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Automation Risk Analysis

Will “Postdoctoral Research Fellow” be Automated?

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AI Exposure Risk

57%

“Postdoctoral Research 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 Research 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

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

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

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

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

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

  • Register protocol patients with appropriate statistical centers as required.

  • Organize space for study equipment and supplies.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Order drugs or devices necessary for study completion.

  • Communicate with laboratories or investigators regarding laboratory findings.

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

  • Code, evaluate, or interpret collected study data.

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

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

Technologies & Software

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