Hard Skills
IntermediateData Collection and RecordingThe systematic process of gathering information from respondents using standardized questionnaires and accurately entering data into computer systems or paper forms.
ProficientData Confidentiality and EthicsKnowledge and implementation of legal and ethical standards regarding the protection of respondent identity and sensitive information.
IntermediateStatistical Clerical ProcessingThe task of coding, editing, and verifying statistical data to identify and correct inconsistencies or errors before final reporting.
Soft Skills
ProficientActive Listening and Oral CommunicationThe ability to listen carefully to respondent answers, clarify ambiguous points, and convey survey questions clearly without bias.
AdvancedPersuasion and Rapport BuildingTechniques used to encourage participation in surveys and motivate respondents to complete questionnaires in full.