Senior Research Scientist, Multilingual Nlp

vor 1 Monat

Sydney, Österreich Google Vollzeit

Senior Research Scientist, Multilingual NLPAt Google, we have a vision of empowerment and equitable opportunity for all Aboriginal and Torres Strait Islander peoples and commit to building reconciliation through Google's technology, platforms and people.
We welcome Indigenous applicants.
Please see our Reconciliation Action Plan for more information.
Minimum Qualifications: PhD in Computer Science, a related technical field, or equivalent practical experience.7 years of experience in NLP, NLU, Machine Learning, LLMs, or a related field.Experience contributing to research communities including publishing in forums (e.g., ACL, EMNLP, NAACL, EACL, COLING, ICLR, AAAI, NeurIPS).Experience with programming languages (e.g., Python or C/C++).Preferred Qualifications: Experience in innovative research.Experience working with a research team.Ability to effectively navigate ambiguity.About the Job: As a Research Scientist, you'll set up large-scale tests and deploy promising ideas quickly and broadly, managing deadlines and deliverables while applying the latest theories to develop new and improved products, processes, or technologies.
Our research scientists work on real-world problems that span the breadth of computer science, such as machine learning, data mining, natural language processing, and more.
In this role, you will work on multilingual Natural Language Processing (NLP) for low resource languages.
This project aims to develop multilingual Large Language Models (LLMs) and their application to translation and semantic understanding tasks.
You will build existing/in-development datasets and construct additional resources, including multimodal text and audio.
You will create novel evaluation datasets, compile and create new datasets, and develop algorithms for LLM training and evaluation.
Responsibilities: Design algorithms for model training and prediction.Manage experiments on Tensor Processing Unit (TPU) cloud.Write up results in design documents, technical reports, and papers for publication.Propose new research ideas and provide research leadership in the team.Write programs in Python with JAX and PAX.Google Research is building the next generation of intelligent systems for all Google products.
Google Research teams collaborate closely with other teams across Google, maintaining the flexibility and versatility required to adapt to new projects and foci that meet the demands of the world's fast-paced business needs.
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