Senior Manager, Machine Learning Engineer, Asia
HKD 115K-185K (estimate) Senior-level Full Time
Tasks
- Build reusable ML and LLM platform components and SDKs
- Codify standards patterns and reusable templates
- Define data quality and data contracts
- Design build and operate data pipelines for machine learning and GenAI
- Establish model monitoring for performance data drift and safety
- Evaluate new ML and GenAI tools and frameworks
- Implement production CI CD pipelines
- Own model lifecycle training evaluation optimization deployment monitoring and improvement
- Perform feature engineering and dataset versioning
- Provide technical guidance on data and modeling
- Translate requirements into scalable AI solutions
Perks/Benefits
Skills/Tech-stack
Apache Spark | Azure | Azure OpenAI | CI/CD | Data Drift | Data Drift Detection | Data Modeling | Databricks | Delta Lake | Deployment Monitoring | Distributed Systems | Drift Detection | Feature Engineering | Kubernetes | LLMOps | Langchain | MLOps | Machine Learning | Model Optimization | Model Registry | Prompt management | PySpark | Python | Retrieval systems | SQL | Transformers | Vector Databases
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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