Solar Sales Representatives and Assessors

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Gather information from prospective customers to identify their solar energy needs.71
• Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates.70
• Calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation.69

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Take quote requests or orders from dealers or customers.58
• Prepare proposals, quotes, contracts, or presentations for potential solar customers.57
• Select solar energy products, systems, or services for customers based on electrical energy requirements, site conditions, price, or other factors.56

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

The current data release does not distinguish durable tasks for this role.

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 57 puts Solar Sales Representatives and Assessors in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 4 of 13 analyzed tasks lean automatable, 9 augmentable, and 0 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $104,920median wage
• 284,800employed
• 27,200annual openings
• +1.9%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Energy Auditors 55
• Wind Energy Development Managers 50
• Solar Photovoltaic Installers 33
• Solar Thermal Installers and Technicians 26
• Sales Engineer 43
• Real Estate Sales Agents 57

FAQ — Solar Sales Representatives and Assessors

What does a score of 57 mean for a Solar Sales Representatives and Assessors?

It means that, weighted across the 13 tasks we analyzed for this role, the task mix sits at 57 on a 0–100 exposure scale — in the third quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Gather information from prospective customers to identify their solar energy needs; Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates; Calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The current data release does not distinguish durable tasks for this role.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.