- Only one or two papers typically matter during a job search, primarily for getting a foot in the door or deep dives during interviews.
- Interview rounds can be very diverse, including system design, parallel programming, and AI agent usage evaluations, beyond just LeetCode or behavioral questions.
- Work trials, which involve working on a task with a team for up to a week, are becoming more common and can disrupt interview preparation schedules.
- Timing is crucial in the job market, affecting opportunities based on viral work, research trends, headcounts, and exploding offers.