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Automation Risk Analysis

Will “Postdoctoral Fellow” be Automated?

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AI Exposure Risk

57%

“Postdoctoral Fellow” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Postdoctoral Fellow” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Clinical Research Coordinators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Job Title & Hierarchy Code (SOC) Clinical Research Coordinators #11-9121.01
ℹ️

Data is based on the reference occupation: “Clinical Research Coordinators”

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Core Skills & Abilities

  • Identify protocol problems, inform investigators of problems, or assist in problem resolution efforts, such as protocol revisions.

  • Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.

  • Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.

  • Organize space for study equipment and supplies.

  • Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.

  • Communicate with laboratories or investigators regarding laboratory findings.

  • Monitor study activities to ensure compliance with protocols and with all relevant local, federal, and state regulatory and institutional polices.

  • Participate in preparation and management of research budgets and monetary disbursements.

  • Solicit industry-sponsored trials through contacts and professional organizations.

  • Order drugs or devices necessary for study completion.

  • Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.

  • Perform specific protocol procedures such as interviewing subjects, taking vital signs, and performing electrocardiograms.

  • Confer with health care professionals to determine the best recruitment practices for studies.

  • Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.

  • Assess eligibility of potential subjects through methods such as screening interviews, reviews of medical records, or discussions with physicians and nurses.

  • Dispense medical devices or drugs, and calculate dosages and provide instructions as necessary.

  • Prepare for or participate in quality assurance audits conducted by study sponsors, federal agencies, or specially designated review groups.

  • Instruct research staff in scientific and procedural aspects of studies including standards of care, informed consent procedures, or documentation procedures.

  • Participate in the development of study protocols including guidelines for administration or data collection procedures.

  • Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.

  • Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.

  • Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.

  • Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.

  • Contact outside health care providers and communicate with subjects to obtain follow-up information.

  • Inform patients or caregivers about study aspects and outcomes to be expected.

  • Register protocol patients with appropriate statistical centers as required.

  • Direct the requisition, collection, labeling, storage, or shipment of specimens.

  • Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, or potential subject risks.

  • Interpret protocols and advise treating physicians on appropriate dosage modifications or treatment calculations based on patient characteristics.

  • Develop advertising and other informational materials to be used in subject recruitment.

  • Code, evaluate, or interpret collected study data.

  • Arrange for research study sites and determine staff or equipment availability.

  • Oversee subject enrollment to ensure that informed consent is properly obtained and documented.

Technologies & Software

  • ClearTrial
  • Electronic data capture EDC software
  • Google Meet
  • IBM SPSS Statistics
  • Gemini for Workspace
  • Nova (Amazon)
  • SAS
  • Notion AI
  • PercipEnz Technologies OnCore-Clinical Research Management OnCore-CRM
  • FileMaker Pro
  • Motion (AI Scheduler)
  • Kimi (Moonshot AI)
  • Qualitative analysis software
  • Online data collection systems
  • KIKA Veracity
  • Web browser software
  • DeepSeek
  • R
  • PPD eLoader
  • ChatGPT (OpenAI)
  • Budgeting software
  • Microsoft Office software
  • Clinical data management system CDMS
  • DZS Software Solutions ClinPlus
  • Drug coding software
  • Python
  • Phase Forward InForm GTM
  • Fireflies.ai
  • Llama (Meta)
  • InferMed MACRO Electronic Data Capture
  • Project management software
  • The MathWorks MATLAB
  • Claude (Anthropic)
  • Scheduling software
  • Gemini (Google)
  • SyMetric Sciences SyMetric
  • OpenClinica
  • Microsoft Project
  • Patient tracking software
  • StataCorp Stata
  • Microsoft Outlook
  • Microsoft PowerPoint
  • Perplexity AI
  • TOPAZ Enterprise Software Suite
  • Microsoft Excel
  • Grok (xAI)
  • StudyManager Sponsor Edition
  • PPD Patient Profiles
  • ePharmaSolutions eMVR
  • Qwen (Alibaba)
  • InforSense InforSense
  • Microsoft Access
  • Microsoft Word
  • Invivo Data EPX ePRO Management System
  • Mistral (Mistral AI)
  • Minitab
  • 5AM Glassbox Translational Research
  • Oracle Clinical
  • Clinical trial management software
  • Sierra Scientific Software CRIS
  • Microsoft Copilot
  • Otter.ai
  • Napkin AI
  • Digital video equipment
  • Photocopiers
  • Personal computers
  • Laptop computers
  • Laser facsimile machines
  • Smartphones