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fpt asia pacific pte. ltd.

Singapore / Global

Machine Learning Engineer

Job Description

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

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