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Solar Sales Representatives and Assessors

Contact new or existing customers to determine their solar equipment needs, suggest systems or equipment, or estimate costs.

$104,920 a year (for the broader BLS group this job sits in).

now
57%

of the working time. Estimate.

Kinds of work
  • 90%
  • 0%
  • 10%
27%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 90% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 47%. Today's estimate: 57%.

0%25%50%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 4% within reachGPT-5, August 2025: 7% within reachGemini 3 Pro, November 2025: 12% within reachClaude Opus 4.5, November 2025: 12% within reachGPT-5.2, December 2025: 17% within reachClaude Opus 4.6, February 2026: 18% within reachClaude Mythos Preview (early), April 2026: 47% within reachToday (estimate), September 2026: 57% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 13 tasks from .

TaskKind
Develop marketing or strategic plans for sales territories.Done more than monthly by most who do it. 24%6.7 h3.3 h to 2.1 work days10%Half by May 2027
Prepare proposals, quotes, contracts, or presentations for potential solar customers.Done several times a day by most who do it. 10%1.3 h25 min to 2.5 h87%Half by now
Select solar energy products, systems, or services for customers based on electrical energy requirements, site conditions, price, or other factors.Done several times a day by most who do it. 10%1.3 h25 min to 3.3 h77%Half by now
Prepare or review detailed design drawings, specifications, or lists related to solar installations.Done daily by most who do it. 9%2.5 h50 min to 5 h55%Half by now
Calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation.Done several times a day by most who do it. 8%1.3 h25 min to 2.5 h87%Half by now
Generate solar energy customer leads to develop new accounts.Done more than monthly by most who do it. 7%1.3 h25 min to 3.3 h77%Half by now
Create customized energy management packages to satisfy customer needs.Done daily by most who do it. 7%1.7 h50 min to 3.3 h90%Half by now
Assess sites to determine suitability for solar equipment, using equipment such as tape measures, compasses, and computer software.Done more than weekly by most who do it. 7%1.7 h38 min to 3.3 hStays with people
Provide technical information about solar power, solar systems, equipment, and services to potential customers or dealers.Done several times a day by most who do it. AI observed on this task.6%38 min13 min to 1.3 h98%Half by now
Gather information from prospective customers to identify their solar energy needs.Done several times a day by most who do it. 5%38 min17 min to 1.7 h98%Half by now
Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates.Done several times a day by most who do it. 3%25 min13 min to 1.3 h100%Half by now
Demonstrate use of solar and related equipment to customers or dealers.Done more than monthly by most who do it. 3%50 min17 min to 1.7 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.