GenAI Engineer: End-to-End AI Product Builder

Confidential Jobs; Kuala Lumpur; On-site; MYR 180,000 - 300,000; Full time

Job summary

Confidential Jobs in Kuala Lumpur, Malaysia, seeks a versatile AI Engineer to own GenAI-powered products end-to-end, collaborating directly with business stakeholders to turn ambiguous needs into working software. The role balances building new LLM-powered features with taking ownership of existing apps, debugging AI-generated code, and hardening performance and security across diverse codebases.

You’ll operate in an enterprise environment with an early-stage mindset, driving outcomes without

Qualifications

• 7+ years of hands-on full-stack or product engineering experience shipping and supporting production applications.
• Strong across the stack: frontend, backend, APIs, databases, auth, and integrations.
• Experience debugging in messy or poorly documented codebases.
• Experience with AI coding tools, and the judgment to tell when their output is wrong, unsafe, or fragile.
• Comfortable with cloud, containers, CI/CD, and basic observability.
• Ownership mindset: a self-starter who defines their own work, drives it to done, and doesn't need close management.
• Maturity with ambiguity: comfortable navigating competing stakeholders, unclear requirements, and organizational messiness.
• Good written and verbal English, with technical and non-technical people.

Responsibilities

• Work directly with business stakeholders to scope, prioritize, and deliver - translating needs into requirements yourself rather than waiting for a spec
• Build new GenAI/LLM features and applications, and the APIs and services that integrate them with internal systems
• Take over existing applications: inspect, debug, validate AI-generated code, and fix correctness, security, and performance issues
• Standardize quality, architecture, testing, and documentation across inconsistent codebases
• Use AI coding tools (e.g. Claude Code, Cursor) to move faster, while applying your own engineering judgment on what to trust
• Improve the team's prompting, tooling, and QA practices for AI-assisted development
• Write clear documentation: architecture notes, setup guides, runbooks, handover materials

Skills

Full-stack engineering

APIs & integrations

Frontend & Backend

Debugging & root-cause analysis

AI coding tools

Cloud & CI/CD

Ownership & initiative

English proficiency

Tools

Claude Code

Cursor

Docker

AWS

Job description

Confidential Jobs in Kuala Lumpur, Malaysia, seeks a versatile AI Engineer to own GenAI-powered products end-to-end, collaborating directly with business stakeholders to turn ambiguous needs into working software. The role balances building new LLM-powered features with taking ownership of existing apps, debugging AI-generated code, and hardening performance and security across diverse codebases.

You’ll operate in an enterprise environment with an early-stage mindset, driving outcomes without