Staff or Senior Staff Machine Learning Engineer, Recommendation Algorithm
Shibuya, Tokyo, Japan
JPY 8600K-9700K (estimate) Senior-level Full Time
Tasks
- Adopt foundation models and LLMs for ranking
- Apply graph neural networks for recommendation
- Apply reinforcement learning for optimization
- Build ML pipelines for data ingestion and feature engineering
- Define machine learning technical roadmap
- Define measurable KPIs for ranking
- Design scalable low latency ranking systems
- Develop multi task learning frameworks
- Drive A B testing strategy
- Implement online inference and monitoring
- Manage model lifecycle with MLOps
- Mentor engineers and conduct design reviews
- Perform offline to online correlation analysis
- Translate business objectives into technical requirements
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | B testing | Data Ingestion | Deep learning | Distributed Computing | Embeddings | Feature Engineering | Foundation Models | Graph Neural Networks | Language Models | Large Language Models | MLOps | Machine Learning | Mixture of Experts | Model Monitoring | Neural Networks | Online Inference | Ranking | Ray | Recommendation Systems | Reinforcement Learning | Spark | Transformers
Education
N/A
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