Applied AI Engineer - Agentic Workflows (Singapore)
Core
Design, build, and deploy production-grade agentic AI workflows powered by LLMs for enterprise customers.
Role type
Applied AI Engineer (Agentic Workflows)
Builds
Scalable, production-ready AI agents integrating LLMs with tools, APIs, and data sources
Domain
Enterprise AI / Large Language Models / Agentic Systems
Deliverable
production ML models
Required skills
Python, JavaScript/TypeScript, LLMs (GPT, Claude, Gemini), vector databases, agent/orchestration frameworks (LangChain, LangGraph, LlamaIndex), RAG, prompt engineering, multi-step agent workflows, failure handling, evaluation and quality standards
Preferred skills
Human-in-the-loop workflows, fine-tuning, LLM evaluation techniques, cloud deployment, applied ML/NLP
Technologies
LangChain, LangGraph, LlamaIndex, GPT, Claude, Gemini
Responsibilities
Design and build LLM-powered agents that reason, plan, and act across tools and data sources; Debug real-world agent behavior and systematically improve prompts, workflows, tools, and guardrails; Define and apply evaluation and quality standards to measure success, failures, and regressions; Contribute to shared frameworks and patterns that enable consistent delivery across customers
Seniority
Mid-Senior, hands-on IC
