Remote Finance & Accounting Rubric Designer

Dover; United States; Remote; USD 114,000 - 162,000; Full time

Job summary

Dover is seeking a Finance & Accounting Specialist for Rubric Design. This remote US contract role involves creating advanced finance tasks, designing scoring rubrics, and evaluating AI-generated analyses to ensure accuracy and strong reasoning.

Candidates should have a deep background in finance and accounting, plus experience in rubric-based assessments and QA. The position emphasizes professional standards, detailed financial scrutiny, and capability to train AI systems with robust reference

Qualifications

• Bachelor’s degree or higher in Finance, Accounting, Economics, Business, Applied Mathematics, or related discipline.
• Professional certifications such as CPA, CFA, ACCA, ACA, CMA, FRM, or equivalent are strongly preferred where applicable.
• Strong professional proficiency in English, minimum C1.
• 3+ years of professional experience in finance, accounting, investment analysis, corporate finance, financial reporting, audit, consulting, risk, or related field.
• Strong knowledge of professional methodologies, calculations, assumptions, and analytical standards relevant to your specialty.
• Ability to create realistic professional finance or accounting tasks that require judgment rather than simple factual recall.
• Strong ability to design detailed rubrics covering accuracy, methodology, assumptions, completeness, materiality, reasoning quality, and professional presentation.
• Ability to distinguish between calculation errors, methodological errors, unsupported assumptions, and reasonable professional differences.
• Comfortable critiquing rubrics created by other finance or accounting experts.
• High attention to detail when reviewing numerical accuracy, financial logic, terminology, assumptions, reconciliations, and conclusions.
• Experience with training, examination writing, audit review, investment committee review, financial QA, research review, or professional assessment is strongly preferred.
• Prior experience with AI evaluation, model benchmarking, annotation, RLHF, or rubric-based scoring is preferred.

Responsibilities

• Create professional finance tasks: Develop challenging financial, accounting, valuation, investment, audit, or analytical problems.
• Design scoring rubrics: Define the calculations, assumptions, reasoning, and professional considerations expected in strong responses.
• Evaluate financial outputs: Review AI-generated analyses for accuracy, methodology, logic, and completeness.
• Assess professional judgment: Determine whether assumptions and conclusions are reasonable and sufficiently supported.
• Identify material errors: Detect incorrect calculations, accounting treatment, valuation logic, financial interpretation, or risk analysis.
• Critique peer rubrics: Review criteria for ambiguity, missing components, duplication, excessive subjectivity, or technical errors.
• Develop reference content: Produce high-quality analyses, solutions, critiques, and explanations.
• Support AI training: Generate tasks, rubrics, evaluations, preferences, and reference-answer pairs suitable for RL and SFT.
• Maintain professional standards: Ensure outputs reflect appropriate finance and accounting conventions and terminology.

Skills

Finance

Accounting

Corporate Finance

Investment Analysis

Financial Modeling

Valuation

Audit

Financial Reporting

English

Expert Review

Model Evaluation

Professional Judgment

Rubric Writing

Rubric Design

AI Evaluation

Risk Management

Job description

Dover is seeking a Finance & Accounting Specialist for Rubric Design. This remote US contract role involves creating advanced finance tasks, designing scoring rubrics, and evaluating AI-generated analyses to ensure accuracy and strong reasoning.

Candidates should have a deep background in finance and accounting, plus experience in rubric-based assessments and QA. The position emphasizes professional standards, detailed financial scrutiny, and capability to train AI systems with robust reference