Embedded AI Engineer: Production ML & Agentic AI

Flintex Consulting Pte Ltd; Singapore; On-site; SGD 67,000 - 95,000; Full time

Job summary

Zohorecruit in Singapore is seeking an Applied AI Engineer to embed with business units and operations teams, owning AI solutions end-to-end from problem discovery to production. You will write production code, deploy models, and ensure reliability while delivering business impact.

The role blends a strong ML foundation with hands-on AI engineering to build agentic systems, scale backends, and implement robust CI/CD, DevOps practices, and production guardrails.

Qualifications

• Hands-on experience in building, training, evaluating, and deploying ML/DL models in production.
• Experience with forecasting or time-series modelling is a plus.

Responsibilities

• Discover and scope high-value AI use cases with business and operations teams.
• Design and build production-grade AI solutions using LLMs, prompt engineering, and tool calling.
• Architect agent orchestration, MCP servers, and enterprise integrations.
• Build secure backend APIs/services to support AI workloads.
• Deploy, monitor, and continuously improve AI deployments in production.

Skills

Agentic AI

LLMs

Prompt engineering

Model deployment

REST API design

Docker

Azure/GCP

Multi-agent workflows

Tools

C# / .NET

AKS

Vector databases

RAG

LLM orchestration frameworks

Job description

Zohorecruit in Singapore is seeking an Applied AI Engineer to embed with business units and operations teams, owning AI solutions end-to-end from problem discovery to production. You will write production code, deploy models, and ensure reliability while delivering business impact.

The role blends a strong ML foundation with hands-on AI engineering to build agentic systems, scale backends, and implement robust CI/CD, DevOps practices, and production guardrails.