Initial Screening: A phone or video interview to assess basic qualifications and fit for the role. Technical Assessment: A test or take-home assignment to evaluate technical skills and problem-solving abilities. Research Presentation: A presentation of previous research work to demonstrate expertise, communication skills, and the ability to articulate complex ideas. Panel Interviews: Multiple rounds of interviews with team members, including potential peers and supervisors, to assess domain knowledge, collaboration skills, and cultural fit. Final Interview: A comprehensive discussion with senior leadership or key stakeholders to evaluate strategic thinking and alignment with the organization's goals.