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Job Description
- [Remote] Data Labeling Analyst Speech & Voice AI
- Company: vmysmartpros
- Job Location: Remote (Work from home), India
- Employment Type: Full-time
- Note:
The job is a remote job and is open to candidates in USA. Welocalize is a language and data services company supporting artificial intelligence and machine learning initiatives. The Data Labeling Analyst will update and evaluate machine learning models, create and annotate datasets, conduct quality analysis, identify data and model issues, and apply linguistic and natural language processing knowledge to ensure data accuracy.
- Responsibilities
- Update training and test model databases with new or amended synthetic textual and image data
- Modify and refine machine learning data creation, annotation, and rating guidelines
- Initiate model training processes using internal tools and command-line interfaces
- Evaluate the performance of trained models to gauge their efficacy and readiness for deployment
- Design and develop test and training datasets as per the criteria provided by the project manager and other full-time employees
- Handle data efficiently, ensuring its integrity throughout the workflow
- Engage in data relevance tasks, ensuring data sets are aligned with project goals
- Annotate data accurately, ensuring it adheres to set guidelines
- Conduct manual quality analysis of model results
- Recognize error patterns and report anomalies for further investigation
Deliver detailed reports on findings, including aspects such as utterance quality, LLM evaluation, ASR bug tracking, and customer pain points to be reviewed by the User Experience Research team
- Implement basic quality control measures and ensure the reliability of processed data
- Utilize intermediate data analysis techniques to extract insights and inform decision-making
- Arbitrate discrepancies effectively, ensuring consistent data quality
- Apply basic knowledge of natural language processing and linguistics to data processing tasks
- Ensure linguistic accuracy in all processed and annotated data
- SkillsFoundational understanding of machine learning, data annotation, quality assurance, and natural language processing
- Ability to work in a fast-paced, collaborative environment
- Excellent communication skills
- Familiarity with command-line tools and interfaces
- Strong analytical skills with the ability to identify patterns and anomalies
- Bachelor's degree in Computer Science, Data Science, Linguistics or Computational Linguistics or a related field
- Company Overview
Welocalize provides translation supply chain management solutions that deliver market-ready, translated content. It was founded in 1997, and is headquartered in Frederick, Maryland, USA, with a workforce of 1hidden_mobile employees. Its website is http://www.welocalize.com.Company H1B Sponsorship
Welocalize has a track record of offering H1B sponsorships, with 1 in 2024, 2 in 2021, 1 in 2020. Please note that this does not guarantee sponsorship for this specific role.
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Skills
AnalystAiQuality AssuranceCommandline ToolsCommunication SkillsData AnnotationNatural Language ProcessingMachine LearningAnalytical SkillsIf a job posting appears fraudulent, asks for payment, contains misleading information, or violates our guidelines, please report it immediately. Our team will review it promptly, Jobaaj does not charge any fee from the applicants.
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