Machine Learning Engineer Lead
CNY 300K-500K (estimate) Senior-level Full Time
Tasks
- Build retrieval-augmented generation pipelines
- Collaborate with product legal data engineering and DevOps teams
- Define engineering standards and best practices
- Design model serving APIs
- Develop and deploy machine learning models
- Drive CI CD pipelines and testing practices
- Evaluate machine learning models
- Implement feature engineering pipelines
- Lead machine learning and AI system architecture
- Mentor machine learning engineers
- Review system design across data model and service layers
- Scale production machine learning systems
Perks/Benefits
- Annual Medical Checkup
- Flexible benefits
- Life insurance
- Long service award
- Medical insurance
- Paid time off
- Parental leave
- Sabbatical
- Study assistance
Skills/Tech-stack
API Development | AWS | Asynchronous programming | CI/CD | Cloud platform | Data Pipelines | Deep learning | Dependency management | Distributed Systems | Docker | Embeddings | FastAPI | Feature Engineering | Fine Tuning | Flask | Google Cloud | Google Cloud Platform | Integration Testing | Kubernetes | Language Models | Language Processing | Large Language Models | Machine Learning | Microsoft Azure | Model Evaluation | Multiprocessing | Natural Language | Natural Language Processing | Object-Oriented | Object-oriented design | Packaging | PyTorch | Python | Retrieval-Augmented Generation | Scikit-learn | Service Oriented | Service-Oriented Architecture | TensorFlow | Type hinting | Unit Testing
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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