PebbleRoad is a leading Singapore-based AI services company dedicated to orchestrating intelligent, end-to-end business workflows for large organizations
Job Summary
PebbleRoad is a leading Singapore-based AI services company dedicated to orchestrating intelligent, end-to-end business workflows for large organizations.
The role focuses on designing AI workflows, selecting suitable models, and exposing AI features through APIs for backend and frontend integration.
Candidates will build practical AI capabilities including OCR, LLM tasks like summarization, and recommendation logic based on user behavior.
Matching Summary
Match Score: 85
PebbleRoad is a leading Singapore-based AI services company dedicated to orchestrating intelligent, end-to-end business workflows for large organizations.
Salary
Competitive compensation; Performance-based bonuses; Medical insurance included
Skills & Requirements
Must-have
Strong AWS stack experience
LLM prompt engineering and structured outputs
OCR and document intelligence development
API development for AI capabilities
Vector databases and RAG implementation
AI output evaluation and quality assurance
Nice-to-have
Experience with MLOps and CI/CD pipelines
Knowledge of Docker and model monitoring
Understanding of recommendation logic and ranking
Familiarity with LangChain or LlamaIndex
Experience building production-grade AI features
Key Requirements
Strong experience in AWS stacks
Experience working with LLMs and prompt engineering
Understanding of recommendation systems and embeddings
Basic understanding of cloud deployment and logging
Experience with vector databases and RAG frameworks