As an interviewer at OURBIT, I would assess candidates based on their ability to demonstrate strong analytical skills, problem-solving capabilities, and collaborative spirit. Key points of assessment include technical proficiency in data analysis tools, experience in handling real-world data challenges, and clear communication of insights. I look for candidates who can provide specific examples of data cleaning, model building, and cross-departmental teamwork, as these directly support OURBIT's need for reliable and innovative data support.