Machine Learning Engineer
2 days ago
This is an individual contributor role based in Singapore.
Responsibilities
- Ensure machine learning models and data pipelines are deployed successfully
- Develop and maintain backend services for data and machine learning
- Optimise and manage databases
- Deploy applications to AWS cloud, leveraging on the full spectrum of AWS cloud services
- Automate model training, testing and deployment using CI/CD
- Understand and implement metrics to verify effectiveness and soundness of the machine learning mod
Requirements
- Degree holder
- At least 5 years' experience in roles of similar capacity
- Hands-on working knowledge in:
Python (Pandas, Pytorch)
AWS, CI/CD, Dockers
Databases
Preferred Requirements
- Previous work experience in Investment Banking com
- Hands-on knowledge in AWS Machine Learning, Dogster, Airflow
TensorFlow
Machine Learning
Pandas
Airflow
Big Data
Pipelines
Data Structures
Mathematics
Investment Banking
PyTorch
Python
Cloud Services
Statistics
Data Science
Java
Databases
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