lightly
lightly7mo ago
New

Freelance Finance Experts at AI Startup

United StatesUnited States·San FranciscoRemoteFreelance
OtherExpert
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Quick Summary

Overview

Lightly AG is an ETH and HSG spin-off pioneering in machine learning and computer vision. Backed by Y Combinator and top-tier investors, our technology is used by global leaders in autonomous driving,

Technical Tools
OtherExpert

This role suits someone with a background in finance, economics, or engineering with experience in any of the following:

  • Corporate Finance
  • Private Equity / Venture Capital
  • M&A / Investment Banking
  • Asset Management
  • Accounting

Estimated project scope of approximately 15 hours/week. Project expected to begin early July.

We are launching a project focused on evaluating AI-generated financial analysis and market event reasoning. You'll review AI outputs covering stock price movements, earnings events, commodity dynamics, and cross-market relationships — and assess whether the AI's logic actually holds up.

You'll be a good fit if you have experience in equity research, financial analysis, or quantitative finance, and are comfortable with:

  • OHLCV (Open, High, Low, Close, Volume) stock data and price-volume relationships
  • Earnings-driven price movements and market event analysis
  • Commodity markets — energy (crude, natural gas), metals (gold, silver, copper), agriculture (corn, soybeans, wheat, coffee)
  • Cross-channel analysis — understanding how price channels and volume interact
  • Financial news verification — checking whether cited market events actually happened

Requirements

~1 min read

You’re a strong candidate if you:

  • Are fluent in English
  • Have strong analytical and quantitative skills and are confident working with financial models and valuation frameworks
  • Communicate clearly and precisely
  • Are based in Zurich

What We Offer

~1 min read
Work directly with a YC-backed team on cutting-edge AI evaluation projects
Competitive compensation tailored to experience and scope of work

Location & Eligibility

Where is the job
San Francisco, United States
Remote within one country
Who can apply
US

Listing Details

Posted
November 19, 2025
First seen
June 23, 2026
Last seen
June 23, 2026

Posting Health

Days active
0
Repost count
1
Trust Level
23%
Scored at
June 23, 2026

Signal breakdown

freshnesssource trustcontent trustemployer trust
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lightlyFreelance Finance Experts at AI Startup