Enterprise AI Engineer: Build Production-Grade AI Agents

ZERO BYTE LABS PTE. LTD.; Singapore; On-site; SGD 110,000 - 170,000; Full time

Job summary

ZERO BYTE LABS PTE. LTD. is seeking an AI Engineer to design, build, and improve AI systems powering Counso.AI. You will work across agents, retrieval, tool use, memory, workflow orchestration, evaluation, model integration, and production reliability.

This hands-on role collaborates closely with product and platform teams to turn emerging AI capabilities into dependable features for enterprise workflows, including strong collaboration with Mandarin-speaking stakeholders.

Qualifications

• Strong Python programming skills and solid software engineering fundamentals.

Responsibilities

• Design and build production-grade AI agents and agentic workflows.
• Develop RAG, retrieval, document-processing, and enterprise knowledge systems.
• Build tool-use, memory, orchestration, approval, and human-in-the-loop capabilities.
• Integrate and evaluate models from multiple providers, including model selection, routing, prompting, and execution strategies.
• Build structured-output, function-calling, and multi-step workflows for enterprise use cases.
• Develop evaluation systems for task success, accuracy, reliability, latency, and cost.
• Design guardrails, validation, fallback, failure-recovery, tracing, and observability mechanisms.
• Diagnose failures across models, prompts, retrieval, tools, data, application logic, and infrastructure.
• Build reusable AI components and platform capabilities that support multiple products and customer deployments.
• Work with product and engineering teams to translate business requirements into practical system designs.

Skills

Python programming

LLM applications

AI agents

Tool calling

Workflow orchestration

RAG

Root-cause analysis

Education

Bachelor's degree in Computer Science, Software Engineering, AI/ML, or related field

Tools

APIs

Databases

Testing

Debugging

Version control

CI/CD

Job description

ZERO BYTE LABS PTE. LTD. is seeking an AI Engineer to design, build, and improve AI systems powering Counso.AI. You will work across agents, retrieval, tool use, memory, workflow orchestration, evaluation, model integration, and production reliability.

This hands-on role collaborates closely with product and platform teams to turn emerging AI capabilities into dependable features for enterprise workflows, including strong collaboration with Mandarin-speaking stakeholders.