linkedin
LLM Evaluation Assistant
Blue Oak Consulting
Dubai, UAE
Part Time
Entry
Remote
Yesterday
Financial AnalysisAttention to DetailReading ComprehensionExcelCritical ThinkingDocumentation
Free
Job Fit Check
Base Career helps you apply smarter for this job.
?%
Ready to ScanKey skills for this role
Financial AnalysisAttention to DetailReading Comprehension
About the Role
Blue Oak Consulting seeks an LLM Evaluation Assistant to verify the logic and accuracy of model-generated financial insights. This part-time contract role involves reviewing automated outputs for factual accuracy, logical consistency, and economic reasoning.
Key Skills for This Role
Financial AnalysisAttention to DetailReading ComprehensionExcelCritical ThinkingDocumentation
Responsibilities
- Review model outputs for factual accuracy regarding financial metrics and corporate filings
- Test logical consistency of arguments presented by AI tools during investment case analysis
- Flag instances where models use vague language instead of concrete data points
- Compare model generated summaries against source documents to identify omissions or distortions
- Record and categorize errors in reasoning to refine internal workflows
- Assist principals in verifying math behind automated projections
- Document specific prompts used and note variations leading to more reliable results
- Collaborate with team through digital channels to discuss questionable model interpretations
Requirements
- Current pursuit of or recent degree in finance, economics, or related analytical field
- Skeptical mindset and ability to question automated data
- Strong reading comprehension and ability to spot subtle contradictions
- Basic familiarity with financial statements (balance sheets, income statements)
- Comfort working fully remote with written communication
- Proficiency in Excel
- Willingness to perform repetitive tasks with precision
- Organized approach to notes and documentation
Full Job Posting
About Blue Oak Consulting
- Blue Oak Consulting provides independent advisory on pricing, portfolio economics, capital allocation, and acquisition assumptions.
- We interrogate specific commercial decisions where financial stakes are high and existing narrative is not sufficient.
- We work across sectors like software, manufacturing, and healthcare to test assumptions behind growth plans or acquisitions.
- We are a small, principal led firm where the people who do the work are accountable for results.
The Role
- As an LLM Evaluation Assistant, you will work fully remote to test outputs of large language models against real world financial data and logic.
- This is a part time contract position designed for someone who enjoys investigation and has high attention to detail.
What You Will Be Doing
- Reviewing model outputs for factual accuracy regarding financial metrics and corporate filings.
- Testing the logical consistency of arguments presented by AI tools during analysis of investment cases.
- Flagging instances where models use vague language instead of concrete data points.
- Comparing model generated summaries against source documents to identify omissions or distortions of risk factors.
- Recording and categorizing errors in reasoning to help refine the firm's internal workflows.
- Assisting principals in verifying the math behind automated projections to ensure no basic arithmetic errors exist.
- Documenting the specific prompts used to generate outputs and noting which variations lead to more reliable results.
- Collaborating with the team through digital channels to discuss cases where a model's interpretation of a contract is questionable.
What You Bring
- A current pursuit of or recent degree in finance, economics, or a related analytical field.
- A skeptical mindset that does not take automated or provided data at face value.
- Strong reading comprehension skills and the ability to spot subtle contradictions in a text.
- Basic familiarity with financial statements such as balance sheets and income statements.
- Comfort working in a fully remote setting where communication is largely written and focused on results.
- Proficiency in Excel and an interest in how data flows through different analytical systems.
- Willingness to perform repetitive tasks with a high degree of precision and focus.
- An organized approach to notes and documentation to help others review your findings easily.
What We Offer
- A fully remote work schedule that provides flexibility for those with other commitments or studies.
- Attractive pay that is competitive for the role and reflecting the specialized nature of these evaluation tasks.
- Direct exposure to the work of senior principals who have extensive experience in corporate finance and advisory.
- A culture that values plain speaking, honesty, and analytical rigor over office politics.
- Practical experience in the emerging field of AI evaluation within a commercial context.
- Access to complex, real world financial cases that go beyond what is typically taught in a classroom.
- An environment where your findings directly contribute to the quality of advice provided to clients.
Apply for this job in 1 click
Skip the repetitive application forms
Install the Base Career Chrome Extension and autofill job applications across major job boards with your profile.
Trusted by over 500,000 job seekers on Base Career
More from this employer
More jobs at Blue Oak Consulting
LLM Evaluation Assistant
Dubai, UAE
EntryPart Time
Blue Oak Consulting seeks an LLM Evaluation Assistant to review model-generated financial insights for accuracy and logical consistency. This part-time remote role involves testing AI outputs against real-world financial
2 days agoView →
AI Scenario Tester
Dubai, UAE
EntryParttime
The role Blue Oak Consulting is looking for an AI Scenario Tester to support our internal quality assurance workflows. We are looking for someone currently based in United Arab Emirates to join us for this role. This res
1 months agoView →