about 3 hours ago
Taipei, TaiwanMid Level / Senior
Responsibilities
- Build and operate scalable ML and generative AI pipelines for content creation.
- Productionize research prototypes by designing service and API contracts.
- Apply modern ML techniques to enhance creative quality and automation.
- Engineer reliable workflows with validation, retries, and security measures.
- Define and monitor key performance metrics for ad creatives.
- Collaborate with cross-functional teams to translate business needs into ML systems.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Machine Learning, or related field.
- 3+ years of experience in building production software or ML systems.
- Strong Python skills and experience with PyTorch or TensorFlow.
- Practical experience in moving models from prototype to production.
- Familiarity with cloud and ML platform tools like Docker, Kubernetes, and GCP.
- Understanding of production ML concerns such as reproducibility and monitoring.
- Strong debugging skills across distributed systems.