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Recommendation engines can act as "silent career counselors," steering users toward specific career visions based on their identity signals, often with zero transparency.

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Accessing career-related content fundamentally reshaped how young professionals made decisions in 2021. This paper examines how access to social media

By 2021, social media evolved from a social networking tool into a primary engine for career discovery and professional identity formation. This paper examines how access to social media content influences job choices among students and young professionals, mediated by factors such as self-efficacy and work values. Findings suggest that while access increases flexibility and "knowing whom" competency, it also introduces risks such as unrealistic "expectation pressure" and algorithmic steering. 1. Introduction: The 2021 Shift Introduction: The 2021 Shift Social media exposure can

Social media exposure can lead to skewed employment choices due to "expectation pressure," where students feel forced to match the highly curated "success" narratives seen online.

Social media erased geographical barriers.