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AI Risk Comparison

Data Scientists vs Marketing Managers

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

Safer role
Data Scientists
Higher risk
Marketing Managers
Risk gap
21 points
TechnologyO*NET: 15-2051.00

Data Scientists

Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.

AI Risk Score

8/100
Very Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Provide data-driven insights and recommendations

Top skills

Recommended career pivots

Statisticians67/100Statistical Assistants93/100Financial Quantitative Analysts93/100Operations Research Analysts45/100Bioinformatics Scientists41/100
ManagementO*NET: 11-2021.00

Marketing Managers

Plan, direct, or coordinate marketing policies and programs, such as determining the demand for products and services offered by a firm and its competitors, and identify potential customers. Develop pricing strategies with the goal of maximizing the firm's profits or share of the market while ensuring the firm's customers are satisfied. Oversee product development or monitor trends that indicate the need for new products and services.

AI Risk Score

29/100
Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Compile lists describing product or service offerings.
  • Use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.
  • Confer with legal staff to resolve problems, such as copyright infringement or royalty sharing with outside producers or distributors.
  • Working with Computers
  • Updating and Using Relevant Knowledge

Top skills

Reading Comprehension3.88/5
Active Listening3.88/5
Speaking3.88/5
Critical Thinking3.88/5
Active Learning3.88/5

Recommended career pivots

Market Research Analysts and Marketing Specialists47/100Sales Managers28/100Advertising and Promotions Managers31/100Search Marketing Strategists48/100Advertising Sales Agents48/100

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