Amazon.com LLC
Data Science, Science, Voice Technology
LanguageDataScientist,AlexaAI
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“Language Data Scientist, Alexa AI at Amazon.com LLC. Skills: Language Data Science, Alexa AI, Machine Learning, Data Analysis. Own data analyses for customer-facing features. Handle data analysis requests”
What You'll Achieve.
Expand analysis of speech data; Expand evaluation of speech data; Expand analysis of interaction data; Expand evaluation of interaction data; Elevate customer experience; Support training of ML models; Support evaluation of ML models; Support processing of data collection
Industry & Context.
Data analysis; Research
What They're Looking For.
Must Have
2+ years of data scientist experience, 3+ years of data querying languages experience, 3+ years of scripting languages experience, 3+ years of statistical/mathematical software experience, 3+ years of machine learning/statistical modeling experience, 1+ years of guiding and coaching researchers, 1+ years of working with AI systems, 1+ years of creating educational content, Master's degree in STEM, Experience applying theoretical models
Nice to Have
Ph.D. in STEM, Knowledge of machine learning concepts, Experience in Python, Experience in Perl, Experience in another scripting language, Experience in ML role, Experience in data scientist role, Experience defining GenAI benchmarks, Experience creating GenAI benchmarks, Experience working on multi-team projects, Experience working on cross-disciplinary projects, Experience applying quantitative analysis, Experience making data-driven decisions
What You'll Do.
Own data analyses for customer-facing features
Handle data analysis requests
Conduct quantitative analyses
Conduct qualitative analyses
Lead dialog evaluation conventions
Evaluate dialog evaluation conventions
Evaluate test tooling developments
Evaluate pilot processes
Evaluate workflow tools
Evaluate workflow processes
Offer solutions for efficiency
Offer solutions for quality
Offer solutions for scalability
Provide expert support for data analysts
Provide support for data collection
Conduct research studies
Understand speech interactions
Understand customer-Alexa interactions
Assist scientists in defining metrics
Assist scientists in validating metrics
Assist program managers in defining metrics
Assist program managers in validating metrics
Assist product managers in defining metrics
Assist product managers in validating metrics
How You'll Work.
Team & Collaboration
Work with analysts; Work with scientists; Work with engineers; Work with stakeholders
Full Job Description
Amazon is seeking a Language Data Scientist to join the Alexa Artificial Intelligence (AI) team as domain expert. This role focuses on expanding analysis and evaluation of speech and interaction data deliverables. The Language Data Scientist is an expert in dialog evaluation processes, working closely with a team of skilled analysts and machine learning scientists and engineers, and is a key member in developing new conventions for relevant annotation workflows. The Language Data Scientist will be asked to handle unique data analysis and research requests that support the training and evaluation of machine learning models and the overall processing of a data collection. Key job responsibilities To be successful in this role, you must have a passion for data, efficiency, and accuracy. Specifically, you will: - Own data analyses for customer-facing features, including launch go/no-go metrics for new features and accuracy metrics for existing features - Handle unique data analysis requests from a range of stakeholders, including quantitative and qualitative analyses to elevate customer experience with speech interfaces - Lead and evaluate changing dialog evaluation conventions, test tooling developments, and pilot processes to support expansion to new data areas - Continuously evaluate workflow tools and processes and offer solutions to ensure they are efficient, high quality, and scalable - Provide expert support for a large and growing team of data analysts - Provide support for ongoing and new data collection efforts as a subject matter expert on conventions and use of the data - Conduct research studies to understand speech and customer-Alexa interactions - Assist scientists, program and product managers, and other stakeholders in defining and validating customer experience metrics Basic Qualifications: - 2+ years of data scientist experience - 3+ years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical/mathematical software (e.
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