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Why it fits
Applies travel demand, traffic operations, project studies, models, and infrastructure planning with engineering credentials.
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Reuses optimization, simulations, network models, data validation, scenario analysis, and decision reports.
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Reuses study design, travel surveys, model validation, statistical analysis, and explaining findings.
Occupation snapshot
What does this snowflake show?
What's this?
We rate jobs using four factors. These are:
- Chance of being automated
- Job growth
- Wages
- Volume of available positions
These are some key things to think about when job hunting.
Risk & user votes
Calculated automation risk
Minimal Risk (0-20%): This occupation appears difficult to replace end-to-end with current or near-future automation, including AI software and robotics. Roles in this range usually depend on human judgement, creativity, care, leadership, specialist expertise, or adapting to messy real-world situations. AI and machines may still change parts of the work, but the occupation is likely to remain a distinct human role.
More information on what this score is, and how it is calculated is available here.
Human strengths important in this job
These are human abilities and work contexts that are important in this occupation. They may help explain why parts of the role are harder to replace end-to-end, but they are not the only inputs into the automation score.
Thinking creatively
Very importantWhy this matters
Decision-making and problem solving
Very importantWhy this matters
Communicating with people outside the organization
Very importantWhy this matters
Developing objectives and strategies
Very importantWhy this matters
Persuasion
Quite importantWhy this matters
Show 5 more strengths
Social perceptiveness
Quite importantWhy this matters
Coordinating others’ work
Quite importantWhy this matters
Coaching and developing others
Quite importantWhy this matters
Active learning
Quite importantWhy this matters
Operations analysis
Quite importantWhy this matters
What users think
Based on 36 votes
Our visitors have voted there's a low chance this occupation will be automated. This assessment is further supported by the calculated automation risk level, which estimates 19% chance of automation.
What do you think the risk of automation is?
What is the likelihood that Transportation Planners will be replaced by robots or artificial intelligence within the next 20 years?
Sentiment
Based on user votes over time
View sentiment trend
How opinions have changed over time
Pay & outlook
Wages
In 2024, the median annual wage for Social Scientists and Related Workers, All Other was $100,340 ($48 per hour).
The median annual wage for Social Scientists and Related Workers, All Other was 102.7% higher than the national median annual wage, which stood at $49,500.
Growth
The number of 'Social Scientists and Related Workers, All Other' job openings is expected to decline 1.7% by 2034
Updated projections are due 09-2025.
Volume
As of 2024 there were 36,970 people employed as 'Social Scientists and Related Workers, All Other' within the United States.
This represents around < 0.001% of the employed workforce across the country
Put another way, around 1 in 4 thousand people are employed as 'Social Scientists and Related Workers, All Other'.
People also viewed
Job description
Prepare studies for proposed transportation projects. Gather, compile, and analyze data. Study the use and operation of transportation systems. Develop transportation models or simulations.
O*NET-SOC code: 19-3099.01
What people are saying (2)
In addition to this, systems applied in logistics services and vehicle movement control systems have also seen significant advancements. This makes the automation process very feasible.
The system receives customer requests, assembles, and sorts them for transfer. The vehicles used for this transfer are also automated and do not require a driver.
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