Our company is at the forefront of innovation in financial technology. Our mission is to develop an AI-driven platform that predicts market trends, empowering retail investors with the tools previously only accessible to professionals. We're looking for a talented Senior Machine Learning Developer with an interest in finance to join our growing team in our Singapore office.
Job Responsibilities:
- Focuses on bridging financial models to machine learning and deep learning models to financial models.
- Focuses on bridging manual subject matter experts’ rule-based financial strategies to ML/AI strategical agents such as multi-agent modelling, macro-micro model ensembles.
- Combine statistical and non-statistical models via meta-learners.
- Range of work scope may involve that extends but not limited to: AI Stock Screener using Bayesian Modelling etc., AI Portfolio Optimization using Reinforcement Learning, AI Stock Trends Prediction using PyTorch Forecasting etc.
- Combine classical model evaluation with financial trading evaluation metrics such as Sharpe, Turnover, Fitness, Returns, Drawdown, Margin, Long Count, Short Count, Sector/Subindustry Allocations etc.
- Part of a sub-team focusing on full autonomous AI Trading under a larger trading division.
Job Requirements:
- Bachelor’s degree of Financial Engineering Background or relevant qualifications.
- Possess stack: PyTorch/Tensorflow, Python, R and SQL.
- Experiences in Alpha generations and metrics evaluation contextualization to financial trading metrics.
- Able to explain the meaning behind ‘everything is AI but nothing is AI’.
** Salary will be commensurate with the candidate's level of experience and qualifications, reflecting our commitment to equitable compensation practices
