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Language Data Scientist for Alexa Experience Development
2 months ago
We are seeking a highly skilled Language Data Scientist to join our team at Amazon Development Centre Canada ULC - K03. This is an exciting opportunity to leverage your expertise in language data analysis and machine learning to develop innovative Alexa experiences.
About the RoleAs a Language Data Scientist, you will play a critical role in designing and executing data collection projects, developing data annotation and quality metrics, and collaborating with cross-functional teams to ensure that our data represents human language effectively.
Responsibilities- Design and execute data collection projects, including guidelines, label sets, and annotation workflow development
- Develop and evaluate data annotation and quality metrics
- Collaborate with program managers, stakeholders, and other scientists to understand the role of data in developing datasets and exemplars that meet customer needs
- Analyze and automate processes for collecting and annotating LLM inputs and outputs to assess data quality and measurement
- Apply state-of-the-art Generative AI techniques to analyze how well our data represents human language and run experiments to gauge downstream interactions
- PhD in Computational Linguistics, Linguistics with a computational component, or an equivalent field; alternatively, MA/MS with 3+ years of experience, Bachelors with 5+ years of experience
- Excellent knowledge of semantics, pragmatics, conversation analysis, and/or discourse analysis
- Experience designing and executing data collection projects, including guidelines, label sets, and annotation workflow development
- Experience developing and evaluating data annotation and quality metrics
- Experience designing and executing psychology/linguistic/cognitive science surveys or experiments with human participants
- Voice assistants experience
- Working with LLMs
- Experience with synthetic dataset creation
- Experience with surveying
- Experience working with a diverse array of languages or language varieties
We offer a competitive salary range of $140,000 - $160,000 per year, depending on location and experience. As a member of our team, you will have opportunities for professional growth and development, as well as a dynamic and collaborative work environment. We also offer benefits such as comprehensive health insurance, retirement savings plan, and paid time off.