data/summaries/clinical_data_competencies.txt

Traditional CDM focused on data entry, cleaning, and database lock. Today’s environment demands broader
competencies: understanding clinical research strategies, therapeutic context, trial design, and basic
statistics. Proficiency in data standards (CDISC), metadata, and external data sources is required. CDM now
sits at the intersection of clinical operations, biostatistics, technology, regulatory, and safety functions.
Cross-functional collaboration is central, requiring professionals to “speak the language” of multiple
disciplines and contribute to joint decision-making.