Amazon.com Services LLC
Data Science, Language Engineer, Artificial Intelligence
LanguageEngineer,ArtificialGeneralIntelligence
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“Language Engineer, Artificial General Intelligence at Amazon.com Services LLC. Skills: Natural language processing, Machine learning, Language data processing. Design data collection tasks. Design data creation tasks”
Industry & Context.
Problem solving skills
What They're Looking For.
Must Have
Experience with language annotation, Experience with data markup, Experience with one or more scripting language, Experience working with speech data, Experience working with text language data, Experience working in multiple languages, Experience working in a fast-paced team environment, Masters’s or higher degree, 2+ years experience in computational linguistics, 2+ years experience in language data processing, Excellent communication skills, Excellent organizational skills, Very detailed oriented
Nice to Have
Experience in writing grammars, Experience building FSTs, Experience with statistical language modeling, Experience with database queries, Experience with data analysis processes, Experience with Unix, PhD in Computational Linguistics, Expertise in bootstrapping language data collections, Practical knowledge of version control, Practical knowledge of agile development, Willingness to support several projects, Willingness to accept reprioritization, Able to think creatively, Possess analytical skills, Possess problem solving skills
What You'll Do.
Design data collection tasks
Design data creation tasks
Define quality targets
Implement quality targets
Provide day-to-day coordination
Plan data collection efforts
Schedule data collection efforts
Report on data collection efforts
Analyze language-related insights
Extract language-related insights
Build tools for data analysis
Build tools for data authoring
Build tool prototypes
Bootstrap new functionalities
Test new functionalities
Collaborate with scientists
Collaborate with software engineers
Evaluate performance of language models
Handle competing requests
How You'll Work.
Team & Collaboration
Cross-functional teams; Product managers; Engineers; Data scientists; Scientists; Software engineers
Communication Scope
Excellent communication; Effective communication; Respectful communication
Process & Methodology
Agile development
Full Job Description
The Amazon Artificial General Intelligence (AGI) Data Services organization is looking for a Language Engineer with experience in dataset construction, linguistic annotation, dialog/semantic schemas, and automatic processing of large datasets. You will play a critical role in driving innovation and advancing the state-of-the-art in natural language processing and machine learning. You will work closely with cross-functional teams, including product managers, engineers, and data scientists to ensure that our AI systems are aligned with human policies and preferences. Key job responsibilities Specifically, the Language Engineer will: • Design data collection/creation tasks in response to science needs: author instructions, define and implement quality targets and mechanisms, provide day-to-day coordination of data collection efforts (including planning, scheduling, and reporting), and be responsible for the final deliverables • Analyze and extract language-related insights from large amounts of data • Build tools or tool prototypes for data analysis or data authoring, using Python or another scripting language • Use modeling tools to bootstrap or test new functionalities • Collaborate with scientists and software engineers to evaluate performance of language models • Handle competing requests from a range of data customers Basic Qualifications: - Experience with language annotation and other forms of data markup - Experience with one or more scripting language (e.g., Python, KornShell) - Experience working with speech and text language data in multiple languages - Experience working in a fast-paced, team environment - Masters’s or higher degree in a relevant field (computational linguistics or equivalent field with computational analysis) - 2+ years experience in computational linguistics or language data processing - Excellent communication, strong organizational skills and very detailed oriented Preferred Qualifications: - Experience in writing grammars and building
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