Platform Senior AI Engineer
On-site · Singapore, Singapore
Job Summary
Platform Senior AI Engineer responsible for building and operating enterprise-grade AI and data platforms within NCS's AI Centre of Excellence. You will own shared capabilities end-to-end, develop reusable platform components, implement AI workflows (including RAG pipelines and embedding-based patterns), integrate with model access layers and data systems, and ensure production-grade reliability, scalability, and performance. The role requires strong Python development, experience with vector databases and embedding pipelines, model serving/inference concepts, and hands-on experience with containers and Kubernetes, CI/CD, monitoring, logging, and tracing. Collaboration with internal developers and platform/architecture teams, a strong ownership mindset, and a commitment to continuous learning and adapting to evolving AI technologies are essential.
Required Qualifications
- Bachelor's degree in Computer Science, Engineering, or related field (or equivalent practical experience)
- 6–8 years of software engineering experience
- 1–2 years hands-on experience with AI or LLM-based systems
- Proven track record building backend services in production environments
- Experience with shared or platform-based architectures
- Familiarity with distributed systems and service-oriented design
- Strong Python development capabilities
- RAG concepts including embedding and retrieval
- Vector database usage and embedding pipelines
- Model serving or inference runtime concepts
- Containerization and Kubernetes environments
- CI/CD pipelines and version control workflows
- Monitoring, logging, and tracing fundamentals
- Clear communication with technical stakeholders
- Collaborative approach within platform and architecture teams
- Continuous learning attitude towards new AI technologies
- Bachelor's degree in Computer Science, Engineering, or related field (or equivalent practical experience)
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