Solution Architect (Computer Vision & Embodied AI)

About Us

Resaro was founded on the belief that AI will change the world in ways we cannot even imagine, but every new technology needs safeguards to advance.

Resaro builds custom AI testing software that helps organisations validate the performance, robustness, and safety of mission-critical AI systems, spanning computer vision, generative AI, and autonomous systems. Our clients include government, military, and commercial organisations deploying AI in high-stakes environments. We work through embedded teams deployed on-site or closely integrated with our clients.

We're looking for a senior Solution Architect to lead technical pre-sales and solution scoping across our computer vision and embodied AI work. You'll be the first technical point of contact for customers: understanding their needs, designing test and assurance solutions that map to our platform, and ensuring a smooth handover from scoping to engineering. This role spans both established CV assurance engagements and a growing pipeline of robotics and autonomy testing programmes.

What You'll Do

• Lead technical pre-sales across computer vision and embodied AI / autonomy engagements: workshops, demos, solution-design sessions.


• Scope customer requirements (CV model assurance, UGV / robotics autonomy V&V) and translate them into formal technical specifications and test strategies.


• Design solution architectures that map customer needs to AIP capabilities across vision, generative, and autonomous-systems testing.


• Act as the feasibility anchor for both the solutions we propose to clients and the internal roadmap: guide the team on what to build and how to prioritise, grounded in hands-on experience of what is realistic.


• Push back constructively when a client requests something that does not make technical sense or would demand disproportionate effort, and steer them toward a workable alternative.


• Advise customers on evaluation methodology: ODD specification, scenario design, simulation-based and real-world V&V, sensor-data analysis, and model performance, robustness, and safety testing.


• Work with Forward Deployed Engineers to ensure smooth handover from scoping to deployment.


• Maintain ongoing technical relationships with key government and defence accounts.


• Contribute to proposal writing, RFP responses, and technical documentation.


• Provide market and competitive intelligence to inform the product roadmap, particularly in autonomy and robotics testing.

What We're Looking For

• 5 to 10 years in solution architecture, ML/AI engineering, or technical consulting, with customer-facing scoping experience.


• Technical depth across both computer vision and embodied AI / robotics / autonomous systems (perception stacks, ROS, simulation, sensor data).


• Experience designing solutions for enterprise and government customers.


• Excellent presentation and communication skills: comfortable in executive-level conversations.


• Ability to translate complex technical capabilities into customer business value.


• Experience with proposal writing, RFP responses, and formal requirements documentation.


• Self-directed and comfortable operating across time zones and geographies.


• Comfortable carrying engagements through many conversations and consistent follow-up rather than one-off interactions.


• Thrives in ambiguity, where scope shifts as client needs and conversations evolve.


• Able to iterate on scope and ramp quickly to depth in unfamiliar technical areas.


• Due to the requirements of security clearance, we are only able to consider Singapore Citizens/Singapore Permanent Residents for this position.

Nice to Have

• AI evaluation or V&V experience: eval harnesses, benchmarking, model testing, or safety cases.


• Familiarity with autonomy V&V tooling: CARLA, Isaac Sim, Applied Intuition or Foretellix, OpenSCENARIO / OpenODD, rosbag / lidar / camera analysis.


• Experience in defence, robotics, or autonomous-vehicle programmes.


• Understanding of AI governance and safety standards (ISO 26262, SOTIF, ISO 34503, DO-178C).


• Existing network in Singapore government or defence procurement.


• Experience with Palantir, Applied Intuition, or similar enterprise / autonomy software companies.

Our Wish List

We have deliberately tightened our hiring bar. Every person we bring should ideally meet these standards:

• Communication and handover: You must be able to clearly document your work, hand over context to colleagues, and communicate technical decisions to non-technical stakeholders.


• Independent operation: You must be able to work autonomously with minimal supervision, manage ambiguity, and make sound technical decisions.


• T-shaped profile: Depth in your primary area plus working knowledge across the stack. We value breadth alongside expertise.


• Sound technical judgment: You must be able to scope rigorously, surface risk early, and make defensible recommendations under incomplete information.