Finance Research Specialist
Keystone Recruitment
Job Overview
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Job Description
Job Summary: Finance Research Specialist
Keystone Recruitment is seeking a Finance Research Specialist for a global remote contract role. This position involves leveraging your financial expertise to enhance AI model responses to complex financial queries. You will play a crucial role in creating high-quality training data by meticulously evaluating, analyzing, and annotating AI-generated outputs, ensuring they are accurate, clear, and applicable to real-world financial scenarios across banking, accounting, and investment sectors.
Project Overview
Partner with leading AI labs to significantly improve conversational AI systems designed to handle diverse financial topics. Your professional insights will be instrumental in ensuring that model outputs demonstrate precise reasoning, effective communication, and practical relevance across various financial contexts, including banking, accounting, and investment management.
Detailed Responsibilities
- Response Evaluation (60%): Rate LLM-generated answers to financial user queries for accuracy and clarity, identifying factual errors, faulty assumptions, and reasoning gaps. Score responses using established financial evaluation rubrics and compare model outputs against trusted public sources and industry standards.
- Prompt Refinement (20%): Author precise prompts designed to elicit target financial reasoning. Test the effectiveness of these prompts across multiple model versions and document optimal prompt structures for various financial contexts.
- Annotation & Feedback (20%): Provide detailed annotations that explain evaluation decisions. Flag subtle conceptual issues and edge cases, and suggest improvements for the tone, completeness, and professional communication of AI responses.
Required Expertise
- Professional finance experience in areas such as banking, accounting, investments, or corporate finance.
- Advanced understanding of financial concepts and strong quantitative reasoning abilities.
- Proven experience in clearly explaining complex financial topics to a wide range of audiences.
- Exceptional attention to detail and strong analytical precision.
- Comfortable using digital evaluation platforms and working within structured workflows.
Technical Requirements
- Reliable high-speed internet connection.
- Proficiency with standard office software, including Excel, Word, and PDF annotation tools.
- Familiarity with online research methodologies and public financial databases.
Success Metrics
- Achieve a 95%+ first-pass quality acceptance rate.
- Complete 12-18 evaluations per week at target complexity.
- Ensure zero critical factual errors in annotations.
- Provide actionable and reproducible feedback for continuous model improvement.
Project Timeline & Compensation
- Onboarding: Involves a resume review and a finance knowledge screening, typically taking 2-3 days.
- Duration: The initial project spans 4-8 weeks, with potential opportunities for extension.
- Schedule: Flexible, self-managed weekly commitment within minimum hour requirements.
- Payment: Compensation is provided weekly via international platforms upon quality approval.
Ideal Candidate Profile
This role is ideally suited for professionals such as investment banking analysts/associates, corporate finance professionals, public/private accountants (CPA/CMA preferred), asset management/portfolio analysts, financial planning & analysis specialists, and economics researchers with a strong background in finance applications.
Key skills/competency
- Financial Analysis
- AI Model Evaluation
- Quantitative Reasoning
- Data Annotation
- Financial Accounting
- Investment Banking
- Market Research
- Prompt Engineering
- Financial Reporting
- Risk Management
How to Get Hired at Keystone Recruitment
- Research Keystone Recruitment's culture: Study their mission, values, recent news, and employee testimonials on LinkedIn and Glassdoor.
- Tailor your resume: Customize your resume to highlight professional finance experience, AI evaluation skills, and quantitative reasoning specific to the Finance Research Specialist role.
- Showcase financial expertise: Prepare to discuss specific examples of your experience in banking, accounting, or investments, emphasizing problem-solving and analytical precision.
- Demonstrate communication skills: Practice clearly articulating complex financial concepts, as this is crucial for providing effective feedback and annotations to AI models.
- Highlight remote work capabilities: Emphasize your ability to work independently, manage flexible schedules, and utilize digital evaluation platforms effectively.
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