TECH AALTO PTE. LTD. Hiring! Full Time Full Stack Engineer AI in , Earn up to SGD 7,500 - Ricebowl

Full Stack Engineer (AI)

Experience:
3–5 Years

Role Overview

We are looking for a talented and hands-on

Full Stack Engineer (AI)

to design, build, and maintain scalable software systems andAI-powered product experiences. The ideal candidate will have strong experience across modern full stack development, with a solid understanding of building reliable AI workflows, testing systems, and production-grade applications.

This role requires a balance of software engineering excellence, AI system design, quality engineering, and strong communication skills to collaborate effectively across technical and non-technical teams.

What We’re Looking For

Proven experience in designing and building

scalable, reliable, and maintainable

software systems.

Strong proficiency in modern web development technologies such as

React.js, TypeScript, and Node.js

.

Deep understanding of

browser architecture

and frontend performance considerations.

Experience building

LLM-powered workflows

, including:
Retrieval-Augmented Generation (RAG)

Tool calling

Structured outputs

Agent-based workflows

Human-in-the-loop patterns

Experience creating

evaluation pipelines

using:
Golden datasets

Regression tests

Deterministic evaluators

LLM-as-a-judge approaches

Ability to implement

observability, monitoring, guardrails, fallbacks, and validation

for dependable AI systems.

Strong judgment in balancing

model quality, latency, reliability, maintainability, and cost

.

Hands-on experience with

automated testing

across unit, integration, and end-to-end layers.

Familiarity with

test automation frameworks

, CI/CD pipelines, and infrastructure concepts.

Solid understanding of

agile engineering practices

and software delivery workflows.

Strong troubleshooting and debugging skills, with the ability to analyze complex system behavior, logs, and root causes.

Excellent communication skills with the ability to explain technical trade-offs, risks, and quality standards to diverse stakeholders.

Key Responsibilities

Design and develop full stack applications with a focus on scalability, performance, and maintainability.

Build and integrate AI/LLM features into production systems.

Develop robust RAG and agent-based workflows to support intelligent product experiences.

Create and maintain evaluation frameworks to measure AI system quality and stability.

Implement monitoring, guardrails, and fallback mechanisms to ensure safe and reliable AI behavior.

Write clean, testable code and contribute to automated testing and CI/CD improvements.

Collaborate with product managers, designers, engineers, and other stakeholders to deliver high-quality solutions.

Debug production and development issues efficiently and provide root cause analysis.

Maintain technical documentation and support knowledge sharing across teams.

Preferred Qualifications

Experience shipping AI-driven products in production environments.

Exposure to cloud platforms, containers, and modern deployment practices.

Familiarity with prompt engineering, model selection, and AI system evaluation.

Experience working in cross-functional, agile teams.

Soft Skills

Strong ownership and accountability

Collaborative mindset

Problem-solving attitude

Ability to work in fast-paced environments

Clear verbal and written communication

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Confidentiality is assured, and only shortlisted candidates will be notified for interviews.
Tech Aalto means technology wave. In the ever changing world of technology, we were born with a mission to help our clients ride the technology tide with our unique and best-in-class technology resourcing solutions.

​​​​​​​Tech Aalto specialises in Executive Search, Permanent & Contract staffing, RPO & Outsourcing Solutions

Headquartered in Singapore and Lead by industries top seasoned professionals, Tech Aalto is positioned to enable top global technology talent solutions to fuel our client’s business growth ambitions.