Codeaid

Codeaid is a specialized pre-employment testing platform built specifically for evaluating machine learning and AI engineering talent. Unlike generic coding platforms that rely on algorithm puzzles, Codeaid focuses on real-world AI workflows, including deep learning, generative AI, NLP, and computer vision. The platform provides a realistic 'Test Room' environment featuring JupyterLite notebooks and GPU-powered containers, ensuring candidates are assessed on their ability to build training pipelines, debug models, and optimize inference performance. A standout capability is the use of non-copyable, session-specific datasets that prevent candidates from using external AI tools to cheat, ensuring that evaluation results reflect genuine technical ability. The platform automates the entire pipeline—from assessment generation to instant, objective grading—providing hiring teams with detailed reports on model accuracy, code quality, and problem-solving logic. Codeaid offers tiered pricing, including a team plan and an enterprise option, and integrates with major ATS providers like Greenhouse and Lever. It is an ideal solution for technical teams looking to remove bias and manual effort from their AI hiring process.