Clinical Data Managers
Medium57.40%
Salary Range
Low (10th %)$61,070
Median$108,020
High (90th %)$184,090
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Apply knowledge of health care and database management to analyze clinical data, and to identify and report trends.
The occupation of Clinical Data Managers has been assessed with an automation risk of 57.4%, slightly below its base risk of 58.3%. This means that just over half of the current tasks performed in this role are susceptible to being automated by emerging technologies such as artificial intelligence (AI) and advanced data management systems. Several factors contribute to this moderate-to-high risk, including the structured, rules-based nature of many clinical data management activities. The continuing evolution of AI-driven data platforms specifically increases the potential for automating repetitive data processing and validation tasks that are central to this occupation. Among the most automatable tasks for Clinical Data Managers are: designing and validating clinical databases, processing clinical data (including receipt, entry, verification, or filing), and generating data queries based on logic checks or data entry issues. These functions typically involve standardized processes, logical frameworks, and error-checking mechanisms—all areas where automation and machine learning excel. As a result, these tasks are increasingly being integrated into automated workflows, reducing the need for manual intervention and allowing for greater processing speed and consistency. Conversely, some important aspects of the Clinical Data Manager role show strong resistance to automation. The most resistant tasks include providing support and information to various functional areas such as marketing, clinical monitoring, and medical affairs, developing or selecting software for specific research scenarios, and training staff on technical procedures or program usage. These duties demand interpersonal skills, tailored problem-solving, and the capacity for creative thinking—attributes reflected in the “Originality” bottleneck skill that holds a low automation risk of just 3.0%-3.4%. Such skills typically require nuanced decision-making and adaptive communication, both of which are challenging for AI to replicate, thus anchoring the value of skilled Clinical Data Managers even as automation expands within the field.
Filter by Automatable Status
Design and validate clinical databases, including designing or testing logic checks.
Partially Automatable
Process clinical data, including receipt, entry, verification, or filing of information.
Automatable
Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.
Automatable
Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.
Partially Automatable
Monitor work productivity or quality to ensure compliance with standard operating procedures.
Partially Automatable
Prepare appropriate formatting to data sets as requested.
Automatable
Design forms for receiving, processing, or tracking data.
Partially Automatable
Prepare data analysis listings and activity, performance, or progress reports.
Partially Automatable
Perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.
Partially Automatable
Analyze clinical data using appropriate statistical tools.
Partially Automatable
Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.
Partially Automatable
Develop technical specifications for data management programming and communicate needs to information technology staff.
Partially Automatable
Write work instruction manuals, data capture guidelines, or standard operating procedures.
Partially Automatable
Track the flow of work forms, including in-house data flow or electronic forms transfer.
Partially Automatable
Supervise the work of data management project staff.
Partially Automatable
Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.
Partially Automatable
Train staff on technical procedures or software program usage.
Partially Automatable
Develop or select specific software programs for various research scenarios.
Partially Automatable
Provide support and information to functional areas such as marketing, clinical monitoring, and medical affairs.
Partially Automatable
Confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.
Partially Automatable
Contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.
Partially Automatable
Reading ComprehensionActive ListeningLearning StrategiesMonitoringComplex Problem SolvingOperations MonitoringEquipment MaintenanceSystems AnalysisManagement of Personnel ResourcesWritingSpeakingMathematicsScienceCritical ThinkingActive LearningSocial PerceptivenessCoordinationPersuasionNegotiationInstructingService OrientationOperations AnalysisTechnology DesignEquipment SelectionInstallationProgrammingOperation and ControlTroubleshootingRepairingQuality Control AnalysisJudgment and Decision MakingSystems EvaluationTime ManagementManagement of Financial ResourcesManagement of Material Resources
Arm-Hand SteadinessAuditory AttentionCategory FlexibilityControl PrecisionDeductive ReasoningDepth PerceptionDynamic FlexibilityDynamic StrengthExplosive StrengthExtent FlexibilityFar VisionFinger DexterityFlexibility of ClosureFluency of IdeasGlare SensitivityGross Body CoordinationGross Body EquilibriumHearing SensitivityInductive ReasoningInformation OrderingManual DexterityMathematical ReasoningMemorizationMultilimb CoordinationNear VisionNight VisionNumber FacilityOral ComprehensionOral ExpressionOriginalityPerceptual SpeedPeripheral VisionProblem SensitivityRate ControlReaction TimeResponse OrientationSelective AttentionSound LocalizationSpatial OrientationSpeech ClaritySpeech RecognitionSpeed of ClosureSpeed of Limb MovementStaminaStatic StrengthTime SharingTrunk StrengthVisual Color DiscriminationVisualizationWrist-Finger SpeedWritten ComprehensionWritten Expression
Administration and ManagementAdministrativeEconomics and AccountingSales and MarketingCustomer and Personal ServicePersonnel and Human ResourcesProduction and ProcessingComputers and ElectronicsEngineering and TechnologyDesignBuilding and ConstructionMechanicalMathematicsPhysicsBiologySociology and AnthropologyGeographyHistory and ArcheologyFine ArtsPhilosophy and TheologyPublic Safety and SecurityLaw and GovernmentTelecommunicationsCommunications and MediaTransportationForeign LanguageEnglish LanguageEducation and TrainingTherapy and CounselingFood ProductionChemistryPsychologyMedicine and Dentistry
Monitoring Processes, Materials, or SurroundingsGetting InformationIdentifying Objects, Actions, and EventsInspecting Equipment, Structures, or MaterialsEstimating the Quantifiable Characteristics of Products, Events, or InformationJudging the Qualities of Objects, Services, or PeopleProcessing InformationEvaluating Information to Determine Compliance with StandardsAnalyzing Data or InformationMaking Decisions and Solving ProblemsThinking CreativelyUpdating and Using Relevant KnowledgeDeveloping Objectives and StrategiesScheduling Work and ActivitiesOrganizing, Planning, and Prioritizing WorkOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersRepairing and Maintaining Electronic EquipmentDrafting, Laying Out, and Specifying Technical Devices, Parts, and EquipmentDocumenting/Recording InformationInterpreting the Meaning of Information for OthersCommunicating with Supervisors, Peers, or SubordinatesCommunicating with People Outside the OrganizationEstablishing and Maintaining Interpersonal RelationshipsAssisting and Caring for OthersSelling or Influencing OthersResolving Conflicts and Negotiating with OthersPerforming for or Working Directly with the PublicRepairing and Maintaining Mechanical EquipmentCoordinating the Work and Activities of OthersDeveloping and Building TeamsTraining and Teaching OthersGuiding, Directing, and Motivating SubordinatesCoaching and Developing OthersProviding Consultation and Advice to OthersPerforming Administrative ActivitiesStaffing Organizational UnitsMonitoring and Controlling ResourcesPerforming General Physical ActivitiesControlling Machines and ProcessesHandling and Moving Objects
Microsoft Visual BasicWord processing softwareAutocodersFortress Medical ClindexMicrosoft SQL ServerMedidata Rave Data ManagementMerge Healthcare eTrialsOracle Remote Data CapturePhase Forward ClintrialClinical trial management softwareMicrosoft ProjectMicrosoft SharePointMicrosoft WordMicrosoft Visual BasicCitrix cloud computing softwareMicrosoft AccessIBM SPSS StatisticsSASC#Project management softwareC++Oracle JavaMicrosoft ExcelMEDITECH softwareEpic SystemsGo5AM Glassbox Translational ResearchClearTrialDrug coding softwareElectronic data capture EDC softwareePharmaSolutions eMVRInforSense InforSenseKIKA VeracityOpenClinicaOracle ClinicalPPD eLoaderStudyManager Sponsor EditionSyMetric Sciences SyMetricRelational database softwareSAS JMPSierra Scientific Software CRISTOPAZ Enterprise Software SuiteEpicCare Ambulatory Electronic Medical Records (EMR) softwareMedidata Rave Data ManagementAutocodersFortress Medical ClindexInvivo Data EPX ePRO Management SystemMerge Healthcare eTrialsOracle Remote Data CaptureMicrosoft SQL ServerClinical trial management softwareMicrosoft PowerPointMicrosoft ProjectMicrosoft AccessIBM SPSS StatisticsMicrosoft ExcelC#C++Epic SystemsGo5AM Glassbox Translational ResearchClearTrialePharmaSolutions eMVRInforSense InforSenseKIKA VeracityOracle ClinicalPatient tracking softwareOracle SQL LoaderEpicCare Ambulatory Electronic Medical Records (EMR) softwareDZS Software Solutions ClinPlusSierra Scientific Software CRISSAP Crystal ReportsSASTeradata DatabaseProject management softwareSAP BusinessObjects Crystal ReportsRelational database management softwarePPD eLoaderStudyManager Sponsor EditionSyMetric Sciences SyMetricSAS JMPTOPAZ Enterprise Software SuitePhase Forward ClintrialExtensible markup language XMLOracle JavaWord processing softwareMEDITECH softwareAllscripts healthcare automation softwareRelational database management softwareStructured query language SQLMicrosoft VisioSAP Crystal ReportsSAP BusinessObjects Crystal ReportsAllscripts healthcare automation softwareDrug coding softwareElectronic data capture EDC softwareOpenClinicaPatient tracking softwareInvivo Data EPX ePRO Management SystemDZS Software Solutions ClinPlusPercipEnz Technologies OnCore-Clinical Research Management OnCore-CRMPercipEnz Technologies OnCore-Clinical Research Management OnCore-CRMRelational database softwareOracle SQL LoaderMicrosoft PowerPointMicrosoft SharePointMicrosoft WordStructured query language SQLMicrosoft VisioTeradata DatabaseExtensible markup language XMLMicrosoft Office softwareMicrosoft Office softwareCitrix cloud computing software
Medical and Health Services Managers
Medium49.14%
Plan, direct, or coordinate medical and health services in hospitals, clinics, managed care organizations, public health agencies, or similar organizations.
Natural Sciences Managers
Medium46.02%
Plan, direct, or coordinate activities in such fields as life sciences, physical sciences, mathematics, statistics, and research and development in these fields.
Clinical Research Coordinators
Medium49.27%
Plan, direct, or coordinate clinical research projects. Direct the activities of workers engaged in clinical research projects to ensure compliance with protocols and overall clinical objectives. May evaluate and analyze clinical data.
Regulatory Affairs Specialists
Medium50.05%
Coordinate and document internal regulatory processes, such as internal audits, inspections, license renewals, or registrations. May compile and prepare materials for submission to regulatory agencies.
Project Management Specialists
Medium52.50%
Analyze and coordinate the schedule, timeline, procurement, staffing, and budget of a product or service on a per project basis. Lead and guide the work of technical staff. May serve as a point of contact for the client or customer.
Management Analysts
Medium51.36%
Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants.
Computer Systems Analysts
Medium48.05%
Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.
Health Informatics Specialists
Medium49.02%
Apply knowledge of nursing and informatics to assist in the design, development, and ongoing modification of computerized health care systems. May educate staff and assist in problem solving to promote the implementation of the health care system.
Database Administrators
Medium50.55%
Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.
Document Management Specialists
Medium56.74%
Implement and administer enterprise-wide document management systems and related procedures that allow organizations to capture, store, retrieve, share, and destroy electronic records and documents.
Statisticians
Medium53.05%
Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.
Biostatisticians
Medium55.00%
Develop and apply biostatistical theory and methods to the study of life sciences.
Data Scientists
Medium59.38%
Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.
Business Intelligence Analysts
Medium52.10%
Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.
Bioinformatics Technicians
Medium54.40%
Apply principles and methods of bioinformatics to assist scientists in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. Apply bioinformatics tools to visualize, analyze, manipulate or interpret molecular data. May build and maintain databases for processing and analyzing genomic or other biological information.
Bioinformatics Scientists
Medium51.45%
Conduct research using bioinformatics theory and methods in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. May design databases and develop algorithms for processing and analyzing genomic information, or other biological information.
Social Science Research Assistants
Medium53.73%
Assist social scientists in laboratory, survey, and other social science research. May help prepare findings for publication and assist in laboratory analysis, quality control, or data management.
Medical Records Specialists
High73.53%
Compile, process, and maintain medical records of hospital and clinic patients in a manner consistent with medical, administrative, ethical, legal, and regulatory requirements of the healthcare system. Classify medical and healthcare concepts, including diagnosis, procedures, medical services, and equipment, into the healthcare industry's numerical coding system. Includes medical coders.
Health Information Technologists and Medical Registrars
Medium57.81%
Apply knowledge of healthcare and information systems to assist in the design, development, and continued modification and analysis of computerized healthcare systems. Abstract, collect, and analyze treatment and followup information of patients. May educate staff and assist in problem solving to promote the implementation of the healthcare information system. May design, develop, test, and implement databases with complete history, diagnosis, treatment, and health status to help monitor diseases.
Statistical Assistants
High75.61%
Compile and compute data according to statistical formulas for use in statistical studies. May perform actuarial computations and compile charts and graphs for use by actuaries. Includes actuarial clerks.
Regulatory Affairs Managers
Medium47.41%
Plan, direct, or coordinate production activities of an organization to ensure compliance with regulations and standard operating procedures.
Human Factors Engineers and Ergonomists
Medium47.18%
Design objects, facilities, and environments to optimize human well-being and overall system performance, applying theory, principles, and data regarding the relationship between humans and respective technology. Investigate and analyze characteristics of human behavior and performance as it relates to the use of technology.
Survey Researchers
Medium52.28%
Plan, develop, or conduct surveys. May analyze and interpret the meaning of survey data, determine survey objectives, or suggest or test question wording. Includes social scientists who primarily design questionnaires or supervise survey teams.
Technical Writers
Medium54.19%
Write technical materials, such as equipment manuals, appendices, or operating and maintenance instructions. May assist in layout work.