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AI Risk Comparison

Market Research Analysts and Marketing Specialists vs Logistics Engineers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Market Research Analysts and Marketing Specialists
Higher risk
Logistics Engineers
Risk gap
1 points
Business & FinanceO*NET: 13-1161.00

Market Research Analysts and Marketing Specialists

Research conditions in local, regional, national, or online markets. Gather information to determine potential sales of a product or service, or plan a marketing or advertising campaign. May gather information on competitors, prices, sales, and methods of marketing and distribution. May employ search marketing tactics, analyze web metrics, and develop recommendations to increase search engine ranking and visibility to target markets.

AI Risk Score

47/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
  • Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
  • Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.
  • Analyzing Data or Information
  • Processing Information

Top skills

Reading Comprehension4.00/5
Writing4.00/5
Critical Thinking4.00/5
Active Listening3.88/5
Speaking3.88/5

Recommended career pivots

Business & FinanceO*NET: 13-1081.01

Logistics Engineers

Design or analyze operational solutions for projects such as transportation optimization, network modeling, process and methods analysis, cost containment, capacity enhancement, routing and shipment optimization, or information management.

AI Risk Score

48/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • Identify cost-reduction or process-improvement logistic opportunities.
  • Analyze or interpret logistics data involving customer service, forecasting, procurement, manufacturing, inventory, transportation, or warehousing.
  • Conduct logistics studies or analyses, such as time studies, zero-base analyses, rate analyses, network analyses, flow-path analyses, or supply chain analyses.
  • Working with Computers
  • Analyzing Data or Information

Top skills

Systems Analysis4.62/5
Writing4.12/5
Complex Problem Solving4.12/5
Systems Evaluation4.12/5
Reading Comprehension4.00/5

Recommended career pivots

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