CareerPlan

Full Stack AI Engineer

SingaporeFull-time2026-09-10 → 2026-11-12

Core

Lead technical delivery of agentic AI programs, bridging business problems with technical solutions to deliver production-grade systems that generate measurable value.

Role type

Senior IC Full Stack AI Engineer (Agentic AI)

Builds

Production agentic AI systems, agent harnesses, orchestration topologies, knowledge layers, and full stack applications.

Domain

Enterprise AI / Agentic AI / Cloud Services

Deliverable

production ML models

Required skills

Agentic AI architecture, Agent orchestration frameworks (LangGraph, AutoGen, CrewAI), LLM gateway configuration, RAG pipelines, MCP servers, Knowledge graphs, Text-to-SQL, Elasticsearch, Prompt engineering, Python, Frontend frameworks (React, Angular, Node.js), Cloud-native development (AWS, Azure, GCP), CI/CD, Containerization, Infrastructure as Code, Client stakeholder engagement, Team leadership.

Preferred skills

Master's degree in AI/ML/Data Engineering, Experience with complex digital transformation programs, Advanced analytics.

Technologies

LangGraph, AutoGen, CrewAI, AWS Strands, React, Angular, Node.js, Python, AWS, Azure, GCP, Elasticsearch, MCP, RAG, Text-to-SQL, Knowledge Graphs.

Responsibilities

Architect and deliver agentic AI solutions end-to-end; Design agent harnesses and orchestration topologies; Build and maintain MCP servers and knowledge layer components; Establish prompt architecture standards and reasoning patterns; Lead workstream delivery in agile environments; Develop and lead a team of Consultants and Analysts.

Seniority

Senior, hands-on IC with team leadership