Full Stack Engineer (AI Systems)
Description
Job Scope
- Work closely with ML, backend and product teams to deliver features end to end.
- Build real-time AI interactions with streaming, partial results and strict latency targets.
- Enhance system reliability, observability and fallback handling.
- Develop complete product features spanning frontend, backend and AI integrations.
- Keep improving features based on actual usage patterns and failure cases.
- Design multi-step agent workflows covering planning, tool use, error handling and recovery.
- Integrate LLMs, memory and external tools into systems that perform reliably in real-world conditions.
Requirements
- Strong sense of ownership, with the ability to take features from concept to production.
- Experience with LLMs, RAG systems or AI-powered applications.
- Strong full stack engineering experience across frontend and backend.
- Comfortable in a fast-paced environment where requirements evolve.
- Able to handle ambiguity and make practical engineering decisions.
- Good understanding of system design and API architecture.
Tech Stack
- Docker
- Python
- SQL & NoSQL
- Next.js
- OpenAI / Anthropic / open-source LLMs
- Kubernetes
- Node.js
- PyTorch
We regret that only shortlisted candidates will be notified.
GMP Technologies (S) Pte Ltd | EA License: 09C3051 | EA Personnel: Arcus Ang | Registration No: R1985843
By submitting your CV and personal data to The GMP Group, you consent to the collection, use and disclosure of your personal data for recruitment and employment-related purposes. This includes considering you for current and future roles, sharing relevant information with prospective employers, conducting reference checks, processing or transferring data across borders, and using recruitment technologies — including applicant tracking systems (ATS) and third-party AI-enabled tools — to process CVs and support candidate matching.
For more information on how we collect, use, disclose and protect your personal data, please refer to our Privacy Policy: https://www.gmprecruit.com/legals/