Senior AI Applications Engineer — Production-Ready, Full-Stack

Tap Growth ai; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Tap Growth ai in Singapore is seeking a seasoned AI Application Engineer to lead design and delivery of AI-enabled applications and scalable APIs. You will refactor prototypes into production-grade solutions with secure authentication, robust services and automated deployment pipelines.

As part of a dynamic team, you will design, build and harden AI-enabled apps using LLMs, RAG and workflow automation, leveraging Azure AI services and enterprise APIs.

Qualifications

• 7+ years of hands-on software engineering experience across enterprise or cloud-native apps.
• Strong full-stack capabilities with modern frontend, backend and API development.
• Hands-on experience designing and integrating REST APIs and enterprise integrations.
• Practical experience building AI-enabled apps using LLMs, RAG patterns, embeddings or orchestration frameworks.
• Knowledge of Azure AI services and cloud deployment patterns.
• Experience with secure software development practices and modern authentication standards.

Responsibilities

• Refactor prototypes into production-grade solutions with secure APIs and automated deployment.
• Design, build and harden AI-enabled applications including chatbots and workflow tools.
• Collaborate with product owners to clarify use-case outcomes and production-readiness requirements.
• Implement full-stack capabilities across frontend, backend, APIs, data integration and observability.
• Integrate with approved AI services via Azure and enterprise APIs.
• Apply responsible AI patterns including prompt management and content safety controls.
• Develop reusable patterns and engineering playbooks for AI delivery across use cases.
• Support production-readiness assessments covering security, privacy and governance.
• Build automated test suites and observability for AI apps.
• Collaborate with platform engineers to deploy AI apps using approved cloud patterns and CI/CD.
• Document solution designs and operation guides for maintainability post go-live.

Skills

Senior engineer

Full-stack

React

TypeScript

Node.js

Python

REST APIs

Azure AI

CI/CD

Secure SDLC

AI applications

Job description

Tap Growth ai in Singapore is seeking a seasoned AI Application Engineer to lead design and delivery of AI-enabled applications and scalable APIs. You will refactor prototypes into production-grade solutions with secure authentication, robust services and automated deployment pipelines.

As part of a dynamic team, you will design, build and harden AI-enabled apps using LLMs, RAG and workflow automation, leveraging Azure AI services and enterprise APIs.