CONTRACTORRemoteActive
Subject Matter Expert – Data & Statistical Chart Analysis
micro1 is engaging Subject Matter Experts in Data and Statistical Chart Analysis to support a customer project advancing next-generation AI systems. The role involves interpreting complex data science and statistical visualizations, designing multi-step quantitative reasoning tasks, providing precise analytical explanations, applying exact statistical terminology, and producing objectively verifiable tasks and solutions for rigorous AI training and evaluation. No prior AI experience is required.
Salary
USD25 - USD50 / hour
Department
Data Science, Statistics & AI Evaluation
Experience
2+ years of professional, academic, or research experience working with statistical models, data visualizations, or analytical reporting
Curated by Farooq77 Jobs
Role fit snapshot
- Engagement
- Remote contractor | micro1 application platform
- Experience
- Minimum recorded experience: 2+ years of professional, academic, or research experience working with statistical models, data visualizations, or analytical reporting
- Core expertise
- Data Science, Statistics & AI Evaluation | Data Science | Statistics | Statistical Analysis
- Expected work/output
- Evaluation tasks
- Geographic eligibility
- Not specified beyond Remote
- Listing dates
- Posted 2026-09-17 | Valid through 2026-10-17
- Compensation
- Recorded compensation: $25-$50/hour
Responsibilities
- Interpret complex data science and statistical visualizations using advanced professional judgment.
- Analyze Sankey diagrams, heatmaps, calibration curves, residual plots, correlation matrices, and distribution plots.
- Design clear, objective, multi-step analytical tasks based on challenging visualizations.
- Create questions emphasizing quantitative reasoning beyond surface-level chart reading.
- Provide precise and unambiguous answers with thorough step-by-step written explanations.
- Include explicit calculations, statistical inferences, or modeling logic where required.
- Use accurate data science and statistical terminology throughout all deliverables.
- Ensure correct references to units, scales, axes, legends, and annotations.
- Create tasks requiring graphical reasoning, trend analysis, comparison, interpolation, and statistical inference.
- Avoid ambiguous or subjective prompts when developing evaluation tasks.
- Collaborate remotely through written and verbal communication.
- Incorporate feedback from project stakeholders.
- Maintain consistent and reliable communication.
- Produce objectively verifiable tasks and solutions for AI training and evaluation.
- Support rigorous benchmarking of advanced AI models.
Skills
Data ScienceStatisticsStatistical AnalysisData VisualizationStatistical VisualizationSankey DiagramsHeatmapsCalibration CurvesResidual PlotsCorrelation MatricesDistribution PlotsStatistical ModelsQuantitative ReasoningMulti-Step AnalysisQuestion DesignTask ConstructionGraphical ReasoningTrend AnalysisData ComparisonData InterpolationStatistical InferenceModeling LogicAxes and LegendsUnits and ScalesConfidence IntervalsStatistical AnnotationsTechnical DocumentationAnalytical ReportingAssessment DesignData AnnotationAI TrainingAI EvaluationAI BenchmarkingWritten EnglishVerbal CommunicationRemote Collaboration
Requirements
- Bachelor's degree or equivalent professional experience in Data Science, Statistics, Applied Mathematics, Computer Science, Operations Research, or a related quantitative field.
- Minimum 2 years of professional, academic, or research experience working with statistical models, data visualizations, or analytical reporting.
- Advanced proficiency interpreting axes, legends, units, scales, confidence intervals, and statistical annotations across diverse chart types.
- Strong quantitative reasoning and statistical analysis skills.
- Ability to clearly articulate analytical processes and quantitative reasoning in high-quality written and verbal English.
- Bilingual English proficiency and ideally a second language relevant to the domain.
- Experience with technical documentation, publication, assessment design, or structured analytical task development is preferred.
- Experience producing data-annotation tasks, benchmark questions, technical reports, or related materials for data science, statistics, or AI-driven projects is preferred.
- Strong attention to statistical terminology and analytical accuracy.
- Ability to work reliably in a remote collaborative environment.
- No prior AI experience is required.
Benefits
- Fully remote contractor opportunity.
- Compensation listed at $25–$50 per hour.
- Opportunity to apply data science and statistical expertise to next-generation AI systems.
- Opportunity to work with advanced statistical and data visualization scenarios.
- Opportunity to create quantitative reasoning and graphical interpretation benchmarks.
- Opportunity to contribute expert statistical reasoning to AI training and evaluation.
- Remote collaboration with project stakeholders.
- No prior AI experience required.
Before you apply
- Confirm that your location is eligible for the role.
- Confirm the employment or contract type.
- Verify the current compensation at the official source.
- Review the required skills and experience.
- Check that the listing is still open before applying.
- Never pay a fee to submit a job application.