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Why this grade This listing scored 83/100, which is a B. It lost the most ground on corroboration. See the breakdown
- Pay transparency 25 / 25 A published salary range, worth more than any other single factor because it is what a candidate cannot find out without applying.
- Description depth 20 / 20 How much the posting actually says about the work, measured in characters of real text.
- Remote clarity 15 / 15 Whether "remote" means anywhere, or is quietly restricted to one country.
- Freshness 12 / 15 How recently it was posted. Older postings are likelier to be filled or abandoned.
- Role specificity 6 / 10 Whether the listing is tagged well enough to tell what the role actually is.
- Corroboration 5 / 10 Whether more than one source carries this listing.
Every figure above is arithmetic over the posting itself — its salary field, its text, its age, its tags and how many sources carry it. How the grades work →
Mid level Senior Contractor
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.
Originally posted on Himalayas
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Where this listing came from
- 17 Sep 2026 Himalayas first sighting
Seen on 1 board over 0 days.