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Automation Risk Analysis

Will “Postdoctoral Associate” be Automated?

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AI Exposure Risk

57%

“Postdoctoral Associate” 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 Associate” 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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

  • Organize space for study equipment and supplies.

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

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

  • Code, evaluate, or interpret collected study data.

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

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

  • Communicate with laboratories or investigators regarding laboratory findings.

  • Register protocol patients with appropriate statistical centers as required.

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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