Lead AI Engineer

AMBITION GROUP SINGAPORE PTE. LTD.; Singapore; On-site; SGD 180,000 - 280,000; Full time

Job summary

AMBITION GROUP SINGAPORE PTE. LTD. is seeking a Lead AI Engineer to drive production-grade AI/ML systems for mission-critical applications.

You will design, build, and deploy Generative AI, LLMs, RAG architectures, and multimodal solutions in collaboration with cross-functional teams. The ideal candidate has 6+ years in software and AI engineering, strong Python skills, and hands-on experience with modern AI frameworks, vector databases, APIs, containerization, and cloud or on-prem deployments.

Qualifications

• 6+ years of software and AI engineering experience.
• Proficient in Python and modern AI frameworks.
• Experience deploying AI in production environments.
• Knowledge of responsible AI and security considerations.
• Experience in regulated, security-sensitive environments is a plus.

Responsibilities

• Lead design and deployment of production-grade AI/ML systems.
• Drive Generative AI, LLMs, RAG architectures, and multimodal AI solutions.
• Collaborate with cross-functional teams to deploy scalable AI applications.
• Ensure responsible AI safeguards and translate business needs into AI products.

Skills

Python

AI frameworks

LLMs

Vector databases

APIs

Containerization

Cloud deployments

RAG

Agentic AI

Production AI

Tools

PyTorch

TensorFlow

Job description

We are partnering with a leading technology-focused organization to hire a Lead AI Engineer who will drive the development and deployment of advanced AI solutions for large-scale, mission-critical applications. The successful candidate will design, build, and optimize production-grade AI/ML systems, including Generative AI, LLMs, RAG architectures, Agentic AI, and multimodal AI solutions. This role involves collaborating closely with cross-functional teams to deploy scalable AI applications, improve model performance, implement responsible AI safeguards, and translate business requirements into impactful AI products.

Key Requirements:

• 6+ years of software and AI engineering experience, with a proven track record of deploying AI applications into production environments.
• Strong proficiency in Python and experience with modern AI frameworks, LLMs, vector databases, APIs, containerization, and cloud/on-premises deployments.
• Hands-on experience with RAG, Agentic AI, model optimization, monitoring, and AI application scalability.
• Strong stakeholder management, problem-solving, and communication skills.
• Experience in highly regulated, security-sensitive, or mission-critical environments will be advantageous.

This is an excellent opportunity to work on cutting-edge AI initiatives with significant real-world impact while collaborating with multidisciplinary teams in a fast-paced innovation-driven environment.