Lower Risk

Pharmaceutical

Drug Safety Scientist

AI is poised to impact Drug Safety Scientists primarily through enhanced data analysis and adverse event reporting. LLMs can assist in literature reviews and report generation, while machine learning algorithms can identify patterns in large datasets of adverse events. Computer vision may play a role in analyzing images related to adverse reactions.

Top risks:

Review and analyze adverse event reports from clinical trials and post-market surveillance60%
Prepare and submit safety reports to regulatory agencies (e.g., FDA, EMA)70%
Conduct literature reviews to identify potential drug safety issues80%

Pharmaceutical

Medical Writer

AI, particularly large language models (LLMs), will significantly impact medical writing by automating the generation of drafts, summarizing research, and ensuring regulatory compliance. Computer vision may assist in analyzing medical images for inclusion in reports. However, tasks requiring critical evaluation of clinical data and strategic communication with stakeholders will remain human-centric.

Top risks:

Writing clinical study reports70%
Developing regulatory documents (e.g., INDs, NDAs)60%
Creating marketing materials for pharmaceutical products50%

Side-by-Side Metrics

Metric	Drug Safety Scientist	Medical Writer
Risk Score	69%	72%
Risk Level	High Risk	Critical Risk
Timeline	5-10 years	2-5 years
Category	Pharmaceutical	Pharmaceutical
Tasks at Risk	7 tasks	7 tasks
Skills at Risk	4 skills	5 skills
Safe Skills	5 skills	5 skills

Risk Comparison

Drug Safety Scientist69%

Medical Writer72%

Drug Safety Scientist has 3 percentage points lower risk than Medical Writer.

Tasks at Risk

Drug Safety Scientist Tasks at Risk

Review and analyze adverse event reports from clinical trials and post-market surveillance60%

5-10 years

Prepare and submit safety reports to regulatory agencies (e.g., FDA, EMA)70%

2-5 years

Conduct literature reviews to identify potential drug safety issues80%

2-5 years

Communicate safety information to healthcare professionals and patients30%

10+ years

Collaborate with other departments (e.g., clinical development, medical affairs) to address safety concerns20%

10+ years

Medical Writer Tasks at Risk

Writing clinical study reports70%

2-5 years

Developing regulatory documents (e.g., INDs, NDAs)60%

2-5 years

Creating marketing materials for pharmaceutical products50%

5-10 years

Summarizing scientific literature and research findings80%

2-5 years

Ensuring accuracy and consistency of medical information40%

5-10 years

Skills Comparison

Shared AI-Resistant Skills(valuable in both careers)

Complex problem-solvingEthical judgment

Drug Safety Scientist -- Safe Skills

Critical thinkingComplex problem-solvingCommunicationCollaborationEthical judgment

Drug Safety Scientist -- Skills at Risk

Data entryLiterature reviewReport generationData analysis

Medical Writer -- Safe Skills

Critical evaluation of clinical dataStrategic communicationRelationship buildingEthical judgmentComplex problem-solving

Medical Writer -- Skills at Risk

SummarizationDraftingData extractionBasic editingFormatting

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