3 days ago
Taipei, TaiwanSenior
Responsibilities
- Design, train, and deploy machine learning models for CTR, CVR, and value prediction.
- Own the machine learning lifecycle from research and prototyping through production deployment, A/B testing, monitoring, and optimization.
- Build and evolve large-scale ML models serving low-latency, high-throughput production traffic.
- Analyze auction and marketplace data to identify modeling opportunities and produce measurable business impact.
- Partner with Product, Engineering, and Business teams to develop scalable machine learning solutions for marketplace goals.
- Mentor junior engineers and contribute to technical design reviews, code reviews, and deep technical investigations.
Requirements
- 4+ years of experience building machine learning and deep learning solutions end-to-end, from research and experimentation through production.
- MSc or PhD in Computer Science, Mathematics, Engineering, Statistics, or a related field.
- Strong foundations in machine learning, optimization, and statistical modeling.
- Strong software engineering skills in Python or Java, with experience developing production ML systems.
- Ability to take machine learning models from prototype to scalable, high-performance production environments.
- Experience using AI coding tools such as Claude Code or Cursor.
- Experience in recommendation systems is a bonus.
Benefits
- Comprehensive benefits, a fully stocked kitchen, and location-specific perks.
- Hybrid work model with 3 days in-office and the option to come in more often if desired.
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