AI Agent Developer

3 weeks ago

Singapur, Singapore SIGNALPLUS SG PTE. LTD. Full time

Responsibilities 1. Develop Intelligent Autonomous Agents Build multi-step reasoning agents using frameworks such as LangGraph, OpenAI Assistants, LangChain, or custom orchestrators Implement agent behavior that adapts to structured business rules, data context, and operational constraints Design workflows that allow agents to interact with internal tools, APIs, and datasets securely and reliably Ensure agents operate with predictable logic, proper guardrails, and clear decision boundaries 2. Design Context-Driven AI Architectures Structure the information, rules, and environment agents rely on to perform accurate actions Build reusable context layers, memory strategies, evaluation components, and tool interfaces Work with cross-functional teams to convert business processes into well-defined context schemas and agent behaviors 3. Integrate Agents into Core Systems Connect agents with internal services, workflow engines, monitoring tools, and operational platforms Implement safe-action mechanisms, sandboxing, and auditability for higher-risk workflows Collaborate with engineers to deploy and maintain agents in production environments 4. Build Internal Tooling for Agent Reliability Develop libraries, testing utilities, simulation frameworks, and automated evaluation tooling Maintain performance, reliability, and versioning for agent-related components Diagnose agent behavior and optimize reasoning consistency, latency, and observability Requirements Hands-on experience with LLM APIs, agent frameworks, vector stores, and retrieval pipelines Understanding of orchestrators, tool-calling systems, context modeling, and multi-step reasoning Ability to translate complex workflows into structured, machine-actionable logic Experience building autonomous agents or workflow automation systems Knowledge of event-driven architectures, distributed systems, or API integration Contributions to AI/LLM tooling, frameworks, or open-source projects

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