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AI Earnings Call Signal Extraction Engineer

Quelion Intelligence

On-site · Negotiable / Competitive · Full-time · Posted 1 month ago

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About the role

Quelion Intelligence builds research tools for hedge funds and asset managers. Every quarter, thousands of earnings calls happen in a span of a few weeks, and our clients want to know within minutes what changed: guidance language, management hesitation, analyst pushback. This role builds the NLP that extracts those signals from call transcripts and links them to market reactions. You'll work on-site in our Manhattan office with two quantitative researchers who will hold your signals to strict backtesting standards. If a feature doesn't survive out-of-sample testing, it doesn't ship.

Responsibilities

  • Build models that detect guidance changes, hedging language and tone shifts in transcripts
  • Link extracted signals to price and volume reactions for backtesting
  • Partner with quant researchers to validate signals out of sample
  • Deliver signals to clients within 10 minutes of transcript availability

Requirements

  • Several years of applied NLP experience, ideally on financial text
  • Solid statistics and understanding of look-ahead bias and overfitting
  • Strong Python and experience with transformer models
  • Willing to work on-site in New York four days per week

Benefits

  • On-site in Manhattan, four days a week
  • Base pay plus performance bonus
  • Premium health coverage
  • Daily lunch stipend
  • Annual conference budget

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Categories

NLP & Prompt Engineering Data Science & Analytics

Skills

python hugging face pandas statistics sql

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Job Type

Full-time

Level

Mid-Level

Language

English

Salary Range

Negotiable / Competitive

AI Expertise

NLP & Prompt Engineering Data Science & Analytics

Skills

python hugging face pandas statistics sql llamaindex

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