Which job is safer from AI: Transportation Planners or Astronomers?

Astronomers is safer from AI based on ReplacedByAI risk scores. Transportation Planners has an AI replacement risk score of 48/100 (Medium), while Astronomers has a score of 47/100 (Medium).

What is Transportation Planners's AI replacement risk?

Transportation Planners has an AI replacement risk score of 48/100, which ReplacedByAI classifies as medium risk. Moderate risk: AI can reshape important parts of the role.

What is Astronomers's AI replacement risk?

Astronomers has an AI replacement risk score of 47/100, which ReplacedByAI classifies as medium risk. Moderate risk: AI can reshape important parts of the role.

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AI Risk Comparison

Transportation Planners vs Astronomers

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

Safer role

Astronomers

Higher risk

Transportation Planners

Risk gap

1 points

Science & ResearchO*NET: 19-3099.01

Transportation Planners

Prepare studies for proposed transportation projects. Gather, compile, and analyze data. Study the use and operation of transportation systems. Develop transportation models or simulations.

AI Risk Score

48/100

Medium

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

Automation factors

Prepare reports or recommendations on transportation planning.
Develop computer models to address transportation planning issues.
Analyze information related to transportation, such as land use policies, environmental impact of projects, or long-range planning needs.
Analyzing Data or Information
Working with Computers

Top skills

Reading Comprehension4.00/5

Active Listening4.00/5

Writing4.00/5

Speaking4.00/5

Critical Thinking4.00/5

Recommended career pivots

Transportation Engineers42/100 Urban and Regional Planners36/100 Transportation, Storage, and Distribution Managers34/100 Logistics Engineers48/100 Logisticians39/100

Science & ResearchO*NET: 19-2011.00

Astronomers

Observe, research, and interpret astronomical phenomena to increase basic knowledge or apply such information to practical problems.

AI Risk Score

47/100

Medium

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

Automation factors

Analyze research data to determine its significance, using computers.
Develop instrumentation and software for astronomical observation and analysis.
Review scientific proposals and research papers.
Working with Computers
Analyzing Data or Information

Top skills

Reading Comprehension4.25/5

Science4.25/5

Writing4.12/5

Mathematics4.12/5

Critical Thinking4.12/5

Recommended career pivots

Physicists48/100 Mathematicians48/100 Physics Teachers, Postsecondary36/100 Geoscientists, Except Hydrologists and Geographers39/100 Biochemists and Biophysicists41/100

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