Senior Manager - AI & Data Engineering
Bangkok, Bangkok, Thailand
THB 1080K-1320K (estimate) Senior-level Full Time
Tasks
- Build and maintain AI data infrastructure for LLM RAG agentic AI chatbots recommendation and intelligent search
- Build and manage scalable data pipelines for model training inference and feature engineering
- Build workflow orchestration for enterprise data pipelines
- Design APIs and data services integration layers for AI applications
- Design and implement scalable AI data pipelines for vector search embeddings and RAG architectures
- Design and maintain data ingestion pipelines for structured semi structured and unstructured data
- Design develop and optimize ETL ELT pipelines for batch micro batch streaming and near real time processing
- Develop big data solutions using distributed computing
- Develop reusable datasets AI ready data products and semantic data models
- Ensure data quality governance lineage metadata management security and compliance
- Implement data validation monitoring logging alerting and observability
- Implement document ingestion embedding generation and vector search for RAG workflows
- Integrate modern data engineering tools and cloud technologies
- Lead AI machine learning and generative AI solution design and deployment
- Lead mentor and develop data engineering and AI engineering teams
- Optimize SQL queries Spark workloads partitioning storage formats and compute resources
- Own enterprise data architecture across lakehouse data warehouse feature store semantic layer and AI serving layers
- Support deployment and operationalization using DataOps MLOps and CI CD
- Troubleshoot production issues and recommend platform improvements
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | CI/CD | Data Governance | Data pipeline | Data pipeline orchestration | DataOps | Databricks | Databricks SQL | Delta Lake | ELT | ETL | Feature Engineering | Kafka | MLOps | Pipeline Orchestration | PostgreSQL | Python | Retrieval-Augmented Generation | SQL | Spark SQL | Spark Structured Streaming | Structured Streaming | Unity Catalog | Vector Search
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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