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JOB REPORT / 11-3051 · 116 TASKS

Industrial Production Managers.

Can AI do the work of Industrial Production Managers?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Prepare reports on operations and system productivity or efficiency
  • Monitor permit requirements for updates
  • Produce reports regarding nonconformance of products or processes, daily…

Your free lesson plan builds the skills that keep you ahead of AI.

A free set of short lessons, about 20 minutes each, at your own pace. No payment, no experience needed.

TURN THIS INTO SKILLS YOU CAN PROVE Early access

Earn a certificate in your job

A guided certificate program in AI-assisted Industrial Production Managers work. It covers the 101 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

101 of 116 tasks reviewed

This job has 116 core tasks. We went through 101 of them, one at a time.

Task by task, from the work Industrial Production Managers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Prepare reports on operations and system productivity or efficiency.

    AI DOES

    Pulls data, builds charts, drafts summaries, and flags anomalies automatically

    YOU DO

    Apply floor-level context and judgment about what the numbers really mean

  2. TASK 02

    Monitor permit requirements for updates.

    AI DOES

    Scans permit databases and regulations for changes, then sends alerts

    YOU DO

    Decide which updates actually affect your plant and what action to take

  3. TASK 03

    Produce reports regarding nonconformance of products or processes, daily production quality, root cause analyses, or quality trends.

    AI DOES

    Pulls data patterns, drafts report sections, and flags quality trends automatically

    YOU DO

    Verify root causes with floor knowledge and sign off on corrective actions

  4. TASK 04

    Maintain records to demonstrate compliance with safety and environmental laws, regulations, or policies.

    AI DOES

    Organizes records, flags missing entries, drafts compliance reports, and formats data for regulators

    YOU DO

    Walk the floor, verify real conditions match the paperwork, and take legal responsibility for accuracy

  5. TASK 05

    Monitor performance of quality control systems to ensure effectiveness and efficiency.

    AI DOES

    Tracks metrics in real time, spots trends, and sends alerts when something looks off

    YOU DO

    Interpret root causes, weigh trade-offs, and decide what fixes to make

  6. TASK 06

    Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.

    AI DOES

    Scans logs and datasheets to flag numbers that look out of range or abnormal

    YOU DO

    Decide what action to take based on plant context and safety knowledge

  7. TASK 07

    Review quality documentation necessary for regulatory submissions and inspections.

    AI DOES

    Scans documents for missing sections, formatting errors, and common compliance gaps

    YOU DO

    Apply regulatory judgment and sign off on submissions with real accountability

  8. TASK 08

    Analyze quality control test results and provide feedback and interpretation to production management or staff.

    AI DOES

    Scans test result data, flags outliers, and drafts summary reports

    YOU DO

    Apply process knowledge and production context to turn data into clear, actionable guidance

  9. TASK 09

    Maintain records of hydroelectric facility operations, maintenance, or repairs.

    AI DOES

    Drafts logs, organizes maintenance data, flags missing entries, and formats reports

    YOU DO

    Verify that records match what actually happened on-site

  10. TASK 10

    Direct the tracking of defects, test results, or other regularly reported quality control data.

    AI DOES

    Collects defect data, spots trends, and generates dashboards automatically

    YOU DO

    Decide how to respond to patterns and lead the team's corrective actions

  11. TASK 11

    Compile and record operational data on forms or in log books.

    AI DOES

    Pulls sensor readings and fills in digital log templates automatically

    YOU DO

    Verify unusual readings and take responsibility for accuracy

  12. TASK 12

    Record, review, or maintain daily logs, reports, maintenance, and other records associated with geothermal operations.

    AI DOES

    Drafts log entries, summarizes reports, and spots trends in operational data

    YOU DO

    Verify real-world conditions and sign off on accuracy

  13. TASK 13

    Develop or implement production tracking or quality control systems, analyzing production, quality control, maintenance, or other operational reports to detect production problems.

    AI DOES

    Scans production data, spots anomalies, and summarizes quality trends automatically

    YOU DO

    Apply floor-level judgment and lead people to fix root causes

  14. TASK 14

    Document testing procedures, methodologies, or criteria.

    AI DOES

    Drafts procedure templates, suggests standard formats, and organizes testing steps clearly

    YOU DO

    Verify accuracy against real processes and apply domain judgment

  15. TASK 15

    Prepare and maintain production reports or personnel records.

    AI DOES

    Generates report drafts, organizes data, and flags missing records automatically

    YOU DO

    Verify accuracy and decide what production trends actually mean for your team

  16. TASK 16

    Review statistical studies, technological advances, or regulatory standards and trends to stay abreast of issues in the field of quality control.

    AI DOES

    Searches, summarizes, and flags new studies, standards, and regulatory updates

    YOU DO

    Decide which findings matter for your specific products and processes

  17. TASK 17

    Conduct cost, material, and efficiency studies for biofuels production plants or operations.

    AI DOES

    Pulls data, runs cost models, spots efficiency gaps, and drafts reports

    YOU DO

    Combine plant knowledge, supplier relationships, and operational judgment to make final calls

  18. TASK 18

    Maintain current knowledge of the quality control field, relying on current literature pertaining to materials use, technological advances, or statistical studies.

    AI DOES

    Summarizes new research, flags relevant articles, and explains technical concepts in plain language

    YOU DO

    Judge which findings actually apply to your facility and act on them

  19. TASK 19

    Review and update standard operating procedures or quality assurance manuals.

    AI DOES

    Drafts updated procedure language, spots gaps, and reformats documents quickly

    YOU DO

    Verify changes match actual floor operations and meet compliance rules

  20. TASK 20

    Communicate quality control information to all relevant organizational departments, outside vendors, or contractors.

    AI DOES

    Drafts reports, emails, and summaries using quality data

    YOU DO

    Decide what to share, with whom, and how to handle relationship sensitivities

  21. TASK 21

    Evaluate new testing and sampling methodologies or technologies to determine usefulness.

    AI DOES

    Searches literature, summarizes method comparisons, flags pros and cons, and drafts evaluation reports

    YOU DO

    Apply hands-on lab knowledge and organizational context to make the final call

  22. TASK 22

    Review biomass operations performance specifications to ensure compliance with regulatory requirements.

    AI DOES

    Scans regulatory texts and performance specs to highlight mismatches and flag potential violations

    YOU DO

    Apply plant knowledge and professional judgment before signing any compliance determination

  23. TASK 23

    Prepare environmental permit applications or compliance reports.

    AI DOES

    Drafts report sections, summarizes regulations, and organizes data into templates

    YOU DO

    Verify site data, apply local knowledge, and own legal accountability

  24. TASK 24

    Review logs, datasheets, or reports to ensure adequate production levels and safe production environments or to identify abnormalities with power production equipment or processes.

    AI DOES

    Scans logs and data to highlight unusual readings or trends

    YOU DO

    Verify physical conditions and make final safety decisions

  25. TASK 25

    Communicate geothermal plant conditions to employees.

    AI DOES

    Drafts shift reports, summarizes plant data, and suggests clear wording for safety updates

    YOU DO

    Decide what crew members need to hear and deliver it with context and accountability

  26. TASK 26

    Participate in the development of product specifications.

    AI DOES

    Drafts spec language, pulls industry standards, and spots missing requirements

    YOU DO

    Bring domain expertise and negotiate tradeoffs with engineering, safety, and business teams

  27. TASK 27

    Identify quality problems or areas for improvement and recommend solutions.

    AI DOES

    Scans data logs, flags trends, and drafts solution options

    YOU DO

    Weigh tradeoffs, read the floor culture, and own the decision

  28. TASK 28

    Develop or manage budgets for geothermal operations.

    AI DOES

    Drafts budget templates, analyzes cost data, flags variances, and summarizes spending trends

    YOU DO

    Apply site-specific knowledge and negotiate priorities with operations teams

  29. TASK 29

    Monitor development of new products to help identify possible problems for mass production.

    AI DOES

    Scans specs, test data, and production logs to flag early warning signs

    YOU DO

    Apply hands-on factory experience to judge which risks actually matter

  30. TASK 30

    Prepare and manage biomass plant budgets.

    AI DOES

    Drafts budget templates, flags spending trends, and summarizes cost data

    YOU DO

    Apply plant knowledge and operational judgment to finalize budget decisions

  31. TASK 31

    Create and implement inspection and testing criteria or procedures.

    AI DOES

    Drafts checklists, pulls relevant standards, and organizes testing steps from existing documentation

    YOU DO

    Apply real-world process knowledge and accountability to finalize and own the criteria

  32. TASK 32

    Prepare and manage biofuels plant or unit budgets.

    AI DOES

    Builds budget templates, flags cost trends, and runs what-if models

    YOU DO

    Own final numbers and trade-off decisions for your specific plant

  33. TASK 33

    Generate and maintain quality control operating budgets.

    AI DOES

    Drafts budget templates, analyzes past spending patterns, and flags cost variances

    YOU DO

    Negotiate trade-offs and take ownership of budget decisions

  34. TASK 34

    Develop budgets or approve expenditures for supplies, materials, or human resources, ensuring that materials, labor, or equipment are used efficiently to meet production targets.

    AI DOES

    Analyzes historical spending, flags cost overruns, and drafts budget scenarios

    YOU DO

    Weigh priorities, approve final numbers, and own accountability for results

  35. TASK 35

    Prepare reports on biomass plant operations, status, maintenance, and other information.

    AI DOES

    Drafts report templates, organizes data into summaries, and suggests wording

    YOU DO

    Supply real plant data, safety observations, and decisions only you can make from being there

  36. TASK 36

    Review and approve quality plans submitted by contractors.

    AI DOES

    Scans quality plans for gaps, checks against standards, and summarizes key risks

    YOU DO

    Apply project-specific judgment and take accountability for approval decisions

  37. TASK 37

    Identify and evaluate equipment, procedural, or conditional inefficiencies involving geothermal plant systems.

    AI DOES

    Scans sensor logs, flags unusual readings, and suggests where efficiency may be slipping

    YOU DO

    Walk the plant floor, verify real conditions, and decide which findings actually matter

  38. TASK 38

    Review processing schedules or production orders to make decisions concerning inventory requirements, staffing requirements, work procedures, or duty assignments, considering budgetary limitations and time constraints.

    AI DOES

    Analyzes production data, flags inventory gaps, and drafts staffing suggestions

    YOU DO

    Apply floor-level knowledge and make final trade-off calls

  39. TASK 39

    Develop or enforce procedures for normal operation of manufacturing systems.

    AI DOES

    Drafts standard operating procedures, checks them against industry standards, and organizes policy documents

    YOU DO

    Walk the floor, build trust with workers, and make real-time calls when things go wrong

  40. TASK 40

    Optimize operational costs and productivity consistent with safety and environmental rules and regulations.

    AI DOES

    Analyzes cost and output data, surfaces inefficiencies, and models what-if scenarios within known rules

    YOU DO

    Weigh real-world safety tradeoffs and lead people through change

  41. TASK 41

    Direct product testing activities throughout production cycles.

    AI DOES

    Analyzes test data in real time, spots patterns, and flags anomalies faster than manual review

    YOU DO

    Stay on the floor, read team dynamics, and make judgment calls when something unexpected breaks the process

  42. TASK 42

    Instruct staff in quality control and analytical procedures.

    AI DOES

    Drafts training guides, quizzes, and step-by-step procedure documents

    YOU DO

    Read your team's needs and adjust how you teach in the moment

  43. TASK 43

    Plan or coordinate hydroelectric production operations to meet customer requirements.

    AI DOES

    Analyzes water flow data, forecasts demand, and drafts production schedules

    YOU DO

    Own the final safety and reliability decisions for the plant

  44. TASK 44

    Develop operating plans and schedules for geothermal operations.

    AI DOES

    Drafts schedule frameworks, flags scheduling conflicts, and summarizes production data patterns

    YOU DO

    Apply site-specific knowledge and make safety-critical tradeoff calls

  45. TASK 45

    Develop or implement projects to improve efficiency, economy, or effectiveness of hydroelectric plant operations.

    AI DOES

    Analyzes operational data, spots inefficiency patterns, drafts project proposals, and summarizes best practices from similar plants

    YOU DO

    Apply hands-on plant knowledge and safety judgment to approve, adapt, and lead real implementation

  46. TASK 46

    Identify critical points in the manufacturing process and specify sampling procedures to be used at these points.

    AI DOES

    Reviews process data, flags statistical risk points, and drafts sampling plan templates

    YOU DO

    Verify control points against real floor conditions and apply regulatory and safety judgment

  47. TASK 47

    Coordinate the selection and implementation of quality control equipment, such as inspection gauges.

    AI DOES

    Researches equipment options, compares specs, drafts implementation timelines, and summarizes vendor info

    YOU DO

    Walk the production floor and build team buy-in for the final choice

  48. TASK 48

    Develop or review budgets, annual plans, power contracts, power rates, standing operating procedures, power reviews, or engineering studies.

    AI DOES

    Drafts budget templates, summarizes contracts, flags cost anomalies, and pulls benchmarks from engineering studies

    YOU DO

    Apply site-specific knowledge and take legal and safety responsibility for final approvals

  49. TASK 49

    Develop or implement policy evaluation procedures for hydroelectric generation activities.

    AI DOES

    Drafts policy templates, summarizes regulations, and flags gaps in existing procedures

    YOU DO

    Apply site knowledge and make final calls on safety and compliance tradeoffs

  50. TASK 50

    Initiate or coordinate inventory or cost control programs.

    AI DOES

    Analyzes inventory data, flags cost overruns, and drafts program frameworks

    YOU DO

    Build relationships with suppliers and teams, and make calls when tradeoffs get complicated

  51. TASK 51

    Direct or coordinate production, processing, distribution, or marketing activities of industrial organizations.

    AI DOES

    Analyzes production data, flags bottlenecks, and drafts schedules or reports

    YOU DO

    Build team trust, make on-the-spot calls, and navigate complex tradeoffs across people and machines

  52. TASK 52

    Provide training to subordinate or new employees to improve biofuels plant safety or increase the production of biofuels.

    AI DOES

    Drafts training slides, quizzes, safety checklists, and procedure guides

    YOU DO

    Show up on the floor, read the room, and coach real people through real equipment

  53. TASK 53

    Obtain permits for constructing, upgrading, or operating geothermal power plants.

    AI DOES

    Drafts permit applications, summarizes regulations, and tracks filing deadlines

    YOU DO

    Negotiate with regulators and navigate local politics in person

  54. TASK 54

    Plan and schedule plant activities, such as wood, waste, or refuse fuel deliveries, ash removal, and regular maintenance.

    AI DOES

    Drafts schedules, flags conflicts, and optimizes delivery timing using supply and demand data

    YOU DO

    Verify conditions on the ground and make safety-critical calls no algorithm can see

  55. TASK 55

    Respond to problems related to ratepayers, water users, power users, government agencies, educational institutions, or other private or public power resource interests.

    AI DOES

    Drafts response letters, summarizes regulations, and suggests talking points for common complaints

    YOU DO

    Apply local knowledge and build trust with real people and agencies

  56. TASK 56

    Review plans and confer with research or support staff to develop new products or processes.

    AI DOES

    Summarizes research, drafts product plans, and flags technical gaps

    YOU DO

    Lead conversations, weigh trade-offs, and build team alignment

  57. TASK 57

    Instruct vendors or contractors on quality guidelines, testing procedures, or ways to eliminate deficiencies.

    AI DOES

    Drafts vendor-facing quality guidelines, test checklists, and deficiency correction plans

    YOU DO

    Read vendor dynamics and negotiate buy-in face to face

  58. TASK 58

    Coordinate or recommend procedures for facility or equipment maintenance or modification, including the replacement of machines.

    AI DOES

    Drafts maintenance schedules, summarizes equipment specs, and flags replacement options based on data

    YOU DO

    Walk the floor, judge real machine conditions, and own the safety call

  59. TASK 59

    Verify that raw materials, purchased parts or components, in-process samples, and finished products meet established testing and inspection standards.

    AI DOES

    Analyzes test data, spots patterns in defect rates, and flags items outside spec limits

    YOU DO

    Physically inspect samples and make final pass/fail calls on borderline results

  60. TASK 60

    Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.

    AI DOES

    Watches sensor data continuously and alerts you when something looks off

    YOU DO

    Walk the plant floor and decide what physical fix to make

  61. TASK 61

    Check hydroelectric operations for compliance with prescribed operating limits, such as loads, voltages, temperatures, lines, or equipment.

    AI DOES

    Monitors sensor feeds and alerts you when readings drift outside set limits

    YOU DO

    Walk the facility, use your experience to judge whether a flag is real danger or a sensor glitch, and decide next steps

  62. TASK 62

    Collect and analyze production samples to evaluate quality.

    AI DOES

    Analyzes measurement data, finds trends, and flags out-of-spec results automatically

    YOU DO

    Physically collect samples and apply judgment about real-world context and root causes

  63. TASK 63

    Set and monitor product standards, examining samples of raw products or directing testing during processing, to ensure finished products are of prescribed quality.

    AI DOES

    Analyzes test results, spots patterns in quality data, and flags samples that fall outside spec ranges

    YOU DO

    Physically examine materials, use sensory judgment, and make final calls on production standards

  64. TASK 64

    Select and implement corrosion control or mitigation systems for geothermal plants.

    AI DOES

    Researches corrosion control options, compares materials specs, and summarizes case studies from similar geothermal sites

    YOU DO

    Inspect pipes in person, weigh site-specific risks, and own the safety call

  65. TASK 65

    Plan or manage hydroelectric plant upgrades.

    AI DOES

    Drafts upgrade plans, summarizes equipment specs, flags regulatory requirements, and models cost-benefit scenarios

    YOU DO

    Make final safety and engineering calls, negotiate with regulators, and lead crews on-site

  66. TASK 66

    Monitor geothermal operations, using programmable logic controllers.

    AI DOES

    Reads live sensor feeds, spots patterns, and alerts operators to unusual readings

    YOU DO

    Verify alarms in person and make final safety decisions for the plant

  67. TASK 67

    Manage parts and supply inventories for biomass plants.

    AI DOES

    Tracks stock levels, predicts reorder points, and flags shortages automatically

    YOU DO

    Judge which parts are truly urgent given plant conditions and vendor realities

  68. TASK 68

    Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes.

    AI DOES

    Summarizes proposals, pulls cost comparisons, and highlights technical specs or red flags

    YOU DO

    Weigh real-world safety, budget authority, and plant context before signing off

  69. TASK 69

    Create or enforce hydrostation voltage schedules.

    AI DOES

    Analyzes load patterns and generates draft voltage schedule templates

    YOU DO

    Apply real-time grid conditions and safety judgment to approve and enforce schedules on-site

  70. TASK 70

    Confer with marketing and sales departments to define client requirements and expectations.

    AI DOES

    Summarizes past client feedback, drafts requirement checklists, and suggests questions to ask

    YOU DO

    Lead the live conversation and read the room to catch unstated needs

  71. TASK 71

    Confer with technical and supervisory personnel to report or resolve conditions affecting biofuels plant safety, operational efficiency, and product quality.

    AI DOES

    Summarizes sensor data, flags safety or quality issues, and drafts talking points for meetings

    YOU DO

    Show up, read the room, and make judgment calls with your team in real time

  72. TASK 72

    Negotiate interconnection agreements with other utilities.

    AI DOES

    Drafts agreement language, summarizes comparable deals, and flags missing clauses

    YOU DO

    Bring relationship trust and final judgment to the table

  73. TASK 73

    Supervise or monitor hydroelectric facility operations to ensure that generation or mechanical equipment conform to applicable regulations or standards.

    AI DOES

    Analyzes sensor data and alerts you when readings drift outside allowed limits

    YOU DO

    Walk the facility, judge real conditions, and make final safety decisions

  74. TASK 74

    Review operations and confer with technical or administrative staff to resolve production or processing problems.

    AI DOES

    Pulls production reports, spots patterns in data, and drafts talking points for staff meetings

    YOU DO

    Build trust with your team and make the final call on complex, real-world trade-offs

  75. TASK 75

    Monitor the operating status of biomass plants by observing control system parameters, distributed control systems, switchboard gauges, dials, or other indicators.

    AI DOES

    Watches sensor data streams and alerts you to unusual readings

    YOU DO

    Trust your eyes and experience when something feels off on the floor

  76. TASK 76

    Negotiate materials prices with suppliers.

    AI DOES

    Pulls market price data, drafts negotiation scripts, and summarizes supplier options

    YOU DO

    Build trust with suppliers and read the room during live talks

  77. TASK 77

    Oversee geothermal plant operations, maintenance, and repairs to ensure compliance with applicable standards or regulations.

    AI DOES

    Reviews compliance checklists, flags maintenance schedules, and summarizes regulatory updates

    YOU DO

    Stay on-site to lead crews, inspect conditions firsthand, and own safety decisions

  78. TASK 78

    Provide direction to employees to ensure compliance with biofuels plant safety, environmental, or operational standards and regulations.

    AI DOES

    Drafts compliance checklists, summarizes regulations, and flags policy updates

    YOU DO

    Be present on the floor and earn worker trust through direct leadership

  79. TASK 79

    Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels.

    AI DOES

    Monitors sensor readings and flags when levels drift out of range

    YOU DO

    Physically operate valves and controls while reading real conditions on the floor

  80. TASK 80

    Hire, train, evaluate, or discharge staff or resolve personnel grievances.

    AI DOES

    Screens resumes, drafts job postings, suggests interview questions, and flags performance patterns in data

    YOU DO

    Make the final call on people decisions and handle sensitive conversations with empathy

  81. TASK 81

    Implement operational and emergency procedures.

    AI DOES

    Drafts procedure documents, checklists, and training materials

    YOU DO

    Lead the team in real time and make safety calls on the floor

  82. TASK 82

    Manage operations at biofuels power generation facilities, including production, shipping, maintenance, or quality assurance activities.

    AI DOES

    Analyzes production data, flags maintenance issues, and helps with scheduling and quality reports

    YOU DO

    Stay on-site to lead teams, respond to safety events, and make real-time judgment calls

  83. TASK 83

    Identify and communicate power system emergencies.

    AI DOES

    Watches sensor streams and highlights unusual readings or threshold breaches

    YOU DO

    Verify what's actually happening on the ground and make the emergency call

  84. TASK 84

    Oversee workers including supervisors, inspectors, or laboratory workers engaged in testing activities.

    AI DOES

    Tracks worker performance metrics, flags anomalies in test results, and helps schedule inspections

    YOU DO

    Build trust with your team, read the room, and make fair calls that data alone can't make

  85. TASK 85

    Adjust equipment controls to generate specified amounts of electrical power.

    AI DOES

    Monitors sensor readings and recommends control adjustments on a dashboard

    YOU DO

    Physically operate controls and make real-time safety calls on the plant floor

  86. TASK 86SOURCE-BACKED TASK

    Identify opportunities to improve plant electrical equipment, controls, or process control methodologies.

    AI DOES

    Scans data to flag performance gaps and suggest fixes

    YOU DO

    Judge safety, cost, and real-world constraints

    About this analysis

    41% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  87. TASK 87

    Manage safety programs at power generation facilities.

    AI DOES

    Drafts safety checklists, summarizes regulations, and flags compliance gaps in documents

    YOU DO

    Walk the floor, read the environment, and make live safety calls

  88. TASK 88

    Monitor or inspect hydroelectric equipment, such as hydro-turbines, generators, or control systems.

    AI DOES

    Reads sensor streams and alerts you to unusual readings or patterns

    YOU DO

    Walk the floor, use your senses, and judge what the data actually means in context

  89. TASK 89

    Supervise operations or maintenance employees in the production of power from biomass, such as wood, coal, paper sludge, or other waste or refuse.

    AI DOES

    Monitors sensor data, flags equipment issues, and helps schedule maintenance shifts

    YOU DO

    Stay on the floor, read the team, and make fast safety calls

  90. TASK 90

    Perform or direct the performance of preventative maintenance on geothermal plant equipment.

    AI DOES

    Builds maintenance schedules, analyzes equipment sensor data, and generates inspection checklists

    YOU DO

    Show up on-site, use tools, and judge real equipment conditions firsthand

  91. TASK 91

    Monitor transportation and storage of flammable or other potentially dangerous feedstocks or products to ensure adherence to safety guidelines.

    AI DOES

    Flags anomalies in sensor data and generates safety compliance checklists

    YOU DO

    Physically inspect transport and storage conditions and make real-time safety calls

  92. TASK 92

    Provide technical direction in the erection or commissioning of hydroelectric equipment or supporting electrical or mechanical systems.

    AI DOES

    Pulls up technical manuals, checklists, and spec sheets fast

    YOU DO

    Stay on-site to direct crews and make live safety calls

  93. TASK 93

    Operate controls to start, stop, or regulate biomass-fueled generators, generator units, boilers, engines, or auxiliary systems.

    AI DOES

    Monitors sensor data and alerts operators to unusual readings or trends

    YOU DO

    Stay present at the controls and make real-time safety calls with your hands and eyes on the equipment

  94. TASK 94

    Stop production if serious product defects are present.

    AI DOES

    Flags defect patterns in sensor or inspection data and sends alerts

    YOU DO

    Own the final call to halt production and ensure worker and product safety

  95. TASK 95

    Direct operations, maintenance, or repair of hydroelectric power facilities.

    AI DOES

    Monitors sensor data, flags equipment anomalies, and helps schedule maintenance

    YOU DO

    Stay on-site, make safety calls, and lead the crew through real problems

  96. TASK 96

    Troubleshoot and make minor repairs to geothermal plant instrumentation or electrical systems.

    AI DOES

    Helps diagnose faults by analyzing sensor data, error codes, and equipment manuals

    YOU DO

    Physically inspect wiring, swap components, and verify repairs on-site

  97. TASK 97SOURCE-BACKED TASK

    Evaluate power production or demand trends to identify opportunities for improved operations.

    AI DOES

    Analyzes historical data and spots usage patterns

    YOU DO

    Decide which opportunities are worth pursuing

    About this analysis

    27% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  98. TASK 98

    Supervise subordinate employees.

    AI DOES

    Helps track performance data, flag attendance issues, and draft feedback notes

    YOU DO

    Show up, build relationships, and make people-first decisions in the moment

  99. TASK 99

    Supervise employees in geothermal power plants or well fields.

    AI DOES

    Helps draft schedules, flag sensor alerts, and organize shift reports

    YOU DO

    Stay on-site and lead your team through real conditions

  100. TASK 100

    Supervise hydropower plant equipment installations, upgrades, or maintenance.

    AI DOES

    Helps review maintenance schedules, flag equipment issues from sensor data, and surface safety checklists

    YOU DO

    Stay on-site to direct crews, make real-time safety calls, and ensure work meets standards

  101. TASK 101

    Monitor and operate communications systems, such as mobile radios.

    AI DOES

    Logs or transcribes radio communications automatically

    YOU DO

    Stay physically present and respond to real situations as they happen

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

Can AI do the work of Industrial Production Managers? — rtwoai