Subject Matter Expert, Chart & Data Visualization Analysis
$25 to $50/hIndicative range provided by micro1
Posted on September 17, 2026 · Applications until November 16, 2026
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The contractor interprets and analyzes domain-specific charts and data visualizations to design quantitative reasoning tasks and step-by-step solutions for AI training. Requirements include a bachelor degree in a relevant field and at least two years of experience working with quantitative data or charts.
Description in English, as published by micro1.
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
- Interpret and analyze domain-specific charts, graphs, and data visualizations with a high level of accuracy and domain terminology precision.
- Design clear, unambiguous questions that require multi-step quantitative reasoning based on information-rich charts.
- Develop objectively answerable tasks focused on in-depth reasoning, calculations, comparisons, and trend analysis.
- Provide precise answers along with detailed, step-by-step explanations of your reasoning and calculation process.
- Utilize correct chart terms, units, axes, scales, legends, confidence intervals, and time periods in all tasks and solutions.
- Collaborate remotely with project coordinators and reviewers, demonstrating strong written and verbal communication skills.
- Ensure tasks are clear, free from subjectivity, and avoid unsupported conclusions or unnecessary complexity.
Preferred Qualifications
- Bachelor's degree or equivalent professional experience in a relevant domain (Medicine, Finance, Engineering, Earth Science, Data Science, Operations, etc.).
- At least two years of professional, academic, or research experience working with domain-relevant charts or quantitative data.
- Advanced degree, professional credential, or significant industry specialization (highly desirable).
- Demonstrated ability to select and interpret complex charts, including those with multiple data series, annotations, or statistical features.
- Experience authoring technical assessments, benchmark questions, or structured analytical tasks for learning, analytics, or evaluation purposes.
- Proven ability to write unambiguous, objectively answerable questions and communicate calculations clearly in English.
- Remote collaboration and asynchronous communication experience with cross-functional technical or research teams.
Required skills
- Chart interpretation accuracy
- Multi-step quantitative reasoning
- Question design / unambiguous task construction
- Domain-specific terminology precision
- remote collaboration
50 openings
About micro1
micro1 is an AI data lab that hires remote experts to train and evaluate models. The original posting is on their site.
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