Amazon.com Services LLC
Applied Science, Machine Learning Data Operatio, alexa and amazon devices
MachineLearningDataLinguist,AlexaAI
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Machine Learning Data Linguist, Alexa AI at Amazon.com Services LLC. Skills: Machine Learning, Data annotation, Linguistic annotation. Handle unique data analysis requests. Provide data quality expertise”
Industry & Context.
Diving deep into issues; Implementing solutions; Addressing issues; Addressing problems
What They're Looking For.
Must Have
Bachelor's degree or equivalent, Experience in natural language data labeling, Experience in data annotation, Experience in linguistic annotation, Experience in other forms of data markup, Leading a team of peers, Experience using Microsoft Excel, 2+ years computational linguistics experience, 2+ years language data processing experience, 2+ years semantics experience, 2+ years syntax experience
Nice to Have
Analytical skills, Attention to detail, Effective communication abilities, Interest in pragmatics, Interest in conversational design, Ability to navigate a Unix terminal, Use common command line tools
What You'll Do.
Handle unique data analysis requests
Provide data quality expertise
Deliver high quality work
Build thorough understanding of conventions
Provide support to global sites
Understand changes to conventions
Contribute to process improvements
Improve software tools
Dive deep into issues
Proactively address issues
Keep up with changing priorities
Ensure quality of datasets
Understand data ambiguities
Resolve issues in annotation guidelines
Conduct qualitative error trend analysis
Drive innovation in processes
Drive innovation in tracking
Drive innovation in annotation workflows
Collect requirements from customers
Collaborate with peers
Collaborate with stakeholders
Complete deliverables
Recommend process improvements
How You'll Work.
Team & Collaboration
Collaborating with peers; Collaborating with stakeholders; Collaborate with ML Data Linguists; Collaborate with scientists; Collaborate with Ops Managers
Communication Scope
Effective communication
Full Job Description
Amazon is seeking a Machine Learning Data Linguist to join our Alexa AI team. This role focuses on language data, primarily in the areas of text annotation and general data analysis deliverables. The ML Data Linguist must have a passion for data, efficiency, accuracy, and should be capable of: - Handling unique data analysis requests from a range of data customers - Providing data quality expertise to other team members and coaching improvements - Delivering high quality work in a fast-paced environment - Working autonomously with minimum direction - Building a thorough understanding of conventions and providing support to global sites - Understanding changes to conventions deployed in response to customers’ requests and modifying workflows accordingly - Contributing to process improvements to reduce handling time and improve output - Improving software tools by identifying bugs and suggesting enhancements - Diving deep into issues and implementing solutions independently - Proactively addressing issues and problems - Keeping up with changing project conventions and priorities Key job responsibilities - Label, generate, and ensure the quality of datasets. - Work closely with ML Data Linguists and scientists to understand data ambiguities and resolve issues in annotation guidelines. - Conduct in-depth qualitative error trend analysis, developing action plans to enhance data quality. - Collaborate with ML Data Linguists, scientists, and Ops Managers to drive innovation in processes, tracking, and annotation workflows. A day in the life Most days are spent collecting requirements from customers, collaborating with peers and stakeholders to complete deliverables, and recommending process improvements. About the team The work that we do is confidential, but we are a highly collaborative team who obsess over our internal and external customers. Basic Qualifications: - Bachelor's degree or equivalent - Experience in natural language data labeling, data annotation, linguist
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