TJ Tech
❖ Position Overview
We are developing Freeder – an innovative platform that diagnoses traders’ behavior and provides coaching to improve their trading habits. In this role, we are seeking a Machine Learning / Deep Learning Engineer specialized in behavioral analysis to analyze trading patterns, implement AI-based risk detection, and deliver improvement suggestions as a core function of the product.
❖ Responsibilities
Behavioral Analysis
● Develop models to detect habitual tendencies (e.g., stop-loss avoidance, overtrading, position size escalation) from traders’ historical data.
● Build a behavioral risk scoring system for individual traders.
AI Coaching Development
● Generate personalized coaching messages by combining behavioral features with LLMs (e.g., ChatGPT) and RAG.
● Ensure the validity and safety of AI-generated advice.
Data & Feature Engineering
● Extract and design features from trading logs and time-series data.
● Collaborate with backend engineers to build data pipelines.
Model Evaluation & Operations
● Conduct backtesting and walk-forward testing to evaluate model performance.
● Work with DevOps/MLOps teams to deploy, operate, and monitor models in production.
❖ Competitive salary package, depending on experience and skills
❖ Performance-based incentive compensation
❖ Future executive career path within the company
❖ Annual performance appraisal reviews
❖ 2-month probationary period with 100% salary
❖ 13th month salary
❖ 14th month bonus based on employee performance
❖ Travel opportunities and social activities (e.g., Billiard Club)
❖ Attractive allowances during Vietnamese national holidays
❖ Annual health coverage / HMO
❖ Free meals, snacks, and drinks provided in the office
❖ Other benefits in accordance with Vietnam Labor Law
❖ Stock option program available.
❖ Work in an international environment across Vietnam, Singapore, and Japan.
❖ Opportunity to directly contribute to creating the world’s first “Personal Trading Gym” powered by AI
Mandatory
● Bachelor’s degree or higher in Computer Science, Data Science, Applied Mathematics, or related fields.
● 3+ years of professional experience in machine learning / deep learning.
● Experience handling time-series data or behavioral data.
● Proficiency in Python, PyTorch/TensorFlow, Scikit-learn, SQL.
● Strong knowledge and practical experience in feature engineering.
● Experience working with LLMs (e.g., ChatGPT), including RAG, prompt design, and API integration.
Preferred
● Professional experience in Fintech, Trading, or Behavioral Finance.
● Experience in anomaly detection, recommendation systems, or reinforcement learning.
● Understanding of financial engineering and risk metrics (Sharpe, Drawdown, CVaR, etc.).
● Experience with MLOps tools (MLflow, Airflow, Docker, Kubernetes).
● Strong English communication skills (Japanese or Vietnamese proficiency is a plus).
Ideal Candidate
● Problem-solver with the ability to proactively propose and implement solutions.
● Comfortable working in a fast-paced startup environment.
● Shares our vision of “Financial education, healthier trading practices, and empowering freedom of work.”
Location
● Hanoi, Vietnam (On-site, full-time).
● Remote work or Singapore-based hiring may be considered for exceptional candidates.
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Specialized in exchanges for financial assets and securities. Majority of TJTECH’s customers comes from oversea countries such as Japan, Hong Kong, Taiwan, Singapore, etc.
