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Language Data Optimization Specialist
1 month ago
The Alexa Customer Journeys team at Amazon is seeking a skilled Language Data Optimization Specialist to drive innovative projects by generating high-quality data and running experiments. As a key member of the team, you will play a critical role in designing Alexa features and collaborating with fellow scientists, program managers, and stakeholders to understand the role data plays in developing datasets and exemplars that meet customer needs.
Job DescriptionYou will analyze and automate processes for collecting and annotating Large Language Model inputs and outputs to assess data quality and measurement. You will apply state-of-the-art Generative AI techniques to analyze how well our data represents human language and run experiments to gauge downstream interactions. Additionally, you will design and implement principled strategies for data optimization and collaborate with other Language Data Scientists to ensure data meets the required standards.
Key Responsibilities- Collaborate with scientists and software engineers to help design APIs and evaluate performance of Large Language Models.
- Analyze and provide efficient solutions for producing and manipulating different types of language data.
- Design and lead data collection efforts; define scope and target, provide guidelines and training, guide teams cross-sites to meet the quality bar, and run evaluations of data for hand-off.
- Automate operations and perform data analysis using Python or other scripting languages.
- Test and deploy changes to Alexa's language understanding codebase.
- Own customer-facing machine learning and deterministic models for specific domains of features.
- Use modeling tools to bootstrap and test new functionalities.
- 2+ years of experience as a data scientist.
- 2+ years of experience with machine learning/statistical modeling, data analysis tools, and techniques.
- Bachelor's degree or Master's degree.
- Experience in Python, Perl, or another scripting language.
- Experience in a machine learning or data scientist role with a large technology company.
Estimated salary: $120,000 - $180,000 per year, based on national averages and industry standards. Please note that salaries may vary depending on location and other factors.
