Machine Learning Engineer

FPT Asia Pacific; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

FPT Asia Pacific seeks an experienced backend/ML engineer in Singapore to design and maintain backend services for data and AI applications. You will collaborate with data scientists and product teams to deliver robust APIs and scalable data pipelines.

The role requires deep Azure experience, Python proficiency, and a track record with CI/CD, Docker, and ML libraries. You will work in a cross-disciplinary team within a fast-paced environment to deploy production-ready models.

Qualifications

• 5 years of experience in developing backend services and relational databases.
• Experience with Microsoft Azure, OpenAI, Claude.
• Experience in Generative AI apps and cloud services, preferably Azure.
• Proficiency in Python and ML libraries (Pandas, PyTorch).
• Experience with SQL, CI/CD (Jenkins), and Docker.
• Experience in agile environments and cross-functional teams.

Responsibilities

• Develop and maintain backend services for Data and ML.
• Optimize and manage databases.
• Deploy applications to Azure cloud leveraging Azure services.
• Automate model training, testing and deployment using CI/CD.
• Implement metrics to verify ML model effectiveness and soundness.

Skills

Backend development

Relational databases

Python

CI/CD

Docker

Azure cloud services

ML libraries

OpenAI

Agile

Team collaboration

Education

Bachelor's degree in Computer Science or related field

Tools

Jenkins

Dagster

Airflow

Snowflake

Azure OpenAI API

Pandas

PyTorch

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