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We're looking for an engineer to work on the control layer - the system that translates an AI model's intent into precise, reliable actions on a real computer. This means mouse movements, keyboard input, window management, UI element detection, and error recovery across macOS, Windows, and Linux.
What You'll Do
Experience with screen reader internals, remote desktop protocols (RDP/VNC), game automation, LLM agent tool-use systems, or mobile device automation (iOS UIAutomation / XCTest, Android UIAutomator / Accessibility).
We're looking for an engineer to work on the control layer - the system that translates an AI model's intent into precise, reliable actions on a real computer. This means mouse movements, keyboard input, window management, UI element detection, and error recovery across macOS, Windows, and Linux.
What You'll Do
- Work on the low-level computer control stack: mouse/keyboard injection, screen capture, coordinate mapping, input simulation
- Implement UI element detection using accessibility APIs (AXUIElement, UI Automation), DOM/a11y trees, and visual grounding
- Help build the abstraction layer that lets our agent operate across OS platforms and application types
- Tackle reliability problems: element targeting under UI changes, window occlusion, resolution scaling, cross-app focus management
- Contribute to feedback loops: how does the agent know its action worked? How does it recover when something unexpected happens?
- Work closely with the model and planning team on the interface between intent and execution
- You've built OS-level input automation (CGEvent, SendInput, xdotool, or similar)
- You understand accessibility frameworks - AXUIElement on macOS, UI Automation on Windows, AT-SPI on Linux
- You've dealt with flaky element selectors, timing issues, resolution-dependent coordinates
- You think carefully about reliability and edge cases
- You've worked with tools like Playwright, Appium, PyAutoGUI, Hammerspoon, or similar
Experience with screen reader internals, remote desktop protocols (RDP/VNC), game automation, LLM agent tool-use systems, or mobile device automation (iOS UIAutomation / XCTest, Android UIAutomator / Accessibility).
Key Skills
Ranked by relevance
ui
android
appium
spi
ios
ai
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- Posted
- May 24, 2026
- Type
- Full-time
- Level
- Not Applicable
- Location
- Singapore
- Company
- Simular
Industries
Technology
Information
Internet
Categories
Engineering
Information Technology
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3 roles aligned with this opportunity
View Job Details
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2026-03-18
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View Job Details
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