Full Stack Engineer (AI Systems)

Job ScopeWork 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.RequirementsStrong 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 StackDockerPythonSQL & NoSQLNext.jsOpenAI / Anthropic / open-source LLMsKubernetesNode.jsPyTorchWe regret that only shortlisted candidates will be notified.GMP Technologies (S) Pte Ltd | EA License: 09C3051 | EA Personnel: Arcus Ang | Registration No: R1985843By 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/