Energy Brokers
Buy or sell energy products on the behalf of residential or commercial customers or utilities. Negotiate and oversee contracts for energy sales.
AI Impact Summary
Energy Brokers faces moderate AI displacement risk with a score of 38/100. This occupation has higher AI displacement risk than 76% of all analyzed occupations. Of 16 analyzed tasks, 6 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 Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
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.
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)
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.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Energy Brokers 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
Machine Learning Specialization
by Stanford / DeepLearning.AI
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
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
16 tasks analyzed
Price energy based on market conditions.
Negotiate prices or contracts for energy sales or purchases.
Facilitate the delivery or receipt of wholesale power or retail load scheduling.
Forecast energy supply and demand to minimize costs and maximize availability.
Purchase or sell energy or energy derivatives for customers.
Contact prospective buyers or sellers of power to arrange transactions.
Monitor the flow of energy in response to changes in consumer demand.
Create product packages based on assessment of customers' needs.
Answer customer questions related to energy sales procedures, energy markets, or alternative energy sources.
Explain contracts or related documents to customers.
Develop or deliver proposals or presentations on topics such as the purchase or sale of energy.
Analyze customer bills and utility rate structures to select optimal rate structures for customers.
Research and recommend new products or services, such as alternative energy sources or renewable energy credits.
Monitor energy supply contracts to ensure proper implementation and execution by suppliers.
Prepare and send requests for price quotations to all energy companies in a particular market.
Analyze and evaluate energy supply bids to determine the best options.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Price energy based on market conditions. | 80Estimated | 59.0% | 8% | |
| Negotiate prices or contracts for energy sales or purchases. | 30Estimated | 27.0% | 10% | |
| Facilitate the delivery or receipt of wholesale power or retail load scheduling. | 90Estimated | 85.2% | 6% | |
| Forecast energy supply and demand to minimize costs and maximize availability. | 80Estimated | 59.0% | 8% | |
| Purchase or sell energy or energy derivatives for customers. | 85Estimated | 83.2% | 8% | |
| Contact prospective buyers or sellers of power to arrange transactions. | 35Estimated | 29.0% | 8% | |
| Monitor the flow of energy in response to changes in consumer demand. | 92Estimated | 86.0% | 5% | |
| Create product packages based on assessment of customers' needs. | 60Estimated | 51.0% | 5% | |
| Answer customer questions related to energy sales procedures, energy markets, or alternative energy sources. | 70Estimated | 43.0% | 6% | |
| Explain contracts or related documents to customers. | 62.5Observed | 40.0% | 5% | |
| Develop or deliver proposals or presentations on topics such as the purchase or sale of energy. | 45Estimated | 33.0% | 5% | |
| Analyze customer bills and utility rate structures to select optimal rate structures for customers. | 62.5Observed | 74.2% | 4% | |
| Research and recommend new products or services, such as alternative energy sources or renewable energy credits. | 60Estimated | 51.0% | 4% | |
| Monitor energy supply contracts to ensure proper implementation and execution by suppliers. | 90Estimated | 85.2% | 5% | |
| Prepare and send requests for price quotations to all energy companies in a particular market. | 95Estimated | 87.2% | 5% | |
| Analyze and evaluate energy supply bids to determine the best options. | 65Estimated | 53.0% | 8% |
Protective Factors
Total protective discount: 28.7%
Essential Soft Skills
Traits that are hard for AI to replicate
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. Energy Brokers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- 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.
- 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.
- 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.
- Negotiation
Negotiation 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.
- 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.
- Writing
Writing 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.
- Active Learning
Active Learning 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