Computational Linguist -Large Language Models
SGS Consulting
Job Responsibilities:
- Aggregate cross-functional requests and translate requests into actionable, high quality, datasets via synthetic data collections and on live user traffic.
- Deliver analytics, statistics, and model performance results on datasets.
- Design and conduct experiments for evaluating rater quality, inter-rater reliability; write summary reports based on findings and speak on those findings in meetings.
- Develop manual and automated processes for multiple concurrent projects ensuring high-quality labeled data.
- Create and perfect LLM Quality grading queues and LLM related component quality error attribution grading queues.
- Build datasets and write guidelines in rapid fashion for new and emergent LLM data rating, creation, and annotation needs.
- Analyze system metrics such as factuality, brevity, coherence, as well as subcomponent performance, summarize findings, and communicate results.
Skills:
- Basic Python, basic SQL with strong desire to grow required for this position. Intermediate level preferred.
- Basic knowledge of linguistics (some of Phonetics, Syntax, Semantics, Dialectology) required.
- Ability to analyze numerical rating results and draw conclusions based on data.
- Basic stats / math for data analysis.
- Written and oral communication skills necessary for communicating on project milestones and for reporting findings
Education/Experience:
- Bachelor’s degree in Linguistics, Computational Linguistics, Speech Science, or related field OR graduate degree in linguistics OR industry similar experience required.
- Master’s degree or beyond preferred OR equivalent industry experience.
- Additional learning via Coursera, Udemy, or other online resources is great too.
Vacancy posted more than 2 months ago
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