Which job is safer from AI: Data Scientists or Statisticians?

Data Scientists is safer from AI based on ReplacedByAI risk scores. Data Scientists has an AI replacement risk score of 8/100 (Very Low), while Statisticians has a score of 67/100 (High).

What is Data Scientists's AI replacement risk?

Data Scientists has an AI replacement risk score of 8/100, which ReplacedByAI classifies as very low risk. Lower risk: the role depends more on human judgment and context.

What is Statisticians's AI replacement risk?

Statisticians has an AI replacement risk score of 67/100, which ReplacedByAI classifies as high risk. Moderate risk: AI can reshape important parts of the role.

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AI Risk Comparison

Data Scientists vs Statisticians

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

Safer role

Data Scientists

Higher risk

Statisticians

Risk gap

59 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

Statisticians67/100 Statistical Assistants93/100 Financial Quantitative Analysts93/100 Operations Research Analysts45/100 Bioinformatics Scientists41/100

TechnologyO*NET: 15-2041.00

Statisticians

Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.

AI Risk Score

67/100

High

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

Automation factors

Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
Report results of statistical analyses, including information in the form of graphs, charts, and tables.
Analyzing Data or Information
Working with Computers

Top skills

Mathematics4.88/5

Reading Comprehension4.00/5

Critical Thinking4.00/5

Active Listening3.88/5

Speaking3.88/5

Recommended career pivots

Data Scientists8/100 Biostatisticians58/100 Clinical Data Managers63/100 Mathematicians48/100 Bioinformatics Scientists41/100

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