change your mind as you learn more. Your artifacts are exemplary and often used as reference across organization. You are a hands-on scientific leader. Your solutions are exemplary in terms of algorithm design, clarity, model structure, efficiency, and extensibility. You tackle intrinsically hard problems, acquiring expertise as needed. You decompose complex problems into straightforward solutions. You amplify your impact by leading scientific reviews within your organization or at your location. You scrutinize and review experimental design, modeling, verification and other research procedures. You probe assumptions, illuminate pitfalls, and foster shared understanding. You align teams toward coherent strategies. You educate, keeping the scientific community up to date on advanced techniques, state of the art approaches, the latest technologies, and trends. You help managers guide the career growth of other scientists by mentoring and play a significant role in hiring and developing scientists and leads. You will play a critical role in driving the development of Generative AI (GenAI) technologies that can handle Amazon-scale use cases and have a significant impact on our customers' experiences. Key job responsibilities You will be responsible for defining key research directions, adopting or inventing new machine learning techniques, conducting rigorous experiments, publishing results, and ensuring that research is translated into practice. You will develop long-term strategies, persuade teams to adopt those strategies, propose goals and deliver on them. You will
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