4 дня назад
Linguist III (NLP)
55 - 60$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Linguist III (NLP): Designing and evaluating speech-data processes and language-model improvements with an accent on phonetics, phonology, transcription quality, and natural language processing. Focus on analyzing waveforms and spectrograms, building text normalization workflows, evaluating annotation quality, and using Python and SQL to resolve system issues.
Location: Hybrid in Redmond, Washington, or Burlingame, California
Salary: $55–$60 per hour
Company
Provides information technology and workforce solutions through a large professional services organization operating across the United States and Canada.
What you will do
- Determine speech-data needs and define data-driven improvements for language models and related products.
- Provide expertise in phonetics, phonology, lexicography, dialectology, sociolinguistics, and natural language processing.
- Design and conduct experiments to evaluate transcription quality.
- Develop manual and automated workflows for label alignment, prosodic classification, part-of-speech identification, targeted modeling data, and user feedback.
- Create and refine text normalization and inverse text normalization processes.
- Analyze user opinion, lexicon coverage, POS tagger performance, and other system metrics, then address identified issues.
Requirements
- Bachelor’s degree in linguistics, language technologies, computational linguistics, speech science, or a related field; an advanced linguistics degree is also relevant.
- Knowledge of phonetics, phonology, sociolinguistics, dialectology, and spoken versus written language.
- Technical skills in Python and SQL.
- Ability to analyze waveforms and spectrograms.
- Experience with transcription and annotation systems such as SAMPA, IPA, and ToBI.
- Strong technical writing and communication skills for producing guidelines, documentation, and analysis reports.
Nice to have
- Experience with computational linguistics or automatic speech recognition, including WER, CER, SER, dataset creation, and quality assessment.
- Experience managing human grading operations, writing guidelines, and training annotators.
- Experience evaluating offline, synthetic, and live-traffic data for voice assistants.
Culture & Benefits
- Contract duration of 6+ months with possible extension.
- Full-time consultants may receive medical, dental, and vision benefits.
- Benefits may include 401(k) contributions, paid time off, sick leave, and other applicable statutory benefits.
- Artificial intelligence tools may be used during application evaluation, while final decisions are made by hiring personnel.
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