Transaction Finance Professionals: AI Output Annotation and Ranking
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Terac
US
Summary
Review and rank AI-generated financial outputs for factual accuracy, industry relevance, and logical consistency. Provide detailed annotations to identify errors or hallucinations within complex transaction finance documents.
Job Description
What We're Researching
We're hiring finance experts to evaluate AI-generated outputs related to transaction finance. Our goal is to improve how artificial intelligence processes complex financial data and structures transaction-related information. This work directly feeds into training more accurate and reliable financial models for the industry.
How It Works
During this paid study, you will review various AI-generated documents and data points specific to transaction finance. You will be asked to rank these outputs based on their factual accuracy, industry relevance, and overall quality. Additionally, you will provide detailed annotations to highlight errors or areas where the model's logic breaks down. The work is conducted asynchronously through our remote platform, allowing you to complete tasks at your own pace.
Who This Is For
This opportunity is tailored for professionals with direct experience in transaction finance, investment banking, or corporate development. We welcome financial analysts, transaction advisory specialists, M&A professionals, and corporate finance managers. Ideal candidates have a sharp eye for detail and a strong understanding of financial modeling and transaction workflows.
What You'll Do
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Review AI-generated financial outputs for accuracy and logical consistency
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Rank multiple model responses based on their relevance to transaction finance workflows
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Annotate specific data points to correct errors or highlight hallucinations
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Provide brief written feedback explaining your ranking decisions
Who Should Apply
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Active professional experience in transaction finance, M&A, or investment banking
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Strong understanding of financial modeling and deal structuring
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Comfortable reviewing technical financial documents and data
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Excellent written communication skills for leaving clear annotations
Compensation
$100 per task
Ready to participate?
About Terac
Terac is building the world's largest pool of vetted human experts for AI. Researchers, AI labs, and product teams use Terac to recruit, screen, and pay study participants across industries, languages, and skill sets.
Learn more at terac.com or on YouTube at @jointerac.
Terac is building the infrastructure layer that connects AI systems with on-demand human expertise.
We believe the future of work is shifting: instead of humans using AI to do most tasks, AI will increasingly do most work with the help of humans. In that world, companies won’t need traditional employees - but they will still need people. Terac powers that future by making high-quality human labor accessible through a single API.
Today, Terac operates as an expert network for frontier research. We handle sourcing, verification, screening, and payouts so partners can instantly access specialized talent for research, evaluation, and data generation. Our platform enables companies to tap into niche expertise on demand while focusing on building their core products.
Backed by $9M from Emergence, SignalFire, Audacious, and Z Fellows, we’re scaling from research tooling into a broader marketplace for the human data economy - building systems for expert matching, pricing, routing, and trust that will define how AI and humans collaborate at scale.
Founded
2025
Company size
11-50 employees
Industry
Market Research
Org type
Privately Held
Headquarters
San Francisco, California
Terac is building the infrastructure layer that connects AI systems with on-demand human expertise.
We believe the future of work is shifting: instead of humans using AI to do most tasks, AI will increasingly do most work with the help of humans. In that world, companies won’t need traditional employees - but they will still need people. Terac powers that future by making high-quality human labor accessible through a single API.
Today, Terac operates as an expert network for frontier research. We handle sourcing, verification, screening, and payouts so partners can instantly access specialized talent for research, evaluation, and data generation. Our platform enables companies to tap into niche expertise on demand while focusing on building their core products.
Backed by $9M from Emergence, SignalFire, Audacious, and Z Fellows, we’re scaling from research tooling into a broader marketplace for the human data economy - building systems for expert matching, pricing, routing, and trust that will define how AI and humans collaborate at scale.
Founded
2025
Company size
11-50 employees
Industry
Market Research
Org type
Privately Held
Headquarters
San Francisco, California
