Machine Learning Engineer — AI Agent Platform

Game Companies; Kuala Lumpur; Presencial; MYR 120.000 - 180.000; Jornada completa

Descripción de la vacante

Game Companies in Kuala Lumpur seeks an experienced Software Engineer to own backend and frontend delivery for agent-oriented workflows. You will design secure RESTful services, orchestrate multi-step tasks, and build responsive web interfaces using TypeScript and modern frontend frameworks.

The role emphasizes reliable state management, integration with enterprise systems, and strong collaboration with cross-functional teams. AWS familiarity and secure credential handling are appreciated.

Formación

• 5+ years of professional software development experience across backend and frontend.
• Strong Python skills with FastAPI and asynchronous programming.
• Experience with REST APIs, PostgreSQL data modeling, and SQLAlchemy/Pydantic.
• Hands-on with LLM tool calling, agent execution, or workflow orchestration.
• Experience integrating enterprise systems, including API contracts and retries.
• Understanding OAuth 2.0/OIDC and RBAC for secure apps.
• Ability to build reliable asynchronous workflows with state management.
• Proficiency in TypeScript and Vue or React; Docker, Git, CI/CD experience.
• Clear communication with global teams and ability to explain technical tradeoffs.

Responsabilidades

• Agent platform and orchestration: build and improve harnesses, context management.
• Implement multi-step workflows with clear execution boundaries and state handling.
• Develop reusable enterprise tools and connectors for APIs and webhooks.
• Manage data mapping, authorization, rate limits, and integration errors.
• Design Python backend services, secure REST APIs, and PostgreSQL models.
• Build responsive frontends for task progress and results using TS frameworks.
• Ensure security, audit logging, and reliable execution isolation.
• Maintain automated tests, CI/CD, and conduct agent evaluations.

Conocimientos

Python

FastAPI

Async programming

REST APIs

PostgreSQL

SQLAlchemy

Pydantic

LLM calls

Orchestration

OAuth 2.0

RBAC

TypeScript

Vue/React

Docker

Git CI/CD

Herramientas

Docker

Git

CI/CD

Descripción del empleo

Software Engineering

2–5 years

Qualifications

• 5+ years of professional software development experience, including delivery of production applications across backend and frontend.
• Strong Python skills with FastAPI or similar frameworks, asynchronous programming, REST APIs, SQLAlchemy/Pydantic or equivalent tooling, and PostgreSQL data modeling.
• Hands-on experience with LLM tool calling, agent execution, or workflow orchestration; practical examples explaining design decisions, context and state management, and failure handling.
• Experience integrating enterprise or third-party systems, including API contracts, data mapping, pagination, rate limits, and retries.
• Understanding of OAuth 2.0/OIDC, authorization, role-based access control, and secure credential handling in applications.
• Ability to build reliable asynchronous workflows using task state, concurrency control, idempotency, and recovery from partial failures.
• Proficiency in TypeScript and Vue or React, including routing, state management, and reusable components. Vue 3 is preferred; willingness to adapt is essential.
• Experience with automated and integration testing, Git, CI/CD, and Docker; ability to troubleshoot using logs and metrics and evaluate agents against representative tasks.
• Clear communication with global, cross-functional teams and the ability to explain technical tradeoffs to non-technical stakeholders.

Nice to have

• Experience extending agent harnesses, SDKs, or orchestration frameworks such as LangGraph, LangChain, or custom implementations.
• Development of MCP servers, connectors, plugins, or SDKs; integrations with Microsoft Graph, Teams, SharePoint, Jira, ERP, or similar systems.
• Experience with long-running workflows, human approval, durable task state, recovery, or agent evaluation frameworks.
• Hands-on cloud deployment and operations experience, preferably AWS; familiarity with caching, queues, NoSQL databases, or vector search.
• Electron development or plugins for desktop and productivity applications.

Responsibilities

• Agent platform and orchestration
  • Build and improve agent harnesses, including model and tool execution loops, context management, and structured outputs.
  • Implement multi-step workflows with clear execution boundaries, task state, asynchronous dispatch, and human approval where needed.
• Enterprise systems and integrations
  • Develop reusable tools and connectors for enterprise APIs, webhooks, and services, with clear input and output contracts.
  • Handle data mapping, user authorization, rate limits, and integration errors; document dependencies with system owners.
• Full-stack product delivery
  • Design Python backend services, secure REST APIs, and PostgreSQL data models for agent and workflow features.
  • Build responsive web interfaces for task progress, user confirmations, and results using TypeScript and modern frontend frameworks.
• Security and reliability
  • Protect credentials, preserve user access boundaries across systems, and apply appropriate execution isolation and audit logging.
  • Improve concurrency control, retries, idempotency, cancellation, and recovery; trace failures across model calls, tools, and workers.
• Quality and collaboration
  • Maintain automated and integration tests, CI/CD, and agent evaluations covering task success, output quality, latency, and cost.

Work with product, design, IT, SRE, and business system owners; contribute code reviews, documentation, and technical guidance.