Subject Matter Expert – Chart & Data Visualization Analysis (AI Training)

micro1; United States; Remote; USD 55,000 - 83,000; Part time

Job summary

micro1 seeks a Subject Matter Expert in Chart & Data Visualization Analysis (AI Training) for a remote contractor role. You will interpret domain-specific charts, craft multi-step quantitative questions, and develop rigorously reasoned tasks with clear explanations to guide AI training processes.

The role emphasizes precise use of chart terminology, data interpretation, and strong written/verbal communication while collaborating asynchronously with the project team.

Qualifications

• Bachelor's degree or equivalent in a relevant field (Medicine, Finance, Engineering, Earth Science, Data Science, Operations, etc.).
• At least two years of professional, academic, or research experience with domain-relevant charts or quantitative data.
• Advanced degree or professional credential is highly desirable.
• Ability to select and interpret complex charts with multiple data series and annotations.
• Experience authoring technical assessments or structured analytical tasks for learning or evaluation.
• Proven ability to write unambiguous, objectively answerable questions and communicate calculations in English.
• Remote collaboration and asynchronous communication with cross-functional teams.

Responsibilities

• Interpret and analyze domain-specific charts, graphs, and data visualizations with high accuracy and domain terminology precision.
• Design clear, unambiguous questions requiring multi-step quantitative reasoning based on information-rich charts.
• Develop objectively answerable tasks focusing on reasoning, calculations, comparisons, and trend analysis.
• Provide precise answers with detailed, step-by-step explanations of reasoning and calculation processes.
• Use correct chart terms, units, axes, scales, legends, confidence intervals, and time periods in all tasks and solutions.
• Collaborate remotely with project coordinators and reviewers with strong written and verbal communication.

Skills

Data visualization

Quantitative reasoning

Domain knowledge

Written communication

Verbal communication

Remote collaboration

Education

Bachelor's degree or equivalent

Advanced degree desirable

Job description

Role Title: Subject Matter Expert – Chart & Data Visualization Analysis (AI Training)

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