Welocalize logo
Welocalize

Reach, Grow, and Engage Global Audiences with Multilingual Content

Data Labeling Associate

Location

New York

Posted

4 days ago

Salary

0

Seniority

Mid Level

Bachelor DegreeEnglish

Job Description

Data Labeling Associate

Welocalize

• 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.

Job Requirements

  • Bachelor's degree in Computer Science, Data Science, Linguistics or Computational Linguistics or a related field.
  • 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.

Benefits

  • Flexible work arrangements

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