Machine Learning Engineer

18 hours ago

Singapore PT Bumi Santosa Cemerlang Full time

Overview
As a Machine Learning Engineer (Trading & Financial Intelligence), you will contribute to the development of AI-powered systems and autonomous agents that transform how financial analysis and decision-making are conducted. Working under the guidance of senior team members, you will help build intelligent solutions that analyze markets, extract insights from financial data, and support risk management using machine learning and quantitative techniques. This role offers an excellent opportunity to learn and apply both traditional ML and modern LLM-based approaches to solve real financial problems while collaborating with experienced trading, research, and product teams.
What You Will Be Doing
Assist in designing and implementing machine learning solutions for financial markets, from predictive models to AI agents powered by LLMs
Support the development of intelligent systems using traditional ML approaches (time series analysis, anomaly detection, pattern recognition) and modern agentic frameworks
Help apply quantitative methods and data mining techniques to extract insights from financial datasets under senior guidance
Contribute to building ML pipelines for model development, backtesting, and production deployment with monitoring frameworks
Support research platforms that enable experimentation with both classical statistical models and LLM-based approaches for financial analysis
Work closely with traders, quants, researchers, and senior engineers to understand and help solve complex financial problems
Assist in developing risk assessment and portfolio optimization systems using quantitative methods and AI-driven approaches
Participate in code reviews, documentation, and knowledge sharing to continuously improve technical skills
What You Need to Be Successful in This Role
We welcome all applicants who are eligible to work in Singapore
Bachelor's or Master's degree in Computer Science, Machine Learning, Statistics, Mathematics, Physics, Financial Engineering, or related quantitative field
0-2 years of professional experience in machine learning, data science, or software engineering (internships, projects, and academic experience count)
Solid programming skills in Python with familiarity with scientific computing libraries (pandas, numpy, scikit-learn)
Foundational knowledge of machine learning including supervised/unsupervised learning, basic deep learning concepts, and statistical modeling
Interest in Large Language Models and modern AI techniques - experience with prompt engineering, fine-tuning, or agentic systems is a plus but not required
Strong mathematical and analytical foundation with ability to learn and apply quantitative concepts to practical problems
Experience with data manipulation and basic feature engineering from structured datasets
Eagerness to learn with ability to work collaboratively in a mentorship-oriented environment
Good communication skills to discuss technical concepts and ask questions effectively
Basic understanding of software engineering practices including version control (Git) and testing
Curiosity about financial markets - prior knowledge of trading systems or quantitative finance is beneficial but not required
Academic or personal projects demonstrating ML skills through coursework, competitions, or self-directed learning
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