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How an energy auditor can use AI, task by task

O*NET 47-4011.01: Energy AuditorsMedian pay $74,690/year (BLS, May 2025)21 tasksJob Zone 3: Medium preparation

Conduct energy audits of buildings, building systems, or process systems. May also conduct investment grade audits of buildings or systems.

Type your own title and every prompt on this page updates to match. Also called: Building Performance Consultant, Building Science and Energy Specialist, Building Scientist, Energy Advisor, Energy and Building Systems Specialist, Energy Auditor, Energy Consultant, Energy Rater, Home Energy Inspector, Home Performance Consultant.

Where AI fits in this job

AI-ready 44%AI-assist 39%Stays human 17%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 9 AI-ready, 8 AI-assist and 4 human-led tasks out of 21. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Identify and prioritize energy-saving measures.Crunch the numbers · Daily
  2. Calculate potential for energy savings.Crunch the numbers · Weekly
  3. Prepare audit reports containing energy analysis results or recommendations for energy cost savings.Write it up · Weekly

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system.Watch & inspect · Weekly
  2. Perform tests such as blower-door tests to locate air leaks.Watch & inspect · Weekly
  3. Inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications.Watch & inspect · Monthly

Skills to build & where you could move ↓

AI can draft these 9

AI produces a usable first pass. You review it, fix it and own it.

Calculate potential for energy savings.

Weekly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 41% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to calculate potential for energy savings.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Task: [orders, coverage, quantities]
Data: [paste]

Calculate with formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Operational calculations

Step 1Pick a real example: the next time you calculate potential (this week).
Step 2Fill in [Task] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.4/5 · core task · O*NET work activity: Calculate data to inform organizational operations.. Also involves: Analyze energy usage data..

Prepare audit reports containing energy analysis results or recommendations for energy cost savings.

Weekly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to prepare audit reports containing energy analysis results or recommendations for energy cost savings.

Context: We use Microsoft SharePoint and Microsoft Word.
Report: [budget, expense, financial summary]
Figures and context: [paste numbers, notes]
Audience: [board, manager, regulator]

Draft the report with a summary, tables, variances explained and next steps. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Financial or budget report

Step 1Pick a real example: the next time you prepare audit reports containing energy analysis results or recommendations (this week).
Step 2Fill in [Report], [Figures and context] and [Audience] with the real details, then run the prompt.
Step 3Recompute every total and check each variance explanation against the books. Recompute every total yourself.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.4/5 · core task · O*NET work activity: Prepare financial documents, reports, or budgets..

Collect and analyze field data related to energy usage.

Weekly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to collect and analyze field data related to energy usage.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Building or site: [describe]
Data: [paste meter readings, bills]

Verify bills against readings, spot unusual usage, and suggest savings with estimated payback. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Energy bill and usage check

Step 1Pick a real example: the next time you collect and analyze field data to energy usage (this week).
Step 2Fill in [Building or site] and [Data] with the real details, then run the prompt.
Step 3Check one flagged bill with the utility.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.1/5 · core task · O*NET work activity: Analyze energy usage data.. Also involves: Research issues related to the environment or sustainable business practices..

Measure energy usage with devices such as data loggers, universal data recorders, light meters, sling psychrometers, psychrometric charts, flue gas analyzers, amp probes, watt meters, volt meters, thermometers, or utility meters.

Weekly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to measure energy usage with devices such as data loggers, universal data recorders, light meters, sling psychrometers, psychrometric charts, flue gas analyzers, amp probes, watt meters, volt meters, thermometers, or utility meters.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Building or site: [describe]
Data: [paste meter readings, bills]

Verify bills against readings, spot unusual usage, and suggest savings with estimated payback. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Energy bill and usage check

Step 1Pick a real example: the next time you measure energy usage (this week).
Step 2Fill in [Building or site] and [Data] with the real details, then run the prompt.
Step 3Check one flagged bill with the utility.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.0/5 · core task · O*NET work activity: Analyze energy usage data..

Prepare job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades.

Weekly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to prepare job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades.

Context: We use Microsoft SharePoint and Microsoft Word.
Equipment or system: [describe]
Requirements: [list]

Draft a spec with measurable requirements. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Technical specification

Step 1Pick a real example: the next time you prepare job specification sheets (this week).
Step 2Fill in [Equipment or system] and [Requirements] with the real details, then run the prompt.
Step 3Check every fact, name and number against your source before it goes anywhere.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.9/5 · core task · O*NET work activity: Develop technical specifications for systems or equipment..

Quantify energy consumption to establish baselines for energy use or need.

Weekly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to quantify energy consumption to establish baselines for energy use or need.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Building or site: [describe]
Data: [paste meter readings, bills]

Verify bills against readings, spot unusual usage, and suggest savings with estimated payback. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Energy bill and usage check

Step 1Pick a real example: the next time you quantify energy consumption (this week).
Step 2Fill in [Building or site] and [Data] with the real details, then run the prompt.
Step 3Check one flagged bill with the utility.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.7/5 · core task · O*NET work activity: Analyze energy usage data..

Analyze energy bills, including utility rates or tariffs, to gather historical energy usage data.

Weekly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to analyze energy bills, including utility rates or tariffs, to gather historical energy usage data.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Building or site: [describe]
Data: [paste meter readings, bills]

Verify bills against readings, spot unusual usage, and suggest savings with estimated payback. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Energy bill and usage check

Step 1Pick a real example: the next time you analyze energy bills (this week).
Step 2Fill in [Building or site] and [Data] with the real details, then run the prompt.
Step 3Check one flagged bill with the utility.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.7/5 · core task · O*NET work activity: Analyze energy usage data..

Determine patterns of building use to show annual or monthly needs for heating, cooling, lighting, or other energy needs.

Weekly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to determine patterns of building use to show annual or monthly needs for heating, cooling, lighting, or other energy needs.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Building or site: [describe]
Data: [paste meter readings, bills]

Verify bills against readings, spot unusual usage, and suggest savings with estimated payback. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Energy bill and usage check

Step 1Pick a real example: the next time you determine patterns of building use (this week).
Step 2Fill in [Building or site] and [Data] with the real details, then run the prompt.
Step 3Check one flagged bill with the utility.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.6/5 · core task · O*NET work activity: Analyze energy usage data..

Compare existing energy consumption levels to normative data.

Weekly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to compare existing energy consumption levels to normative data.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Building or site: [describe]
Data: [paste meter readings, bills]

Verify bills against readings, spot unusual usage, and suggest savings with estimated payback. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Energy bill and usage check

Step 1Pick a real example: the next time you compare existing energy consumption levels (this week).
Step 2Fill in [Building or site] and [Data] with the real details, then run the prompt.
Step 3Check one flagged bill with the utility.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.5/5 · core task · O*NET work activity: Analyze energy usage data..

AI can help you prep these 8

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Identify and prioritize energy-saving measures.

Daily

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to identify and prioritize energy-saving measures.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Operation: [describe]
Data: [paste times, costs, outputs]

Find the biggest losses and suggest improvements with estimates. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Efficiency opportunity scan

Step 1Pick a real example: the next time you identify and prioritize energy-saving measures (today).
Step 2Fill in [Operation] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.5/5 · core task · O*NET work activity: Identify opportunities to improve operational efficiency..

Identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.

Weekly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Operation: [describe]
Data: [paste times, costs, outputs]

Find the biggest losses and suggest improvements with estimates. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Efficiency opportunity scan

Step 1Pick a real example: the next time you identify opportunities (this week).
Step 2Fill in [Operation] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.4/5 · core task · O*NET work activity: Identify opportunities to improve operational efficiency..

Recommend energy-efficient technologies or alternate energy sources.

Weekly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to recommend energy-efficient technologies or alternate energy sources.

Context: We use Abraxas Energy Consulting Metrix and Architectural Energy Corporation ENFORMA Building Diagnostics; the work draws on building and construction, physics and engineering and technology.
Issue: [market, operations, policy]
Audience: [groups, dealers]

Write advice with reasons. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Business advice

Step 1Pick a real example: the next time you recommend energy-efficient technologies or alternate energy sources (this week).
Step 2Fill in [Issue] and [Audience] with the real details, then run the prompt.
Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.1/5 · core task · O*NET work activity: Advise others on business or operational matters..

Analyze technical feasibility of energy-saving measures, using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems.

Weekly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to analyze technical feasibility of energy-saving measures, using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Option: [product, project, service]
Costs and benefits: [paste numbers]

Compare cost per benefit, payback and risks, with formulas and assumptions listed. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Cost-effectiveness check

Step 1Pick a real example: the next time you analyze technical feasibility of energy-saving measures (this week).
Step 2Fill in [Option] and [Costs and benefits] with the real details, then run the prompt.
Step 3Recompute the key figure in a spreadsheet.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.2/5 · core task · O*NET work activity: Assess the cost effectiveness of products, projects, or services..

Educate customers on energy efficiency or answer questions on topics such as the costs of running household appliances or the selection of energy-efficient appliances.

Weekly

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to educate customers on energy efficiency or answer questions on topics such as the costs of running household appliances or the selection of energy-efficient appliances.

Context: We use Salesforce software and Abraxas Energy Consulting Metrix; the work draws on building and construction, physics and engineering and technology.
Inquiries: [paste examples, no personal data]
Facts: [policies]

Draft reply templates. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Written responses

Step 1Pick a real example: the next time you educate customers (this week). Leave out names and identifying details.
Step 2Fill in [Inquiries] and [Facts] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.9/5 · core task · O*NET work activity: Correspond with customers to answer questions or resolve complaints..

Identify any health or safety issues related to planned weatherization projects.

Weekly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to identify any health or safety issues related to planned weatherization projects.

Context: We use IBM SPSS Statistics and SAS; the work draws on building and construction, physics and engineering and technology.
Investment: [describe]
Data: [costs, policy, market]

Analyze risks and sensitivities. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Green investment risk

Step 1Pick a real example: the next time you identify any health or safety issues (this week).
Step 2Fill in [Investment] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest. Check it against the manufacturer's manual and your site procedure before you rely on it.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.4/5 · core task · O*NET work activity: Analyze risks related to investments in green technology..

Examine commercial sites to determine the feasibility of installing equipment that allows building management systems to reduce electricity consumption during peak demand periods.

Monthly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to examine commercial sites to determine the feasibility of installing equipment that allows building management systems to reduce electricity consumption during peak demand periods.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and IBM SPSS Statistics; the work draws on building and construction, physics and engineering and technology.
Property: [land, building]
Data: [survey, crop history, assessments]

Summarize condition, changes and value factors. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Property condition evaluation

Step 1Pick a real example: the next time you examine commercial sites.
Step 2Fill in [Property] and [Data] with the real details, then run the prompt.
Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 4.2/5 · core task · O*NET work activity: Evaluate condition of properties..

Verify income eligibility of participants in publicly financed weatherization programs.

Monthly

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to verify income eligibility of participants in publicly financed weatherization programs.

Context: We use SAP software and Microsoft Dynamics.
Program or role: [describe]
Information to verify: [employment, references, records]

Write verification questions and a record template. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Reference and eligibility checks

Step 1Pick a real example: the next time you verify income eligibility of participants.
Step 2Fill in [Program or role] and [Information to verify] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both. Recompute every total yourself.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 2.9/5 · O*NET work activity: Verify application data to determine program eligibility..

These stay human 4

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: once a week or more but not every day · Frequency of decisions: once a week or more but not every day · Contact with others: contact with others most of the time · Impact of decisions: important results

Inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as an energy auditor. Part of my job is to inspect or evaluate building envelopes, mechanical systems, electrical systems, or process systems to determine the energy consumption of each system.

Context: The work draws on building and construction, physics and engineering and technology.
Facility or equipment: [venue, treatment plant, system]
Specifications: [requirements]

Make a checklist mapping each specification to what to inspect. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Specification inspection

Step 1Pick a real example: the next time you inspect or evaluate building envelopes, mechanical systems and electrical systems (this week).
Step 2Fill in [Facility or equipment] and [Specifications] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.3/5 · core task · O*NET work activity: Inspect facilities or equipment to ensure specifications are met..

Perform tests such as blower-door tests to locate air leaks.

Weekly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as an energy auditor. Part of my job is to perform tests such as blower-door tests to locate air leaks.

Context: The work draws on building and construction, physics and engineering and technology.
Material or structure: [concrete, soil, steel, asphalt]
Specification: [strengths, tolerances, standard numbers]

List the tests that apply, how many samples and when, pass/fail criteria, and a results log. Flag tests that must be done by a certified lab.

10-minute exercise: Materials test plan

Step 1Pick a real example: the next time you perform tests (this week).
Step 2Fill in [Material or structure] and paste the [Specification] for a current job.
Step 3Use the results log on your next round of tests.

Importance 3.9/5 · core task · O*NET work activity: Test characteristics of materials or structures..

Inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications.

Monthly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as an energy auditor. Part of my job is to inspect newly installed energy-efficient equipment to ensure that it was installed properly and is performing according to specifications.

Context: The work draws on building and construction, physics and engineering and technology.
Facility or equipment: [venue, treatment plant, system]
Specifications: [requirements]

Make a checklist mapping each specification to what to inspect. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Specification inspection

Step 1Pick a real example: the next time you inspect newly installed energy-efficient equipment.
Step 2Fill in [Facility or equipment] and [Specifications] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 3.9/5 · core task · O*NET work activity: Inspect facilities or equipment to ensure specifications are met..

Oversee installation of equipment such as water heater wraps, pipe insulation, weatherstripping, door sweeps, or low-flow showerheads to improve energy efficiency.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as an energy auditor. Part of my job is to oversee installation of equipment such as water heater wraps, pipe insulation, weatherstripping, door sweeps, or low-flow showerheads to improve energy efficiency.

Context: The work draws on building and construction, physics and engineering and technology.
Process: [recall, regulatory samples]
Team: [describe]

Plan coordination and checkpoints. Give me the key message in 2 sentences, how people might react, and how to respond to each.

10-minute exercise: Overseeing business processes

Step 1Pick a real example: the next time you oversee installation of equipment (this week).
Step 2Fill in [Process] and [Team] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 3.3/5 · core task · O*NET work activity: Oversee business processes..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Operations Monitoringimportance 3.0/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Quality Control Analysisimportance 2.9/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Active Learningimportance 3.1/5
    Used in: Guiding, Directing, and Motivating Subordinates
  • Learning Strategiesimportance 3.0/5
    Used in: Guiding, Directing, and Motivating Subordinates

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Reading Comprehensionimportance 3.9/5
    Used in: Analyzing Data or Information
  • Critical Thinkingimportance 3.8/5
    Used in: Analyzing Data or Information
  • Active Listeningimportance 3.8/5
    Used in: Identifying Objects, Actions, and Events
  • Writingimportance 3.6/5
    Used in: Documenting/Recording Information

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

New tasks appearing in this job

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Evaluate the energy performance of buildings using modeling software.

New in O*NET

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as an energy auditor. Part of my job is to evaluate the energy performance of buildings using modeling software.

Context: We use Architectural Energy Corporation ENFORMA Building Diagnostics and Architectural Energy Corporation REM/Rate; the work draws on building and construction, physics and engineering and technology.
Plant: [biofuel, biomass, power plant]
Data: [paste production logs, output vs demand]

Compare output with targets and demand, flag abnormal readings or days, and suggest operational changes. Give the formulas so I can rebuild the numbers.

10-minute exercise: Production data check

Step 1Pick a real example: the next time you evaluate the energy performance of buildings.
Step 2Fill in [Plant] and [Data] with the real details, then run the prompt.
Step 3Rebuild the main figure with the formulas, then check one abnormal day against the shift notes.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

New O*NET task (08/2022). O*NET hasn't linked it to work activities yet, so its label comes from similar tasks, such as “Evaluate mechanical designs or prototypes for energy performance or environmental impact.” (Mechanical Engineers), and was checked by hand. O*NET work activity: Evaluate energy production data.. Also involves: Evaluate plans or specifications to determine technological or environmental implications.; Prepare detailed work plans..

Getting into this job

High school diploma is most common (34% of workers)

  • High school or less 41%
  • Certificate or some college 31%
  • Associate's 3%
  • Bachelor's 21%
  • Graduate degree 3%
  • On-the-job training: 6–12 months
  • Related experience: 1–2 years
  • Professional certification: important (3.4/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Adobe PhotoshopAutodesk AutoCADC++IBM SPSS StatisticsLinuxMicrosoft .NET FrameworkMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft SharePoint

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