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Automation Risk Analysis

Will “Postdoctoral Researcher” be Automated?

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AI Exposure Risk

57%

“Postdoctoral Researcher” 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 Researcher” 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

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

  • Communicate with laboratories or investigators regarding laboratory findings.

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

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

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

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

  • 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.

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

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

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

  • Register protocol patients with appropriate statistical centers as required.

  • 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.

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

  • 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.

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

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

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

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

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

  • Code, evaluate, or interpret collected study data.

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

  • Order drugs or devices necessary for study completion.

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

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

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

  • Organize space for study equipment and supplies.

  • 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.

Technologies & Software

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