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FPT Asia Pacific Pte Ltd

Machine Learning Engineer

FPT Asia Pacific Pte Ltd Singapore, Singapore

IT Services and IT Consulting · 10,001+ employees

5 h ago
machine-learning Senior (5-10 yrs) Full-time Singapore
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About the role

Develop and maintain backend services for data and machine learning while managing databases and deploying applications to Azure. Automate model training, testing, and deployment using CI/CD pipelines while ensuring model effectiveness.

What they look for

Python Machine Learning Azure SQL Generative AI CI/CD Docker Pytorch Pandas Jenkins OpenAI Claude Backend Development Agile Data Engineering

Requirements

Requires a formal education in Computer Science or a related field and at least 5 years of relevant experience in backend development. Candidates must have strong proficiency in Python, Azure cloud services, and experience with Generative AI and relational databases.

Full 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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