about 23 hours ago
Singapore, Singapore
Senior / Staff+
Responsibilities
- Design, build, and deploy ML models for compliance use cases.
- Own the production infrastructure for compliance ML, including monitoring and retraining workflows.
- Build and maintain internal ML tooling for the team.
- Apply AI-assisted coding and automation in daily workflows.
- Collaborate with data scientists to transition research-stage models to production.
- Ensure models are explainable and documented for governance and regulatory review.
- Stay updated on developments in compliance-relevant ML.
Requirements
- 8+ years in ML engineering or data science with a track record of productionizing models.
- Solid Python skills and experience with ML frameworks and MLOps practices.
- Experience with big data platforms and designing data pipelines.
- Fluency with AI-assisted development tools and their application in engineering.
- Good knowledge of ML fundamentals and compliance problem formulations.
- Familiarity with explainability frameworks and model governance.
- Strong communication skills and a collaborative working style.
- Experience in financial services or crypto exchange compliance is a plus.
- Familiarity with the crypto ecosystem and blockchain analytics is advantageous.
Benefits
- Competitive total compensation package.
- L&D programs and education subsidy for employee growth.
- Various team building programs and company events.
- Wellness and meal allowances.
- Comprehensive healthcare schemes for employees and dependants.
Tech Stack
Apache HadoopApache SparkDatabricksPython
Categories
AI & MLData EngineeringData Science