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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

  • Register protocol patients with appropriate statistical centers as required.

  • Communicate with laboratories or investigators regarding laboratory findings.

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

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

  • 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.

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

  • Code, evaluate, or interpret collected study data.

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

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

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

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

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

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

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

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

  • Organize space for study equipment and supplies.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Order drugs or devices necessary for study completion.

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

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

Technologies & Software

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