Use your quantitative expertise to create rigorous questions, calculations, and explanations from complex charts and data visualizations. This remote contractor role offers 20+ hours per week at $25 to $50 per hour.
About OpenTrain
OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. Create a free account to build a professional profile, discover specialized projects, and apply in minutes while developing a lasting portfolio of AI training work.
- Build a profile that showcases your analytical experience and completed AI training work.
- Discover opportunities that match your skills and grow your career in a fast-moving field.
About AI Training Work
AI training is the human side of building artificial intelligence. People create, review, and explain high-quality examples that help AI systems understand information, reason accurately, and produce more useful responses. This remote work can offer flexible part-time schedules while allowing contributors to influence how advanced AI is built.
- Work remotely with a computer and internet connection.
- Contribute to cutting-edge AI systems through careful analysis and human judgment.
- Use domain knowledge, quantitative reasoning, and clear communication to improve model performance.
The Role
OpenTrain is recruiting a Chart and Data Visualization AI Training Expert to create rigorous training tasks from domain-specific charts, graphs, and data visualizations. You will help improve AI reasoning by turning information-rich visual data into objectively answerable questions, accurate solutions, and detailed explanations.
This contractor, part-time opportunity is suited to professionals who combine domain knowledge with careful quantitative analysis and precise communication. The role is listed as entry level and requires at least two years of professional, academic, or research experience working with quantitative data or domain-relevant charts.
- Compensation: $25 to $50 USD per hour.
- Time requirement: 20+ hours per week.
- Work arrangement: Remote and asynchronous collaboration.
- Engagement: Part-time contractor role.
- Primary language: English.
What You’ll Do
You will transform complex visual data into structured analytical tasks that test meaningful reasoning rather than guesswork. Each task should be clear, objective, appropriately challenging, and supported by the information shown in the source visualization.
You will collaborate remotely and asynchronously with coordinators and reviewers while maintaining high standards for accuracy, clarity, and technical communication.
- Interpret complex charts and graphs using accurate domain terminology.
- Design questions involving multi-step reasoning, calculations, comparisons, and trend analysis.
- Produce precise answers with step-by-step explanations of the reasoning and calculations.
- Account for data series, annotations, units, axes, scales, legends, confidence intervals, and time periods.
- Review tasks for clarity, objectivity, appropriate complexity, and unsupported conclusions.
Requirements
A bachelor’s degree or equivalent professional experience in medicine, finance, engineering, earth science, data science, operations, or another related quantitative field is preferred. Relevant advanced education, professional credentials, or specialized industry expertise is helpful.
You should be able to analyze charts with multiple data series, annotations, and statistical features, then communicate calculations and conclusions clearly in written and verbal English. Experience creating technical assessments, benchmark questions, or structured analytical tasks is valuable.
- At least two years of professional, academic, or research experience with quantitative data or domain-relevant charts.
- Ability to interpret complex charts with multiple data series, annotations, and statistical features.
- Strong multi-step quantitative reasoning, including calculations, comparisons, and trend analysis.
- Ability to write objectively answerable questions and explain calculations precisely.
- Relevant domain expertise, degree, credential, or equivalent experience in a quantitative field.
- Clear written and verbal English communication for technical analytical tasks.
Who Should Apply
Apply if you are comfortable moving between visual data interpretation, quantitative reasoning, and careful written explanation. This role may suit professionals or researchers with experience in a quantitative field, as well as candidates who have created assessments, benchmark questions, or other structured analytical materials.
The work requires disciplined attention to units, scales, statistical features, and evidence. You should be prepared to distinguish supported conclusions from claims that a chart cannot establish.
- Quantitative analysts, researchers, educators, engineers, and data-focused professionals.
- Candidates with experience in medicine, finance, engineering, earth science, data science, operations, or related fields.
- Professionals who can explain complex calculations in precise, accessible English.
How to Apply Through OpenTrain
Create a free OpenTrain account, build your profile around your quantitative and analytical experience, and apply in minutes. OpenTrain helps contributors organize their AI training career, demonstrate credible experience, and find projects aligned with their skills.
As an AI training contributor, your work helps prepare the examples and evaluations modern AI systems need to reason more effectively about real-world information.
- Create or update your free OpenTrain profile.
- Highlight relevant education, credentials, research, chart analysis, and technical assessment experience.
- Apply for this contractor opportunity and manage your AI training career through OpenTrain.