Deskripsi Pekerjaan
We are seeking a visionary Full-Stack Applied AI Engineer with deep expertise in Agentic AI to join our client, a prestigious Listed MNC, on a long-term contract-to-hire basis in the heart of Singapore (City Hall). This is an exceptional opportunity to architect and deploy next-generation AI agents that autonomously reason, plan, and execute complex business processes.
In this pivotal role, you will bridge the gap between experimental AI research and robust, scalable enterprise systems by working across the full stack to bring intelligent automation to life. You will be instrumental in defining the architecture, development best practices, and deployment pipelines for our innovative agentic AI products. Your work will directly impact how businesses leverage AI for autonomous decision-making and workflow optimization.
You will collaborate closely with product managers, domain experts, and ML researchers to translate business needs into powerful technical solutions. From designing sophisticated multi-agent systems to optimizing inference pipelines for latency and cost, you will own the end-to-end lifecycle of AI features. This is your chance to work on truly transformative technology in a dynamic, fast-paced environment with significant growth potential and the opportunity for permanent conversion.
The ideal candidate is a hands-on engineer who thrives on solving complex problems, writing clean and efficient code, and staying ahead of the rapidly evolving AI landscape. You will have the opportunity to experiment with the latest models, orchestration frameworks, and vector databases to solve real-world challenges. If you are passionate about building the future of autonomous systems and eager to drive innovation in a supportive and challenging environment, we strongly encourage you to apply for this exciting contract-to-hire position.
Tanggung Jawab
- Design, develop, and deploy scalable full-stack applications powered by large language models (LLMs) and agentic AI frameworks (e.g., LangChain, LangGraph, CrewAI, AutoGen).
- Architect and build robust APIs, backend microservices, and intuitive front-end interfaces for AI agent platforms.
- Implement complex AI agent workflows including memory management, tool use, multi-agent collaboration, and feedback loops.
- Integrate and optimize vector databases (e.g., Pinecone, Qdrant, Weaviate) for effective retrieval-augmented generation (RAG).
- Develop and maintain evaluation frameworks to measure agent performance, reliability, and safety.
- Collaborate with product managers, domain experts, and ML researchers to translate business needs into technical solutions.
- Conduct code reviews, write comprehensive tests, and ensure the highest standards of software quality and security.
Kualifikasi
- 5+ years of professional software engineering experience, with at least 2 years focused on building AI/ML powered applications.
- Strong proficiency in Python (required) and modern front-end frameworks (React, TypeScript, or Vue.js).
- Deep hands-on experience with LLM orchestration frameworks (LangChain, LlamaIndex, etc.) and agent architectures.
- Proven experience deploying and managing AI applications in production cloud environments (AWS, GCP, or Azure).
- Solid understanding of software design patterns, API development (REST/GraphQL), and database management (SQL & NoSQL).
- Excellent problem-solving skills and a proactive, product-oriented mindset.
- Strong communication skills and the ability to work effectively in a collaborative, fast-paced environment.
- Bachelors or Masters degree in Computer Science, Artificial Intelligence, or a related technical field.