Finance Experts (Company Analysis) - IB, M&A, Equity
WFA Digital Insight
Vetto’s Finance Experts project sits at the crossroads of high‑stakes corporate finance and cutting‑edge AI training. Unlike typical analyst gigs, the work focuses on turning ambiguous, real‑world finance problems into precise answer keys and grading rubrics that power large language models. The role demands a senior‑level eye for sector‑specific drivers, the ability to dissect three‑to‑four years of financial statements, and the skill to flag red‑flags that only seasoned bankers spot. Candidates will be operating in a fully remote, asynchronous environment, handling short, task‑based assignments that still require deep sector knowledge. Success hinges on rigorous analytical thinking, strong written English, and comfort delivering concise, defensible conclusions on complex financial data.
Job Description
About Vetto
Vetto is a tech company focused on building and scaling high-quality datasets for artificial intelligence systems.
We work at the intersection of human expertise and AI, ensuring that models are trained on technically accurate, well-defined, and realistic data.
Our projects support the training and evaluation of Large Language Models (LLMs), where technical rigor and correctness are non-negotiable.
About the Project
The goal is to create gold-standard answer keys and grading rubrics for intentionally ambiguous finance questions, grounded in real company filings.
Priority areas: Investment Banking / Private Equity / M&A / Equity Research / Asset Management
Responsibilities
• Define and justify appropriate and essential metrics and KPIs by sector / stage / business model
• Interpret 3–4 years of results, including one-offs, accounting effects, mix, and cycle
• Apply sector-specific repertoire: drivers, essential KPIs for that market, red flags, and typical patterns
Requirements
• Minimum of 4 years of experience in the field
• Strong command of corporate finance and market analysis
• Above-average depth in at least one GICS sector
• Advanced English
Required Profile
This role is designed for senior-level experts with real market experience
Work Model & Compensation
• Remote and asynchronous
• Estimated dedication: ~10 hours total (may extend up to ~15h depending on pipeline needs)
• Work format: task-based (typical task: 30–60 minutes)
• Compensation: USD 100/hour
Please fill out the form carefully. The information below will be used for screening and contact.
How to Stand Out
- Prepare a concise portfolio that showcases deep‑dive analyses of real company filings, highlighting KPI selection and interpretation.
- Emphasize any prior experience with ambiguous or complex finance questions and how you resolved them.
- Demonstrate advanced English writing skills by submitting a short writing sample that explains a financial concept clearly.
- During interviews, be ready to walk through a multi‑year financial statement, pointing out one‑offs and sector‑specific red flags.
- Highlight familiarity with remote, task‑based work and your ability to deliver high‑quality output in 30‑60 minute blocks.
- When discussing compensation, reference the stated USD 100/hour rate and align your expectations with the task‑based model.
- Watch for any requirement that exceeds the advertised time commitment; ensure the project scope matches your availability.
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