Evaluations of candidates' knowledge of JavaScript, Node.js frameworks (like Express), asynchronous programming, RESTful APIs, database integration (like MongoDB), testing (like Mocha), and version control (like Git) are common in the Node.js developer interview at purecode. It includes lectures on scalability and performance optimization, problem-solving activities, coding exercises, and technical evaluations.