Quantitative Researcher (Boston)

AAA Global
Boston, MA

Quantitative Researcher (TCA / Execution Modelling) – Global Equities

Role Overview

We are seeking a Quantitative Researcher focused on execution modelling and transaction cost analysis (TCA) within a high-performance equities trading environment.

This role sits at the intersection of quant research, execution optimisation, and portfolio construction , with responsibility for building and enhancing models that directly impact trading performance across $1B+ in daily global equity notional .

The position is not an execution trading role, it is a research-driven position requiring strong alpha-oriented thinking applied to execution and market microstructure .

Key Responsibilities

  • Develop, maintain, and enhance transaction cost models (TCA) and execution forecasting frameworks used in portfolio optimisation
  • Analyse and model market impact, slippage, liquidity, and execution risk across global equity markets
  • Partner closely with trading and portfolio teams to monitor and improve execution quality
  • Apply market microstructure expertise to identify inefficiencies and drive execution alpha
  • Contribute to alpha research initiatives , particularly where execution signals or microstructure insights can provide edge
  • Work with large-scale trading datasets to build robust, data-driven models for cost prediction and optimisation
  • Continuously refine processes to improve scalability, accuracy, and performance of execution analytics

Candidate Profile

  • 1–6 years of experience as a Quantitative Researcher in a buy-side environment (preferred)
  • Strong candidates from asset managers / long-only firms with relevant experience also considered
  • Exceptional candidates from sell-side trading desks will be considered
  • Strong academic background in a quantitative discipline (e.g. Mathematics, Physics, Computer Science, Engineering)

Required Skills & Experience

  • Strong understanding of equity market microstructure (order books, liquidity, impact, execution strategies)
  • Experience building or working with transaction cost models / execution analytics
  • Demonstrated research experience (alpha or signal development) — not purely execution/trading
  • Proficiency in Python and/or other quantitative programming languages
  • Experience working with large, high-frequency datasets
  • Strong statistical and modelling skills

Nice to Have

  • Experience integrating execution models into portfolio optimisation frameworks
  • Exposure to systematic trading or quant equity strategies

Key Differentiator

This is a research-first role , not an execution seat. The focus is on modelling, alpha-adjacent research, and improving trading outcomes through data and microstructure insight , rather than trade execution itself.

Posted 2026-04-27

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