Spatial AI Product Engineer — Living Lab Innovator

NCS Group; Singapore; On-site; SGD 120,000 - 180,000; Full time

Benefits offered by this job

Competitive compensation

Professional development support

Collaborative, multidisciplinary team

Living lab for AI

Job summary

NCS Group seeks an AI Product Engineer to design and develop systems enabling AI to perceive, reason, and act in physical space within real workplaces. You will build AI-native stacks, prototype solutions, and translate customer needs into technical requirements for live deployments.

You’ll work on perception, planning, and control for robotic agents, leverage ROS/ROS2, and contribute to a dynamic living lab that blends sensors, vision, and IoT data into actionable spatial understanding.

Qualifications

• AI-native by default — you reach for models, agents, and learned systems as your primary design tool.
• Demonstrated experience architecting AI-driven systems.
• Exposure to physical/spatial AI or robotics — perception, SLAM/mapping, sensor fusion, robot planning/control, or spatial computing such as Gaussian splatting.
• Experience building evaluation frameworks/harnesses for AI systems.
• Strong engineering fundamentals — Python, C++, APIs; data pipelines; robotics tooling such as ROS/ROS2.
• Operates independently within a small squad and embraces a product mindset.

Responsibilities

• Join an AI product team with the mission to create a living lab for physical AI.
• Architect the AI-driven stack end to end, and build with AI-native tools and workflows.
• Translate customer vision and challenges into technical requirements and innovate on solutioning.
• Develop prototypes and proofs of concept.
• Engage users and clients across the product lifecycle.
• Design spatial intelligence systems: turn sensor, vision, and IoT data into a live understanding of space; occupancy, locations, environmental state, and spatial relationships.
• Develop and integrate physical AI/robotics systems — perception, planning, and control for robots and autonomous agents, leveraging ROS/ROS2 where possible.

Skills

Python

C++

APIs

Data pipelines

AI-driven systems design

Tools

ROS/ROS2

Job description

NCS Group seeks an AI Product Engineer to design and develop systems enabling AI to perceive, reason, and act in physical space within real workplaces. You will build AI-native stacks, prototype solutions, and translate customer needs into technical requirements for live deployments.

You’ll work on perception, planning, and control for robotic agents, leverage ROS/ROS2, and contribute to a dynamic living lab that blends sensors, vision, and IoT data into actionable spatial understanding.