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Simular

Software Engineer, CUA Control

today
Simular · Singapore, SG
On-siteFull-timePlaywright · Appium
Simular

Software Engineer, CUA Control

Simular · 🇺🇸 Singapore, SG · posted today
ApplyFull posting

Extracted from the posting

Base
Not stated
Remote
On-site
Stack
Playwright, Appium, PyAutoGUI, Hammerspoon

TL;DR

Software engineer on the CUA Control team building the layer that turns AI model intent into mouse, keyboard, and window actions on macOS, Windows, and Linux. Work covers UI element detection via accessibility APIs and visual grounding, plus error recovery and feedback loops. Stack includes CGEvent, SendInput, xdotool, AXUIElement, UI Automation, and AT-SPI, working closely with the model and planning team.

About Simular →

The full posting

Where multiple locations are listed for this role, the position may be based in any of those locations, with priority determined according to the order of listing.

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 might be a fit if

  • 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


Bonus

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).