Data & AI Solution Architect

SINGDATA CLOUD PTE. LTD.; Singapore; In loco; SGD 120.000 - 180.000; Tempo pieno

Descrizione del lavoro

SINGDATA CLOUD PTE. LTD. is seeking a Data/AI Solutions Consultant to drive transformation for key customers using Singdata Lakehouse and AI solutions. You will lead AI Agent use case discovery, design architecture, and oversee end-to-end project delivery.

Collaborating with the local sales team, you will ensure solutions meet business and technical requirements, build reusable assets, and deliver training and workshops to customers and partners. APAC travel of up to 30% is expected.

Competenze

• Bachelor's degree in Computer Science, Engineering, or related field; 5+ years of related work experience.
• Solid skills with at least one mainstream big data platform: Snowflake / Databricks / ClickHouse / Hadoop / Spark
• Hands-on coding experience, AI coding experience, especially for mission-critical and low-latency systems
• Experience in architecting and deploying data engineering infrastructure; good understanding of the Big Data industry
• Strong ownership, self-motivation, and passion for helping customers realize business value

Mansioni

• Provide consulting services to key customers on Singdata Lakehouse and AI solutions, driving their Data + AI transformation journey
• Conduct AI Agent use case discovery, lead solution design and architecture, and drive end-to-end project implementation
• Work with local sales team to ensure products meet customers' business and technical requirements
• Build reusable solution assets and reference architectures; deliver training, tech talks, and workshops to customers and partners
• Drive high customer satisfaction in all engagements
• Travel within APAC is expected (30%)

Conoscenze

Coding experience (AI)

Big data platform knowledge

Solution architecture experience

Customer value focus

Formazione

Bachelor's degree in Computer Science / Engineering or related field

Strumenti

Snowflake

Databricks

ClickHouse

Hadoop

Spark

Descrizione del lavoro

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):

1. Understanding of LLM fundamentals: model architectures (GPT, LLaMA, Qwen), fine-tuning (LoRA, PEFT), and prompt engineering


2. Experience with RAG systems, vector databases (Milvus, Pinecone, pgvector), and embedding models


3. Familiarity with AI Agent frameworks: LangChain, LlamaIndex, CrewAI, or similar tools


4. Exposure to enterprise AI platforms (Dify, FastGPT) or cloud AI services (AWS Bedrock, Azure OpenAI, GCP Vertex AI) is a plus