Remote investment banking jobs

What this work actually involves

Investment banking expertise is used to label and review finance-focused content so machine learning models interpret deals, filings, and market language correctly. Typical tasks include annotating transaction types, tagging sections of prospectuses, classifying earnings-call statements by topic or sentiment, labeling financial entities and relationships, validating numeric extractions from tables or footnotes, and checking model outputs for factual or procedural errors.

Work is usually delivered as project-based tasks with detailed guidelines. You may follow annotation schemas, complete short qualification tasks, do spot-check reviews, or write examples and edge-case notes that teach models how to handle complex, ambiguous finance language.

• Tagging deal types, roles, and parties in pitchbooks and transaction documents.
• Annotating earnings call transcripts for sentiment, question types, or forward guidance.
• Labeling financial entities, instruments, key metrics, and relationships in reports.
• Validating numeric data and context from tables, footnotes, and disclosures.
• Reviewing model responses for accuracy and regulatory sensitivity.

Skills and expertise that help

Strong domain knowledge is the main advantage: familiarity with M&A, capital markets, financial statements, valuation language, and deal documentation reduces ambiguity. Comfort with reading dense documents, spotting subtle shifts in wording, and understanding the practical implications of terms is essential.

Technical and soft skills that improve performance include careful attention to guideline detail, consistent labeling, basic spreadsheet skills for tabular tasks, ability to explain rationale in short comments, and discretion when handling proprietary or sensitive content.

• Investment banking experience, analyst or associate background, or finance graduate training.
• Ability to parse legal-like language in prospectuses, term sheets, and contracts.
• Attention to ambiguity and consistency when applying annotation rules.
• Comfort using spreadsheets or simple annotation tools and writing concise justification notes.

Who tends to do well

People who succeed are often former or current bankers, corporate finance analysts, equity researchers, compliance or risk specialists, and finance-focused consultants who can map professional judgement into clear, repeatable labels. Advanced candidates for specialized projects include technical finance professionals who understand quantitative disclosures, structured products, or regulatory reporting.

Students and early-career finance professionals can also contribute on many projects—especially entry-level annotation or transcription of finance materials—so long as they follow guidance and build up a record of accurate, consistent work.

• Experienced bankers who translate nuanced judgment into consistent labels.
• Analysts and researchers comfortable with earnings materials and numeric detail.
• Compliance or legal operations specialists for projects requiring regulatory awareness.
• Finance students and junior staff who learn quickly from examples and feedback.

How hiring and projects work on OpenTrain

OpenTrain lets you showcase finance expertise in your profile, then apply to projects that need subject-matter annotators and reviewers. Many projects ask applicants to complete a short qualification task or test to verify you understand the task instructions and can meet quality standards.

Assignments are typically remote and time-limited; some are continuous-review roles with regular batches. After qualifying, you’ll receive project instructions, annotation tools or spreadsheets, and a feedback loop that helps you improve and build reputation. Creating an OpenTrain account is free and your profile helps project owners find the right finance expertise.

• Create a free OpenTrain profile and list your investment banking skills and experience.
• Apply and complete any required qualification tasks to demonstrate accuracy.
• Work remotely on batches or continuous review, following detailed labeling guidelines.
• Use feedback to build reputation and access more specialized projects over time.