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SATS Ltd. · Singapore, Singapore

AI Engineer

full timePosted today
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Stack mentioned

llmragagentic-aivllmlangchainllamaindexpineconegenerative-aivector-databasesa/b-testingartificial-intelligence

Job Description

Key Responsibilities

The Role

The AI Engineer is responsible for building and scaling enterprise-grade Generative AI platforms that enable rapid development and deployment of LLM-powered applications across the organization. This role focuses on developing reusable GenAI infrastructure including RAG pipelines, vector databases, model serving layers, and agent orchestration frameworks.

Key Responsibilities

GenAI Platform Development

- Build and maintain RAG pipelines and LLM orchestration frameworks

- Develop reusable GenAI services and APIs

- Enable multi-agent and agentic workflows

Infrastructure & Systems

- Implement scalable model serving infrastructure (vLLM, Triton, APIs)

- Manage vector databases and embedding pipelines

- Optimize performance and cost of LLM systems

Platform Enablement

- Provide reusable building blocks for AI teams

- Enable rapid experimentation and deployment

- Collaborate with AI/ML teams to accelerate GenAI adoption

Innovation

- Evaluate emerging GenAI tools and frameworks

- Drive adoption of best practices in LLMOps

Key Requirements

- Bachelor/ MSc / PhD in Computer Science, Mathematics or related field of study

- Ongoing commitment to training and professional development in AIML, Aviation Domain, Cargo handling, Ground Handling milestones, Ground Freight and Food Solutions.

- 3 to 5 years in AI engineering / backend systems

- Strong expertise in: LLMs, RAG, embeddings, LangChain / LlamaIndex, CrewAI, Vector DBs (FAISS, Pinecone)

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