Public Equity Investment Expert

About OpenTrain
OpenTrain is the centralized, open platform where AI training and data-labeling freelancers find work, consolidate opportunities across platforms, and build a unified AI training portfolio they control. We make specialized AI training work easier to track, apply for, and grow into a durable freelance career.

About this role
OpenTrain is recruiting for a Public Equity Investment Expert contractor to contribute domain expertise directly to AI training programs. In this role, the freelancer evaluates investment scenarios, critiques company capital structures, and produces structured expert feedback that shapes how AI models learn to reason about public equity markets, debt instruments, and risk. The work is fully remote and requires deep financial knowledge rather than prior AI experience.

What you will do
- Evaluate investment scenarios using deep knowledge of public equity markets and provide nuanced expert feedback
- Analyze and critique company capital structures, including equity, debt, and hybrid instruments
- Apply advanced debt modeling skills to dissect leveraged bonds and loans, identifying risks and opportunities
- Assess risk profiles of public companies with a focus on company debt and credit structures
- Deliver clear written and verbal explanations that inform and improve AI systems' understanding of public equity investment dynamics
- Contribute to the development of datasets and evaluation processes that reflect real-world financial complexity

Required skills
- 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
- Meticulous attention to detail in documentation and feedback

Helpful background
- Advanced degree in finance, economics, or a related field
- Experience training or mentoring others on capital structure analysis or debt modeling
- Familiarity with IC memos, CIMs, PPMs, PE board decks, and public filings
- Prior exposure to AI, data annotation, or financial technology projects

Schedule and location
This is a fully remote contractor role. Availability and hours per week are flexible and discussed during screening; candidates should be prepared to state their available hours per week.

Why work with OpenTrain
OpenTrain gives freelancers one place to manage AI training opportunities instead of rebuilding proof of work on every platform. A stronger OpenTrain profile helps you show credible experience, discover roles that match your skills, and turn AI training and data-labeling work into a long-term portfolio.