MLOps Data Engineer: Deployment & Automation

Synapxe; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A technology solutions company based in Singapore is seeking a MLOps Functional Analyst, who will also act as a Developer for MLOps projects. The role involves managing AI Medical Imaging Platform projects, reviewing technical solutions, and automating model deployment. Candidates should have a degree in relevant fields, practical software engineering experience, and proficiency in programming languages like Python, R, and SQL. Familiarity with Agile methodologies and at least 3-5 years of IT experience is essential.

Qualifications

• Practical experience in software engineering or software development for AI/ML models.
• Degree or equivalent training in related analytical fields.
• Understanding of Python, R, SQL programming languages.
• Foundational knowledge of Cloud infrastructure setup and data pipelines.
• Experience with Agile and Scrum methodologies.
• At least 3-5 years in IT system development and maintenance.

Responsibilities

• Review technical solutions for deploying AI models.
• Utilize DevOps tools for automated model deployment.
• Provide guidance for model deployment platform maintenance.
• Analyze, design, and develop tests for model automation.
• Implement API interfaces and set up CI/CD pipelines.
• Collaborate with Data Scientists and Engineers on data models.
• Manage database servers and collaborate with Cloud engineers.

Skills

AI/ML model production readiness

Software engineering

Python

R

SQL

Cloud computing

Agile methodologies

Education

Degree in Business Analytics, Computer Science, or related fields

Tools

Tableau

QlikSense

Power BI

Job description

A technology solutions company based in Singapore is seeking a MLOps Functional Analyst, who will also act as a Developer for MLOps projects. The role involves managing AI Medical Imaging Platform projects, reviewing technical solutions, and automating model deployment. Candidates should have a degree in relevant fields, practical software engineering experience, and proficiency in programming languages like Python, R, and SQL. Familiarity with Agile methodologies and at least 3-5 years of IT experience is essential.