Effective assessment of technical skills in a large pool of candidates can be achieved through standardized testing, coding challenges, and practical task-based evaluations. Online assessment platforms can be particularly useful for administering these tests at scale. Additionally, incorporating peer review as part of the assessment process can provide valuable insights into a candidate's technical abilities.