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Subject Matter Expert – Chart & Data Visualization Analysis

micro1 · 100% remote · Contract · Posted

Pay
$25–50/hr
Location
Worldwide
Languages
English
Hours
Flexible
Openings
50
Level
Expert
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Summary

Remote contractor role interpreting charts and creating quantitative reasoning tasks for AI training. Contributors provide objective questions, precise answers, and detailed calculations across relevant subject areas.

What you'll do

  • Interpret charts and data visualizations accurately.
  • Create objective questions that require multiple reasoning steps.
  • Provide precise answers with detailed explanations and calculations.
  • Use accurate chart terms, units, scales, and statistical features.
  • Work with coordinators and reviewers.
  • Avoid subjective questions and unsupported conclusions.

Requirements

  • Preferred: Relevant bachelor's degree or equivalent professional experience.
  • Preferred: At least two years working with relevant charts or quantitative data.
  • Ability to interpret complex charts and statistical features.
  • Ability to write clear questions and explain calculations in English.
  • Experience creating technical assessments or structured analytical tasks.
  • Experience with remote teamwork and asynchronous communication.
  • Preferred: Advanced degree, professional credential, or industry specialization.

Skills

  • Chart Interpretation Accuracy
  • Multi-Step Quantitative Reasoning
  • Question Design / Unambiguous Task Construction
  • Domain-Specific Terminology Precision
  • Remote Collaboration

Full description

Role Title: Subject Matter Expert – Chart & Data Visualization Analysis


Role Type: Contractor


Location: Remote


micro1 is selecting Subject Matter Experts – Chart & Data Visualization Analysis (AI Training) to contribute to a high-impact client project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is ideal for data-driven professionals with a meticulous eye for interpreting domain-specific charts, excellent quantitative reasoning, and a passion for communicating complex concepts clearly in both written and verbal form. Contributors from Medicine & Biostatistics, Finance & Economics, Engineering & Physics, Earth Sciences & GIS, Data Science & Statistics, or Operations & Manufacturing are especially encouraged to express interest.


Scope of Work

  1. Interpret and analyze domain-specific charts, graphs, and data visualizations with a high level of accuracy and domain terminology precision.
  2. Design clear, unambiguous questions that require multi-step quantitative reasoning based on information-rich charts.
  3. Develop objectively answerable tasks focused on in-depth reasoning, calculations, comparisons, and trend analysis.
  4. Provide precise answers along with detailed, step-by-step explanations of your reasoning and calculation process.
  5. Utilize correct chart terms, units, axes, scales, legends, confidence intervals, and time periods in all tasks and solutions.
  6. Collaborate remotely with project coordinators and reviewers, demonstrating strong written and verbal communication skills.
  7. Ensure tasks are clear, free from subjectivity, and avoid unsupported conclusions or unnecessary complexity.


Preferred Qualifications

  1. Bachelor's degree or equivalent professional experience in a relevant domain (Medicine, Finance, Engineering, Earth Science, Data Science, Operations, etc.).
  2. At least two years of professional, academic, or research experience working with domain-relevant charts or quantitative data.
  3. Advanced degree, professional credential, or significant industry specialization (highly desirable).
  4. Demonstrated ability to select and interpret complex charts, including those with multiple data series, annotations, or statistical features.
  5. Experience authoring technical assessments, benchmark questions, or structured analytical tasks for learning, analytics, or evaluation purposes.
  6. Proven ability to write unambiguous, objectively answerable questions and communicate calculations clearly in English.
  7. Remote collaboration and asynchronous communication experience with cross-functional technical or research teams.

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