AI Algo Quant Trader
UBS · Hong Kong
We are looking for an AI Algo Quant Trader to join our algorithmic trading team in UBS Global Markets, specialising in FX Options.This is a senior front-office role combining quantitative research, AI and trading. You will develop and deploy machine-learning-driven approaches to pricing, market-making, execution and automated risk management, taking ideas from research and large-scale data analysis through to live production.
You will also help shape the team's AI strategy, identify new opportunities and provide technical leadership across quantitative trading and AI.
Responsibilities
• AI-Driven Trading Strategies: Design, back-test and implement systematic trading strategies using quantitative, machine learning and AI techniques.
• Advanced Quantitative Research: Apply statistical learning, deep learning, time-series modelling and other modern AI methods to pricing, quoting, execution, liquidity and automated risk management.
• Signal & Data Research: Extract predictive information from large-scale market, trading and client datasets, developing robust features and models for noisy and non-stationary financial data.
• Full Lifecycle Ownership: Take models from research and validation through coding, deployment and real-time monitoring, with rigorous attention to out-of-sample performance, overfitting, model drift and changing market regimes.
• Trading Performance: Analyse strategy performance, PnL and risk exposures, using empirical evidence to enhance existing models and identify new trading opportunities.
• Technical Leadership & Innovation: Originate research ideas, challenge modelling assumptions, mentor colleagues and work closely with traders, quants and engineers to integrate AI-driven strategies into our e-trading platform.