Staff, Machine Learning Engineer - Coupang Play
Seoul, South Korea
KRW 31000K-31000K (estimate) Senior-level Full Time
Tasks
- Build and operate real time inference systems
- Collaborate with scientists engineers product managers and domain experts
- Design end to end machine learning platform
- Develop machine learning APIs
- Ensure machine learning system reliability availability observability and efficiency
- Improve recommendation quality and personalization
- Manage production ML operations monitoring alerts model performance and data quality
- Process data and engineer features
- Provide technical leadership for machine learning platform architecture and engineering best practices
- Run machine learning experiments
- Train, evaluate, deploy, and monitor models
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Apache Airflow | Apache Spark | CI/CD | Cloud infrastructure | Containers | Data Engineering | Distributed Systems | Feature Engineering | Fine Tuning | GPU Computing | Kubernetes | Language Models | Large Language Models | Latency optimization | Learning operations | Machine Learning | Machine Learning Operations | Microservices | Model Deployment | Model Evaluation | Model Serving | Monitoring | Multimodal Models | Observability | PyTorch | Python | Ranking Models | Real Time | Real-time Inference | Recommendation Systems | Video Understanding
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