Full Stack Engineer (AI Systems)
- Level
- Mid
- Work type
- Remote · Singapore only
Not stated in the posting: salary, visa.
Open. First seen 3 October 2026.
About the role
About the Company
Our client is a stealth AI startup backed by one of Southeast Asia's leading technology companies and is currently building its global founding team.
The company is developing an AI-native communication platform designed to simplify everyday tasks by integrating AI directly into conversations. Instead of switching between multiple applications, users can plan, organize, compare, research, and complete tasks within a single intelligent assistant.
Serving a market of billions of users still relying on traditional productivity tools, the platform focuses on delivering reliable AI workflows, persistent context, multi-step reasoning, and seamless task execution. The mission is to create an AI assistant that significantly improves productivity while making everyday work simpler and more intuitive.
About the Role
Our client is looking for a Full Stack Engineer – AI Systems to build AI-native product experiences that transform advanced AI capabilities into intuitive, production-ready workflows. This role combines frontend, backend, and AI engineering to develop intelligent features that are reliable, scalable, and user-centric.
Working closely with product, backend, and machine learning teams, this position will focus on designing end-to-end AI workflows, integrating large language models (LLMs), and delivering seamless user experiences across web applications.
Key Responsibilities
- Build end-to-end product features across frontend, backend, and AI integrations.
- Design and develop AI agent workflows that support 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.
- Collaborate closely with product, backend, and machine learning teams to deliver features from concept to production.
- Continuously iterate and improve product functionality based on user feedback, production insights, and real-world usage.
Requirements
- Strong experience in full stack software engineering across frontend and backend development.
- Solid understanding of system design, scalable architecture, and API development.
- Experience building AI-powered applications using Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), or similar technologies.
- Ability to work effectively in fast-paced environments with evolving requirements.
- Strong ownership mindset with experience delivering features from ideation through production deployment.
- Excellent problem-solving skills and the ability to make pragmatic engineering decisions in ambiguous situations.
Preferred Technical Skills
Experience with some or all of the following technologies is preferred:
- Next.js
- Python
- Node.js
- PyTorch
- OpenAI, Anthropic, or open-source Large Language Models (LLMs)
- SQL and NoSQL databases
- Kubernetes
- Docker
What this role asks for
Particular to this role
Kubernetes · Next.js · NoSQL · RAG
Rare in Avomind's other 31 open postings.
Standard for full stack roles
JavaScript · Node.js · Python · SQL
Common in full stack postings at any company.
Read against Avomind's other open postings on this site.
The team: External - Technology HIRES STEADILY
This role is one of 20 open in External - Technology. 2 were posted in the last 30 days and the oldest in April: a team that hires all year rather than one being built.
WHAT THE TEAM WORKS WITH, ACROSS ITS POSTINGS
Python (11 of 20), Machine Learning (10 of 20), SQL (9 of 20), LLM (7 of 20), PyTorch (7 of 20), Docker (5 of 20), JavaScript (5 of 20)
OTHER ROLES ON THIS TEAM
- GTM Engineer (m/f/d) posted Oct 9
- Principal Software Engineer posted Sep 29
- New Store Opening IT Lead posted Sep 14
- Technical Lead - Oracle RMS posted Sep 3
- Enterprise Architect - OMS Platform posted Sep 2
- Senior Quantitative Developer posted Aug 7
- Principal Machine Learning Engineer posted Jul 27
- Technical Lead (Machine Learning) posted Jul 27
- Android Software Engineer posted Jul 27
- Senior Machine Learning Engineer posted Jul 27
- VP of Research (Machine Learning) posted Jul 27
- AI Backend Engineer (Agent Systems) posted Jul 27
- iOS Software Developer posted Jul 27
- FlexPLM Support Engineer posted Jul 16
- (Senior) Consultant Data Strategy (m/f/d) posted Jun 19
- (Senior) Data Scientist (m/f/d) posted Jun 19
- Data Engineer (m/f/d) posted Jun 19
- Solutions Architect (m/w/d) - Germany posted Mar 20
- Game Programmer posted Apr 7
From the team and dates on Avomind's own job board.
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