Full Stack Engineer (AI Systems)
Avomind · Singapore
Job description
About the role
A stealth AI startup, backed by one of Southeast Asia's leading technology companies, is building its global founding team. It is developing an AI-native communication platform that integrates AI directly into conversations so users can plan, organize, compare, research and complete tasks in a single intelligent assistant. The client is looking for a Full Stack Engineer (AI Systems) to turn advanced AI capabilities into intuitive, production-ready workflows, combining frontend, backend and AI engineering.
Key responsibilities
- Build end-to-end product features across frontend, backend and AI integrations.
- Design and develop AI agent workflows supporting planning, tool usage, failure handling and recovery across multiple steps.
- Integrate LLMs, memory systems and external tools into scalable, production-grade applications.
- Design responsive AI interactions with streaming capabilities, partial results and low-latency performance.
- Improve system reliability, observability and fallback mechanisms for AI-powered features.
- Work closely with product, backend and machine learning teams to deliver features from concept to production.
- Iterate and improve product functionality based on user feedback, production insights and real-world usage.
Required profile
- Strong experience in full stack software engineering across frontend and backend development.
- Solid understanding of system design, scalable architecture and API development.
- Ability to work in fast-paced environments with evolving requirements.
- Strong ownership mindset, delivering features from ideation through production deployment.
- Excellent problem-solving skills and pragmatic engineering decisions in ambiguous situations.
Required skills
- Experience building AI-powered applications with LLMs, RAG or similar technologies.
- Preferred: Next.js, Python, Node.js, PyTorch, OpenAI, Anthropic or open-source LLMs, SQL and NoSQL databases, Kubernetes, Docker.
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Published 1 day ago
Expires 1 month from now
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Avomind
Singapore
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