fpt asia pacific pte. ltd.
Singapore / Global
Singapore / Global
Job Description
Develop and maintain backend services for Data and ML
Optimize and manage databases
Deploy applications to Azure cloud leveraging on the full spectrum of the Azure cloud services
Automate model training, testing and deployment using CI/CD
Understand and implement metrics to verify effectiveness and soundness of the ML model
Requirements
Formal education in Computer Science or a related field, such as Software Engineering or Data Engineering
5 years of relevant work experience in developing backend services and working with relational databases
Experience working on Microsoft Azure, OpenAI, Claude
Experience working on Generative AI apps
Experience working with cloud services, preferably Azure
Experience with Python and related ML libraries (eg. Pandas, Pytorch)
Experience with database languages (e.g. SQL)
Experience with CI/CD, preferably Jenkins
Experience with Docker
Experience working in a multi-disciplinary team of data scientists, software engineers, product managers and subject domain experts
Experience in Agile working environment
Preferred requirements
Experience with Dagster/Airflow is preferred
Experience with Snowflake is preferred
Experience with Azure OpenAI API is preferred
Good to have experience with using coding agents in development
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global
Singapore / Global