Senior Production Engineer — Applied ML Engine (Hybrid)

Aitopics; Singapore; Hybrid; SGD 160,000 - 225,000; Full time

Benefits offered by this job

Hybrid work

Mentorship

Health insurance

Dental coverage

Health screening

Employee assistance program

Childcare Creche Services

Job summary

Aitopics is seeking a Production Engineer for an Applied Machine Learning Engine in Singapore. This senior full-time role focuses on building and maintaining robust ML production systems, with emphasis on deployment, monitoring, and scalable infrastructure.

You will collaborate with researchers, participate in mentoring, and contribute to flexible/hybrid work arrangements while advancing ML capabilities across applications.

Qualifications

• Experience building and maintaining production ML systems.
• Strong knowledge of ML pipelines, deployment strategies, and monitoring.
• Familiarity with cloud services and data governance.

Responsibilities

• Conduct system health inspections and capacity forecasting
• Develop CI/CD pipelines and deployment strategies
• Ensure availability for training inference and storage systems
• Implement observability alerting and on call processes
• Manage production operations and stability
• Optimize resource governance and performance tuning
• Perform incident diagnosis and self healing
• Run disaster recovery and postmortem reviews

Skills

Python

C++

C#

Java

Deep learning

Machine learning

PyTorch

Tools

Docker

ClickHouse

DeltaLake

Kubernetes

AWS

Amazon Bedrock

Job description

Aitopics is seeking a Production Engineer for an Applied Machine Learning Engine in Singapore. This senior full-time role focuses on building and maintaining robust ML production systems, with emphasis on deployment, monitoring, and scalable infrastructure.

You will collaborate with researchers, participate in mentoring, and contribute to flexible/hybrid work arrangements while advancing ML capabilities across applications.