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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

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

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

  • Order drugs or devices necessary for study completion.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

  • Communicate with laboratories or investigators regarding laboratory findings.

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

  • Code, evaluate, or interpret collected study data.

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

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

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

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

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

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

  • Organize space for study equipment and supplies.

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

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

  • Register protocol patients with appropriate statistical centers as required.

Technologies & Software

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