Solar Sales Representatives and Assessors
Contact new or existing customers to determine their solar equipment needs, suggest systems or equipment, or estimate costs.
AI Impact Summary
Solar Sales Representatives and Assessors faces moderate AI displacement risk with a score of 31/100. This occupation has higher AI displacement risk than 43% of all analyzed occupations. Of 13 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Solar Sales Representatives and Assessors skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Customer Service Fundamentals
by Knowledge Accelerators
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
13 tasks analyzed
Prepare proposals, quotes, contracts, or presentations for potential solar customers.
Select solar energy products, systems, or services for customers based on electrical energy requirements, site conditions, price, or other factors.
Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates.
Gather information from prospective customers to identify their solar energy needs.
Calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation.
Provide technical information about solar power, solar systems, equipment, and services to potential customers or dealers.
Generate solar energy customer leads to develop new accounts.
Take quote requests or orders from dealers or customers.
Assess sites to determine suitability for solar equipment, using equipment such as tape measures, compasses, and computer software.
Prepare or review detailed design drawings, specifications, or lists related to solar installations.
Develop marketing or strategic plans for sales territories.
Create customized energy management packages to satisfy customer needs.
Demonstrate use of solar and related equipment to customers or dealers.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Prepare proposals, quotes, contracts, or presentations for potential solar customers. | 56.9Observed | 72.0% | 10% | |
| Select solar energy products, systems, or services for customers based on electrical energy requirements, site conditions, price, or other factors. | 62.5Observed | 52.0% | 8% | |
| Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates. | 46.13Observed | 33.5% | 10% | |
| Gather information from prospective customers to identify their solar energy needs. | 37.88Observed | 30.2% | 10% | |
| Calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation. | 92Estimated | 86.0% | 8% | |
| Provide technical information about solar power, solar systems, equipment, and services to potential customers or dealers. | 57Observed | 37.8% | 10% | |
| Generate solar energy customer leads to develop new accounts. | 40Observed | 31.0% | 12% | |
| Take quote requests or orders from dealers or customers. | 36.78Observed | 63.9% | 5% | |
| Assess sites to determine suitability for solar equipment, using equipment such as tape measures, compasses, and computer software. | 10Estimated | 13.0% | 10% | |
| Prepare or review detailed design drawings, specifications, or lists related to solar installations. | 90Estimated | 85.2% | 5% | |
| Develop marketing or strategic plans for sales territories. | 73.72Observed | 56.5% | 5% | |
| Create customized energy management packages to satisfy customer needs. | 60Estimated | 51.0% | 5% | |
| Demonstrate use of solar and related equipment to customers or dealers. | 15Estimated | 21.0% | 2% |
Protective Factors
Total protective discount: 30.0%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$100,070
per year
Mean Wage
$114,520
per year
Employment
294K
workers
Wage Range
$48,840 - $194,890
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Recommendations
Skills to Develop
These skills are at risk from AI automation. Solar Sales Representatives and Assessors professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change
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