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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

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

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

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

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

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

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

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

  • Code, evaluate, or interpret collected study data.

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

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

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

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

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

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

  • Communicate with laboratories or investigators regarding laboratory findings.

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

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

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

  • Organize space for study equipment and supplies.

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

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

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

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

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

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

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

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

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

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

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

  • Register protocol patients with appropriate statistical centers as required.

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

  • Order drugs or devices necessary for study completion.

Technologies & Software

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