Data & AI Solution Architect

Job Description 1. Provide consulting services to key customers on Singdata Lakehouse and AI solutions, driving their Data + AI transformation journey 2. Conduct AI Agent use case discovery, lead solution design and architecture, and drive end-to-end project implementation 3. Work with local sales team to ensure products meet customers' business and technical requirements 4. Build reusable solution assets and reference architectures; deliver training, tech talks, and workshops to customers and partners 5. Drive high customer satisfaction in all engagements 6. Travel within APAC is expected (30%) Core Requirements: 1. Bachelor's degree in Computer Science, Engineering, or related field; 5+ years of related work experience 2. Solid skills with at least one mainstream big data platform: Snowflake / Databricks / ClickHouse / Hadoop / Spark 3. Hands-on coding experience, Al coding experience, especially for mission-critical and low-latency systems 4. Experience in architecting and deploying data engineering infrastructure; good understanding of the Big Data industry 5. Strong ownership, self-motivation, and passion for helping customers realize business value AI/LLM Requirements (Preferred): 6. Understanding of LLM fundamentals: model architectures (GPT, LLaMA, Qwen), fine-tuning (LoRA, PEFT), and prompt engineering 7. Experience with RAG systems, vector databases (Milvus, Pinecone, pgvector), and embedding models 8. Familiarity with AI Agent frameworks: LangChain, LlamaIndex, CrewAI, or similar tools 10. Exposure to enterprise AI platforms (Dify, FastGPT) or cloud AI services (AWS Bedrock, Azure OpenAI, GCP Vertex AI) is a plus