Amazon.com LLC

Data Science, Science, Voice Technology

LanguageDataScientist,AlexaAI

$136–184k Seattle, Washington, United States FULL TIME
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Mid candidates.

The Brief

“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 Science, Science, Voice Technology
Problems you'll solve

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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