Machine Learning Engineer — Risk & Ai
Okx
San Jose
Who We Are
About the Opportunity
What You’ll Be Doing
- Build, evaluate, and deploy machine learning models for fraud and risk detection.
- Improve data quality, features, and model performance, balancing fraud detection with customer experience.
- Develop AI agents to support investigations, summarize cases, retrieve evidence, and automate routine workflows.
- Use AI coding tools to accelerate development, testing, and debugging while reviewing and validating their output.
- Work with engineering, product, and risk teams to deploy solutions and monitor their impact.
What We Look For In You
- A strong foundation in machine learning, with hands-on experience in deep learning and tree-based models such as XGBoost or LightGBM.
- Strong Python skills and experience training, evaluating, and deploying models.
- Some practical experience building AI agents or LLM applications, including tool calling, retrieval, or workflow automation. Prototypes and personal projects are welcome.
- Regular use of AI coding tools, with the ability to understand, test, and improve generated code.
- Familiarity with databases and data pipelines for preparing training data and supporting ML workflows.
- Good problem-solving, communication, and collaboration skills.
Nice to Haves
- Experience in account takeover (ATO), scam detection, or other fraud and risk use cases.
- Experience with LLM training, fine-tuning, evaluation, and alignment.
- Experience with reinforcement learning algorithms and their practical implementation.
- Experience with real-time ML systems, imbalanced datasets, or model explainability.
- Prior fraud or risk experience is helpful
- Fluency in Mandarin
Perks & Benefits
- Competitive total compensation package
- L&D programs for employees' growth and development
- Various team building programs and company events
- Wellness and meal allowances
- Comprehensive healthcare schemes for employees and dependants
- More that we love to tell you along the process!
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