[LTA-TRO] SENIOR/ EXECUTIVE/ AI SOFTWARE DEVELOPER - TRANSPORT AI PROGRAMME
Core
Build and maintain AI-powered applications and services for Singapore's land transport network, translating AI models into production-grade software for public officers and commuters.
Role type
Senior/Executive AI Software Developer
Builds
AI-powered applications for public transport operations, traffic management, and road operations
Domain
Government transport operations + Large Language Models (LLM) & Computer Vision
Deliverable
production ML models | product features
Required skills
Python, LLM integration, agentic workflows, model optimization (quantization/pruning/distillation), inference engine evaluation, API/microservices development, observability, guardrails, cloud-native development, containerization, CI/CD
Preferred skills
Responsible AI practices (evaluation harnesses, hallucination mitigation), regulated/government environment experience
Technologies
LangChain, LlamaIndex, PyTorch, vLLM, TensorRT-LLM, Triton Inference Server, AWS, Azure, GCP, Docker, Kubernetes
Responsibilities
Design and develop AI applications for transport use cases; Integrate LLMs and computer vision models into operational workflows; Optimize and benchmark deep learning models; Evaluate inference engines and provide recommendations; Build APIs and data pipelines; Implement safety guardrails and observability; Collaborate on co-development with industry partners; Participate in AI safety testing (red-teaming, prompt injection); Support deployment and monitoring of AI products
Seniority
Senior/Executive, hands-on IC