Human Data Analyst

3 weeks ago


Sunnyvale, California, United States US Tech Solutions Full time

Human Data Analyst Position

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We are seeking a highly skilled data quality expert with a strong understanding of Large Language Models (LLMs) to join our team as a Quality Analyst for Human-created Data.

About the Role

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In this role, you will work closely with highly technical modeling teams and vendor leads to understand the data needs of LLM modeling teams.

Main Responsibilities

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Key responsibilities include:

  • Defining data requirements based on a deep understanding of the modeling team goals and study of model loss patterns.
  • Designing detailed instructions for content creator teams, illustrating nuanced differences with clear examples.
  • Rapidly iterating with content-production vendors on small batches of data to arrive at desired data quality.
  • Measuring and demonstrating data quality during data collection.
  • Benchmarking vendor data quality against competitor models.
  • Using quantitative techniques to analyze vendor-produced data.
  • Auditing datasets for quality issues and developing tools for accelerating qualitative analysis.
  • Using modeling and experimentation techniques to demonstrate data impact and identify blind spots.
  • Communicating on data quality to project stakeholders.

Requirements

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To be successful in this role, you will need:

  • 3+ years of experience in Technical Writing, Quality Assurance, or a related field.
  • Excellent writing and editing skills.
  • Strong analytical and problem-solving skills.
  • Ability to work independently and as part of a team.

Salary

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The estimated salary for this role is $120,000 - $180,000 per year, depending on experience.



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