Xperteez Technology
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Role Title: Subject Matter Expert – Chart & Data Visualization Analysis Role Type: Contract Location: Remote Required Skills: • Chart interpretation accuracy • Multi-step quantitative reasoning • Question design / unambiguous task construction • Domain-specific terminology precision • Remote collaboration 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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