Amazon.com Services LLC
Machine Learning Science, Applied Science, Artificial Intelligence
AppliedScientist,AGIFoundations
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optimal for Senior candidates.
“Applied Scientist, AGI Foundations at Amazon.com Services LLC. Skills: Generative AI, Machine Learning, Algorithm development. Collaborate with cross-functional teams. Identify and solve complex problems”
Industry & Context.
Solve complex problems
What They're Looking For.
Must Have
3+ years building models, Master's degree and 2+ years experience, Experience programming in Java, C++, Python, Experience in algorithms and data structures, Experience in parsing, Experience in numerical optimization, Experience in data mining, Experience in parallel and distributed computing, Experience in high-performance computing
Nice to Have
Experience in professional software development, Knowledge of architectural concepts, Knowledge of algorithms, Knowledge of schedule tradeoffs, Knowledge of new opportunities, Experience building reinforcement learning pipelines for LLMs, Knowledge about latest LLM-based algorithms
What You'll Do.
Collaborate with cross-functional teams
Identify and solve complex problems
Evaluate algorithm performance
Evaluate model performance
Iterate quickly to improve results
Think big about Gen AI development
Identify new opportunities to apply technologies
Communicate results to technical audiences
Communicate insights to technical audiences
Communicate results to non-technical audiences
Communicate insights to non-technical audiences
Present through presentations
Report through written reports
How You'll Work.
Team & Collaboration
Cross-functional teams; Engineers; Product managers; Scientists
Communication Scope
Presentations; Written reports
Full Job Description
The Artificial General Intelligence (AGI) team is looking for a highly skilled and experienced Applied Scientist, to support the development and implementation of state-of-the-art algorithms and models for supervised fine-tuning and reinforcement learning through human feedback and and complex reasoning; with a focus across text, image, and video modalities. As an Applied Scientist, you will play a critical role in supporting the development of Generative AI (Gen AI) technologies that can handle Amazon-scale use cases and have a significant impact on our customers' experiences. Key job responsibilities Key job responsibilities Collaborate with cross-functional teams of engineers, product managers, and scientists to identify and solve complex problems in Gen AI Design and execute experiments to evaluate the performance of different algorithms and models, and iterate quickly to improve results Think big about the arc of development of Gen AI over a multi-year horizon, and identify new opportunities to apply these technologies to solve real-world problems Communicate results and insights to both technical and non-technical audiences, including through presentations and written reports About the team We are passionate scientists dedicated to pushing the boundaries of innovation in Gen AI with focus on Software Development use cases for LLMs. Basic Qualifications: - 3+ years of building models for business application experience - PhD, or Master's degree and 2+ years of CS, CE, ML or related field experience - Experience programming in Java, C++, Python or related language - Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing Preferred Qualifications: - Experience in professional software development - Knowledge of architectural concepts and algorithms, schedule tradeoffs and new opportunities with technical team members - Experience building
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