Public Equity Investment Expert
$200 - $300/hour
pay
Required Skills
debt modeling
risk analysis
company debt
capital structures
leveraged bonds/loans
About micro1
micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.
Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for AI.
Job Description

Job Title: Public Equity Investment Expert

Job Type: Contractor

Location: Remote

Job Summary: 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.

Key Responsibilities:

Leverage deep understanding of public equity markets to provide expert evaluation and nuanced feedback on investment scenarios.
Analyze and critique company capital structures, focusing on the intricate interplay between equity, debt, and hybrid instruments.
Utilize advanced debt modeling skills to dissect leveraged bonds and loans, identifying potential risks and opportunities.
Assess risk profiles of public companies with a detailed eye for company debt and credit structures.
Deliver structured, insightful written and verbal explanations that can inform and improve AI systems' understanding of public equity investment dynamics.
Collaborate closely with the customer's team to ensure domain-specific knowledge is accurately captured and integrated.
Contribute to the development of robust datasets and evaluation processes that reflect real-world financial complexity.

Required Skills and Qualifications:

Proven expertise in public equity investments, with a strong focus on capital structures and debt instruments.
In-depth experience with debt modeling and risk analysis in public markets.
Comprehensive knowledge of company debt, leveraged bonds, and loan structures.
Exceptional written and verbal communication skills, with the ability to convey complex financial concepts clearly.
Strong analytical and quantitative abilities; able to synthesize data from multiple sources.
Ability to work independently and as part of a distributed, remote team.
Meticulous attention to detail in documentation and feedback provision.

Preferred Qualifications:

Advanced degree in finance, economics, or a related field.
Experience training or mentoring others on capital structure analysis or debt modeling.
Prior exposure to AI, data annotation, or financial technology projects (a plus but not required).
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