Associate AI Systems Engineer: Build Reliable AI Pipelines

Nestria Ai Northstar Ai Shield Pte. Ltd.; Singapore; Hybrid; SGD 60,000 - 90,000; Full time

Job summary

Nestria AI Northstar AI Shield Pte. Ltd.

in Singapore is seeking an Associate AI Systems Engineer to support the development, testing, integration, and validation of runtime assurance workflows for enterprise AI applications. As an early team member, you will work with founders and senior engineers to build evaluation pipelines, deployment scripts, evidence tooling, and technical documentation for internal pilots and customer projects.

Qualifications

• Bachelor’s degree in a technical field related to AI or engineering.
• Strong programming foundation, preferably Python.
• Basic understanding of software engineering, APIs, databases, testing, and deployment workflows.
• Interest in AI systems, LLMs, automation, agentic AI, or applied machine learning.
• Ability to read technical documentation, debug issues, and learn new tools quickly.

Responsibilities

• Support development and testing of runtime assurance workflows, AI evaluation pipelines, and system integration components.
• Assist in building and maintaining scripts for deployment, testing, data preparation, and environment setup.
• Help develop evidence and trace tooling, including logs, reports, structured outputs, and validation artefacts.
• Support internal validation of AI workflows, including test case execution, result checking, and issue documentation.
• Assist with pilot environment setup, configuration, technical testing, and troubleshooting.
• Work with engineers to integrate AI workflows with backend services, APIs, dashboards, and deployment environments.
• Prepare and maintain technical documentation, setup guides, testing notes, and engineering reports.
• Help analyse system behaviour, AI outputs, errors, and performance results.
• Contribute to software, AI, and integration workstreams across the project as needed.

Skills

Python

Communication

Problem solving

Rapid learning

Education

Bachelor’s degree in Computer Science, Engineering, Data Science, AI, or a related technical field

Tools

Docker

Git

APIs

Linux

CI/CD

Cloud services

Job description

Nestria AI Northstar AI Shield Pte. Ltd.

in Singapore is seeking an Associate AI Systems Engineer to support the development, testing, integration, and validation of runtime assurance workflows for enterprise AI applications. As an early team member, you will work with founders and senior engineers to build evaluation pipelines, deployment scripts, evidence tooling, and technical documentation for internal pilots and customer projects.