GenAI Systems Engineer - Production & Agents

Newbridge; Kuala Lumpur; On-site; MYR 380,000 - 571,000; Full time

Job summary

Newbridge is expanding its Data & AI practice with a hands-on GenAI Engineer role in Singapore. You will work under the Lead AI Architect to take enterprise use-cases from design to production, owning how it gets built, deployed, governed and operated.

You’ll join a senior team and collaborate with global Data & AI teams to deliver scalable GenAI solutions, including multi-agent workflows, RAG pipelines, and secure, observable architectures.

Qualifications

• 2+ years shipping production GenAI systems in software/data/ML roles.
• Strong Python, API development, microservices, cloud-native engineering.
• Hands-on with RAG pipelines and vector DBs.
• Experience with agentic frameworks: LangGraph, CrewAI, AutoGen, LangChain, Semantic Kernel.
• Experience with managed AI platforms: Azure OpenAI Foundry, AWS Bedrock, GCP Vertex AI.
• Understanding of LLM fundamentals: prompting, tool use, evaluation, latency and cost.
• Comfortable in consulting/client-facing environments.

Responsibilities

• Build Production GenAI & agent-first systems from design to production.
• Own RAG pipelines and knowledge layer implementation.
• Model integration across frontier/open-weight models and platforms.
• Ensure security, governance, observability, and CI/CD for AI systems.

Skills

Python

API development

Microservices

Cloud-native

LLM fundamentals

Prompting

Context management

Tools

Pinecone

Weaviate

pgvector

Azure AI Search

LangGraph

CrewAI

AutoGen

LangChain

Job description

Newbridge is expanding its Data & AI practice with a hands-on GenAI Engineer role in Singapore. You will work under the Lead AI Architect to take enterprise use-cases from design to production, owning how it gets built, deployed, governed and operated.

You’ll join a senior team and collaborate with global Data & AI teams to deliver scalable GenAI solutions, including multi-agent workflows, RAG pipelines, and secure, observable architectures.