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 model
Requirements
- Comfortable to commit to a one-year contract
- Degree holder
- At least 5 years experience
- Hands-on working knowledge in:
- Python (Pandas, Pytorch)
- AWS, CI/CD, Dockers
- Databases
Preferred Requirements
- Previous work experience in Investment Banking companies
- Hands-on knowledge in AWS Machine Learning, Dogster, Airflow
