Senior Applied Scientist, Alexa - Berlin, Deutschland - Amazon CS Berlin GmbH - C25

Amazon CS Berlin GmbH - C25

Geprüftes Unternehmen

Berlin, Deutschland

vor 2 Wochen

Geschrieben von:

Lena Wagner

beBee Recruiter

Beschreibung

Experience programming in Python, C++, Java or related language

Experience with (preferably large) language models
Demonstrated expertise in NLP, Deep Learning and Information extraction
Experience with popular deep learning frameworks such as PyTorch
Excellent written, verbal communication & data presentation skills.

The Amazon Artificial General Intelligence (AGI) team is looking for a passionate, highly skilled and inventive Senior Applied Scientist with strong machine learning background to lead the development and implementation of state-of-the-art ML systems for building large-scale, high-quality conversational assistant systems.

Key job responsibilities

Use deep learning, ML and NLP techniques to create scalable solutions for creation and development of language model centric solutions for building personalized assistant systems based on a rich set of structured and unstructured contextual signals
Innovate new methods for contextual knowledge extraction and information representation, using language models in combination with other learning techniques, that allows effective grounding in context providers when considering memory, cpu, latency and quality
Collaborate with crossfunctional teams of engineers, product managers, and scientists to identify and solve complex problems in personal knowledge aggregation, processing and verification
Design and execute experiments to evaluate the performance of different algorithms and models, and iterate quickly to improve results
Communicate results and insights to both technical and nontechnical audiences, including through presentations and written reports
Mentor and guide junior scientists and engineers, and contribute to the overall growth and development of the team

A day in the life

As a Senior Applied Scientist, you will play a critical role in driving the development of personalization techniques enabling conversational systems, in particular those based on large language models, to be tailored to customer needs.

You will handle Amazon-scale use cases with significant impact on our customers' experiences.

Berlin, DEU

PhD in Computer Science, Machine Learning, or a related field, with a focus on language models, knowledge representation or conversational assistant systems
Several years of relevant experience in industry and/or academia
Demonstrated experience in developing and implementing ML algorithms and models
Strong programming skills in Python and experience with deep learning frameworks such as Tensor Flow or PyTorch
Experience with large scale distributed systems such as Hadoop, Spark etc.
Excellent problemsolving skills, with the ability to think creatively and critically about complex problems
Strong communication and collaboration skills, with the ability to work effectively with crossfunctional teams
Experience with patents or publications at toptier peerreviewed conferences or journals

m/w/d