Freelance Finance Expert

🕒 August 17

🇺🇸 United States – Remote

⏳ Contract/Temporary

🟡 Mid-level

🟠 Senior

💸 Financial Planning and Analysis (FP&A)

👻 Ghost score 17%

What it means: how likely this posting is sitting open without active hiring.How to read it: 60% or higher means we think this is a ghost. Lower scores are less of a worry.How we score it: age, reposts, open roles vs team size, how fast jobs close, and whether pay is listed.Fine print: an estimate from public data, not a judgment of the company. Real jobs can score high, so treat it as a hint, not a fact.

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Lightly

WebsiteLinkedInAll Job Openings

11 - 50 employees

Founded 2019

🤖 Artificial Intelligence

🤝 B2B

☁️ SaaS

Artificial Intelligence • B2B • SaaS

Lightly is a company that specializes in optimizing machine learning workflows by selecting the most valuable data for training AI models, thereby reducing redundancy and bias. Their innovative toolkit supports advanced vision-language and generative AI development, enabling enterprises, researchers, and startups to manage their data and machine learning pipelines more efficiently. Through solutions like Lightly One, Edge, and Train, they help customers significantly improve model performance while minimizing data labeling costs.

📋 Description

• Review AI-generated financial analysis and market event reasoning • Evaluate AI outputs covering stock price movements, earnings events, commodity dynamics, and cross-market relationships • Assess whether the AI's logic holds up • Verify cited financial news and whether market events actually happened • Analyze OHLCV stock data and price-volume relationships • Analyze earnings-driven price movements and market events • Evaluate commodity market dynamics across energy, metals, and agriculture • Perform cross-channel analysis of price channels and volume interactions

🎯 Requirements

• Background in finance, economics, or engineering • Experience in corporate finance, private equity/venture capital, M&A/investment banking, asset management, or accounting • Experience in equity research, financial analysis, or quantitative finance • Comfortable working with OHLCV stock data and price-volume relationships • Knowledge of earnings-driven price movements and market event analysis • Knowledge of commodity markets, including energy, metals, and agriculture • Understanding of price channels and volume interactions • Ability to verify cited financial news and market events • Fluent in English • Strong analytical and quantitative skills • Confidence working with financial models and valuation frameworks • Clear and precise communication

🏖️ Benefits

• Competitive compensation tailored to experience and scope of work • Work directly with a YC-backed team on cutting-edge AI evaluation projects