Forward Deployed Engineer (AI)

Forward Deployed Engineer (AI)

Type: Full-time permanent

Location: Singapore, On-site

Job Description

• Design, build, and deploy enterprise-grade LLM-powered agentic workflows that reason, plan, and act across tools, APIs, vector databases, orchestration frameworks, and secure enterprise data sources.
• Translate ambiguous business problems into clear technical specifications, success criteria, and evaluation methodologies for accuracy, safety, latency, reliability, and performance.
• Develop production-grade Python applications with clean, testable, observable, and scalable code, including robust RAG pipelines and multi-step agent patterns.
• Own use cases end-to-end, from discovery and scoping through solution design, implementation, integration, deployment, and production optimisation.
• Collaborate directly with enterprise stakeholders, lead technical discussions, and align business needs with practical AI system architecture.
• Contribute reusable frameworks, engineering patterns, and delivery standards that improve consistency and quality across teams.
• Work flexibly across backend, AI, integration, and frontend areas when needed to deliver effective customer solutions.
• Thrive in fast-paced, ambiguous environments while driving clarity, alignment, and engineering excellence.

Qualifications

• Strong hands-on experience in Python software engineering, including building scalable, testable, observable, and production-ready applications.
• Practical experience developing and deploying RAG systems, LLM-powered agents, and multi-step workflows using agentic patterns.
• Deep understanding of frontier LLMs, vector databases, orchestration frameworks, APIs, and secure enterprise data integration.
• Proven ability to define evaluation frameworks for agent accuracy, safety, latency, reliability, and business impact.
• Experience working directly with enterprise customers and translating ambiguous requirements into clear technical specifications.