Machine Learning Developer
Core
Linguistic analysis of multilingual datasets and evaluation of AI model outputs to improve language technologies and Responsible AI systems.
Role type
Linguist III (NLP & AI Research)
Builds
Language technologies and AI systems
Domain
AI, Natural Language Processing, Linguistics
Deliverable
production ML models
Required skills
Python, SQL, NLP techniques, near-native proficiency in a non-English language (Vietnamese, Dutch, Portuguese, or Thai), sociolinguistics, psycholinguistics, pragmatics, discourse analysis
Preferred skills
R, international language-classification standards, low-resource languages, corpus linguistics, phonetics/phonology
Technologies
Python, SQL, R
Responsibilities
Perform linguistic analyses on large multilingual datasets; Conduct linguistic error analysis of AI model outputs; Write and revise annotation and translation guidelines; Conduct sociolinguistics, psycholinguistics, pragmatics, and discourse analysis research; Analyze Responsible AI concerns including toxic language, hate speech, gender bias, and cultural bias; Evaluate and compare linguistic deliverables from vendors; Provide expert guidance on linguistic domains; Collaborate with native speakers across multiple languages and cultures; Support multilingual AI research initiatives and contribute to research papers