Full-Stack AI Engineer for Production Systems

Knovel Engineering; Singapore; On-site; SGD 67,000 - 80,000; Full time

Job summary

Knovel Engineering is hiring a Software Developer (Full Stack) in Singapore. You will design and implement agentic AI workflows, build AI Ops pipelines, and integrate LLMs, APIs and data sources into scalable production systems.

You will collaborate with product, research and engineering teams to move AI features from prototype to production, while applying modern architecture, tooling, and best practices in a fast-moving startup environment.

Qualifications

• 3–6 years of experience building full stack apps, APIs and production software systems.
• Hands-on experience with Docker and Kubernetes; Terraform or IaC tooling.
• Experience designing and consuming REST, gRPC or GraphQL APIs with authentication and versioning.

Responsibilities

• Design and implement agentic AI workflows with multi-step tasks and tool-using agents.
• Build and maintain AI Ops pipelines for LLM-powered systems including deployment, monitoring and observability.
• Integrate LLMs, AI models, APIs and data sources into production systems.
• Architect scalable services with attention to reliability, caching and performance.
• Collaborate with product/research/engineering to move AI features from prototype to production.

Skills

Full stack development

Golang

AI/ML Ops

System design

REST/gRPC/GraphQL

Caching/load balancing

Problem solving

Ownership

Tools

Docker

Kubernetes

Terraform

Job description

Knovel Engineering is hiring a Software Developer (Full Stack) in Singapore. You will design and implement agentic AI workflows, build AI Ops pipelines, and integrate LLMs, APIs and data sources into scalable production systems.

You will collaborate with product, research and engineering teams to move AI features from prototype to production, while applying modern architecture, tooling, and best practices in a fast-moving startup environment.