High-Quality Data Analyst

2 weeks ago

Porac, Philippines beBeeData Full time ₱7,000,000 - ₱9,000,000
AI Data Quality Specialist

About this role: As an AI data quality specialist, you will play a vital part in ensuring the accuracy and consistency of our digital assets.

Key Responsibilities:

  • Quality Assurance - Conduct thorough audits on annotated datasets to guarantee they meet established guidelines and quality benchmarks.
  • Statistical Analysis - Utilize statistical based quality metrics such as F1 score and inter-annotator agreement to evaluate data quality.
  • Error Resolution - Investigate annotation errors, trends, project processes, and project documentation to identify and understand the root cause of errors and propose remediation strategies.
  • Edge-Case Management - Resolve and analyze edge-case annotations to ensure quality and identify areas for improvement.
  • Tool Proficiency - Become proficient in using annotation and quality control tools to perform reviews and track quality metrics.
  • Guideline Expertise - Become an expert in project specific guidelines and provide feedback for potential clarifications or improvements.

Continuous Improvement:

  • Automation - Identify opportunities to use automation to enhance analytics, provide deeper insights, and improve efficiency.
  • Documentation - Develop and maintain up-to-date documentation on quality standards, annotation guidelines, and quality control procedures.
  • Feedback Mechanism - Provide regular feedback that identifies areas for improvement across the annotation pipeline.

Collaboration & Communication:

  • Cross-Functional Teamwork - Work closely with key project stakeholders and clients to understand project requirements and improve annotation pipelines.
  • Training Support - Assist with training annotators, providing guidance, feedback, and support to ensure data quality.
  • Reporting Insights - Provide regular updates that highlight data quality metrics, key findings, and actionable insights for continuous process improvements.

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