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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

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

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

  • Communicate with laboratories or investigators regarding laboratory findings.

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

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

  • Order drugs or devices necessary for study completion.

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

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

  • Register protocol patients with appropriate statistical centers as required.

  • Organize space for study equipment and supplies.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Code, evaluate, or interpret collected study data.

  • 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.

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

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

  • 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

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