Applied Scientist, Silicon and Systems Group Edge AI

Amazon; Cambridge; Vor Ort; GBP 90.000 - 140.000; Vollzeit

Zusammenfassung

Amazon Devices is an inventive research and development company that designs and engineers high-profile devices like Echo, Fire tablets, Fire TV, and other consumer devices. We are seeking exceptional scientists to join our Applied Science team to advance multimodal language models across our product portfolio.

The Silicon and Solutions Group Edge AI team seeks an Applied Scientist to develop evaluation methods for multimodal models and agents for our devices, including audio and vision

Qualifikationen

• PhD, or a Master’s degree and experience in CS, CE, ML or related field.
• Experience programming in Java, C++, Python or related language.
• Experience in patents or publications at top-tier peer-reviewed conferences or journals.
• Experience in algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing.
• Experience in building machine learning models for business application.

Aufgaben

• Collaborate with cross-functional engineers and scientists to advance the state of the art in multimodal model evaluations for devices, including audio, images, and videos
• Invent and validate reliability for novel automated evaluation methods for perception tasks, such as fine-tuned LLM-as-judge
• Develop and extend our evaluation framework(s) to support expanding capabilities for multimodal language models
• Analyze large offline and online datasets to understand model gaps, develop methods to interpret model failures, and collaborate with training teams to enhance model capabilities for product use cases
• Work closely with other scientists, compiler engineers, data collection, and product teams to advance evaluation methods

Ausbildung

PhD, or a Master’s degree and experience in CS, CE, ML or related field

Tools

Java

C++

Python

Algorithms & data structures

Numerical optimization

Data mining

Parallel & distributed computing

High‑performance computing

Jobbeschreibung

Amazon Devices is an inventive research and development company that designs and engineer high-profile devices like Echo, Fire Tablets, Fire TV, and other consumer devices. We are looking for exceptional scientists to join our Applied Science team to advance the state-of-the-art in developing efficient multimodal language models across our product portfolio. Through close hardware-software integration, we design and train models for resource efficiency across the hardware and software tech stack.

The Silicon and Solutions Group Edge AI team is looking for a talented Applied Scientist who will develop new evaluation methods for multimodal language models and agents for our devices, including audio and vision experiences.

Key job responsibilities

• Collaborate with cross-functional engineers and scientists to advance the state of the art in multimodal model evaluations for devices, including audio, images, and videos
• Invent and validate reliability for novel automated evaluation methods for perception tasks, such as fine-tuned LLM-as-judge
• Develop and extend our evaluation framework(s) to support expanding capabilities for multimodal language models
• Analyze large offline and online datasets to understand model gaps, develop methods to interpret model failures, and collaborate with training teams to enhance model capabilities for product use cases
• Work closely with other scientists, compiler engineers, data collection, and product teams to advance evaluation methods

A day in the life

As a Scientist with the Silicon and Solutions Group Edge AI team, you'll contribute to innovative methods for evaluating new product experiences and discover ways to enhance our model capabilities and enrich our customer experiences. You'll have opportunities to collaborate across teams of engineers and scientists to bring algorithms and models to production.

About The Team

Our Edge AI science team brings together our unique skills and experiences to deliver state-of-the-art multimodal AI models that enable new experiences on Amazon devices.

Basic Qualifications

• PhD, or a Master's degree and experience in CS, CE, ML or related field
• Experience in patents or publications at top-tier peer-reviewed conferences or journals
• 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
• Experience in building machine learning models for business application

Preferred Qualifications

• Experience using Unix/Linux
• Experience in professional software development

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Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.

Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit https://amazon.jobs/content/en/how-we-hire/accommodations for more information. If the country/region you’re applying in isn’t listed, please contact your Recruiting Partner.

Company

Evi Technologies Limited

Job ID: A10460371