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Crystal Equation
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Linguist III
Summary:
We are looking for a skilled Linguistic Engineer to join our team and maintain the data in our LLM data grading and analysis pipelines. In this role, you will be instrumental in assessing the quality of data processed by our LLM systems. Using new and existing data quality workflows and pipelines, you will collaborate closely with a cross functional team of engineers, research scientists, project managers, and data scientists to report on and guide improvements on our LLM powered features, ensuring their accuracy and reliability in smart glasses applications.
Responsibilities:
Skills:
Education/Experience:
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Pay range is $44 - $49 per hour with full benefits available, including paid time off, medical/dental/vision/life insurance, 401K, parental leave, and more. Our compensation reflects the cost of labor across several US geographic markets. Pay is based on several factors including market location and may vary depending on job-related knowledge, skills, and experience.
THE PROMISES WE MAKE:
At Crystal Equation, we empower people and advance technology initiatives by building trust. Â Your recruiter will prep you for the interview, obtain feedback, guide you through any necessary paperwork and provide everything you need for a successful start. Â We will serve to empower you along the way and provide the path for your professional journey.
Linguistic Engineer III
9845 Willows Road Redmond, WA 98052 US
Posted: 04/25/2024
2024-04-25
2024-06-22
Job Number: 39052
Job Description
Linguist III
Summary:
We are looking for a skilled Linguistic Engineer to join our team and maintain the data in our LLM data grading and analysis pipelines. In this role, you will be instrumental in assessing the quality of data processed by our LLM systems. Using new and existing data quality workflows and pipelines, you will collaborate closely with a cross functional team of engineers, research scientists, project managers, and data scientists to report on and guide improvements on our LLM powered features, ensuring their accuracy and reliability in smart glasses applications.
Responsibilities:
- Maintain production data grading queues, report on product and annotation quality, perform data analysis using SQL, Python, and spreadsheets.
- Guide your analyses using linguistic expertise in the areas of phonetics, phonology, dialectology, and NLP.
- 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.
- This is not an annotator position, though annotation will occasionally be required to accommodate urgent requests.
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 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 great too.
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Pay range is $44 - $49 per hour with full benefits available, including paid time off, medical/dental/vision/life insurance, 401K, parental leave, and more. Our compensation reflects the cost of labor across several US geographic markets. Pay is based on several factors including market location and may vary depending on job-related knowledge, skills, and experience.
THE PROMISES WE MAKE:
At Crystal Equation, we empower people and advance technology initiatives by building trust. Â Your recruiter will prep you for the interview, obtain feedback, guide you through any necessary paperwork and provide everything you need for a successful start. Â We will serve to empower you along the way and provide the path for your professional journey.
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