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Forest Fire Inspectors and Prevention Specialists

SOC 33-2022.00Job Zone 3 · Medium Preparationv.26.05

Context coveredThis framework covers wildland fire patrol, suppression, meteorological monitoring, crew direction, and fire prevention training across field, incident, and organizational contexts typical of forest fire inspection and prevention roles.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Radio and telephone communication protocols — follow to relay messages about emergencies, accidents, and fire hazard conditions under supervisor direction at a field station.
  2. Assigned patrol routes — complete on foot or by vehicle to identify visible signs of forest fires and hazardous conditions with guidance from a senior specialist.
  3. Portable fire extinguishers, shovels, and axes — operate under direct supervision to extinguish small, contained fires in a wildland setting.
  4. Area maps and azimuth sighters — use with instructor guidance to practice locating known landmarks and approximate fire positions during training exercises.
  5. Basic meteorological data — collect and record observations such as temperature, relative humidity, and wind direction following a standardized field checklist.
  6. Fire size and spread characteristics — recognize common visual indicators and verbally describe initial observations to a supervising inspector at the incident site.
  7. Public safety and fire prevention regulations — read and summarize applicable sections with support from a senior specialist to build foundational knowledge.
  8. Incident reporting forms — complete accurately under direction after observing or responding to a minor fire or hazardous condition on patrol.
  9. Cloud formation types and weather phenomena — identify standard categories using reference materials while logging field observations during a patrol shift.
  10. Wildland firefighting training materials — assist a lead trainer in preparing handouts and setup tasks for entry-level safety orientation sessions.
Developing
Mid-level / Established
  1. Emergency and crew-status messages — relay independently and accurately via radio and telephone during active wildland fire incidents across an assigned district.
  2. Patrol assignments — execute routinely across varied terrain, identifying fire risks, hazardous fuel accumulations, and changing weather conditions with minimal oversight.
  3. Portable suppression tools — deploy effectively to extinguish small fires and establish control lines, applying learned techniques in familiar wildland environments.
  4. Fire location and size — estimate and report to base camp via radio, using azimuth sighters and topographic maps to provide actionable situational data.
  5. Meteorological field data — compile and submit structured reports on temperature, humidity, wind speed and direction, and cloud conditions following agency protocols.
  6. Fireline crew tasks — coordinate and monitor small crews performing assigned suppression activities under the direction of a lead inspector during active incidents.
  7. Wildland fire prevention training sessions — co-facilitate for seasonal staff and volunteers, delivering prepared curricula on safety procedures and hazard recognition.
  8. Incident and patrol logs — write clear, accurate written reports documenting observations, actions taken, and resource use for agency records and after-action review.
  9. Cloud-based fire management software — use to retrieve incident data, update patrol records, and query fire history databases as part of routine fieldwork.
  10. Critical fire weather windows — monitor forecast data and apply judgment to adjust patrol intensity and alert supervisors when threshold conditions are approached.
Proficient
Senior / Expert IC
  1. Multi-agency communication networks — manage radio and telephone coordination autonomously during complex wildland fire incidents spanning multiple crews and jurisdictions.
  2. Wildland firefighting training programs — design and deliver comprehensive instruction covering fireline tactics, tool use, and safety for new and seasonal prevention specialists.
  3. Fire mapping and location analysis — apply azimuth sighting, landmark triangulation, and digital map creation software independently to produce accurate real-time fire perimeter data.
  4. Fireline crew operations — direct and supervise crews performing suppression and mop-up tasks, making tactical adjustments in response to shifting fire behavior and terrain.
  5. Complex meteorological patterns — analyze field-collected and forecast data to assess evolving fire weather risks and brief incident commanders on critical findings.
  6. Non-routine fire suppression scenarios — apply advanced problem-solving to contain fires in challenging terrain or weather conditions, selecting appropriate tools and strategies.
  7. Prevention inspection reports — produce thorough written assessments of hazardous conditions in the wildland-urban interface, citing applicable law and recommending corrective action.
  8. Personnel resource management — allocate crew assignments, manage work-rest cycles, and track field personnel locations across an active incident to maintain operational safety.
  9. Expert fire behavior modeling systems — interpret outputs and integrate results into patrol planning and resource deployment decisions during high-risk fire seasons.
  10. After-action reviews — lead structured debriefs following incidents, identifying performance gaps and translating lessons learned into updated field protocols and training content.
Advanced
Lead / Principal / Executive
  1. District-wide fire prevention strategy — develop and implement multi-year inspection, patrol, and public education plans aligned with agency priorities and landscape-level risk data.
  2. Wildland fire training curriculum — establish occupational standards and certification pathways for prevention specialists, overseeing curriculum design and instructor qualification across the organization.
  3. Interagency coordination frameworks — lead collaborative planning with federal, state, and local partners to align communication protocols, resource sharing, and unified command structures.
  4. Fire risk policy and regulation — advise agency leadership and government bodies on updates to public safety codes, prevention ordinances, and land management standards.
  5. Organizational meteorological data systems — oversee integration of weather monitoring technology and enterprise data platforms to enhance real-time fire danger assessment capability.
  6. Large-incident command support — serve as principal fire prevention advisor during complex, extended-attack incidents, directing suppression priorities and personnel resource deployment at scale.
  7. Agency-wide personnel development — mentor senior specialists and supervisors, building a pipeline of qualified prevention professionals through structured coaching and succession planning.
  8. Performance monitoring and accountability — establish metrics, conduct program-level evaluations, and report outcomes to executive leadership to drive continuous improvement in prevention operations.
  9. Public and stakeholder communication — represent the agency in high-visibility forums, translating complex fire risk data into persuasive messaging for community leaders, media, and elected officials.
  10. Technology and innovation adoption — evaluate emerging cloud-based management platforms, expert systems, and mapping tools, leading organization-wide implementation to modernize prevention and suppression operations.

AI-at-Work Competency Framework

Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.
Subscriber feature

Authoritative source data identified for 998 occupations

How a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline; click a citation chip to verify the source.

Emerging
  1. AI-assisted incident reporting — uses AI text tools to draft initial radio message summaries and hazard condition reports, submitting them only after manual review against direct field observations Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Developing
  1. Fire behavior query delegation — poses structured questions about weather-driven fire spread patterns to an AI assistant, then cross-checks outputs against established fire behavior models before briefing crews Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Training material generation — directs an AI tool to draft wildland firefighting training outlines and scenario descriptions, then edits content to reflect local terrain, fuel conditions, and agency protocols Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Proficient
  1. Fire size estimation support — feeds sensor readings, aerial observation notes, and landmark data into an AI analysis tool to cross-validate acreage and perimeter estimates before transmitting to base camp, retaining final judgment Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Crew coordination logging — uses AI to transcribe and organize radio communications from active fireline crews, then reviews the structured log to direct personnel redeployment decisions in real time WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Hazard mapping assistance — supplies known azimuth sighter coordinates and landmark references to an AI spatial tool to accelerate fire location plotting on area maps, verifying outputs against physical map features Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. Critical decision audit — evaluates AI-generated fire suppression recommendations against multi-variable field conditions, overriding or accepting outputs based on situational judgment that the AI cannot access, recognizing the moderate automation ceiling of critical thinking in this role Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Integrated monitoring workflow design — architects a monitoring-and-control workflow combining AI alert triage, automated weather feed parsing, and human inspection checkpoints, ensuring field specialists apply AI outputs only within validated operational boundaries WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. AI capability boundary instruction — trains junior prevention specialists to distinguish tasks where AI collaboration adds reliable efficiency gains from tasks demanding direct human observation and accountability, grounded in the occupation's low measured AI collaboration share Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Evidence pack
AEI usage
Task observations: 45
Augment share: 4.5%
Time saved: 95.8%
AI autonomy: 3.31
SAFI positioning
Top skill: Critical Thinking
Score: 57.9 / 100
precision: category_estimate
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication9 statements
Emerging
  1. Fire hazard radio relay — transmits basic emergency messages and crew locations using standard radio protocols in field conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Patrol observation reporting — documents and verbally conveys observed fire conditions and weather phenomena to supervisors using standard terminology O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Meteorological data communication — compiles and reports temperature, humidity, wind direction, and cloud formation data to base camp using structured radio or telephone formats Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Public fire prevention messaging — explains fire hazard conditions and prevention requirements to landowners and recreationists using accessible, non-technical language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Fire size and behavior reporting — estimates fire dimensions and characteristics and relays findings to incident commanders with precision and clarity under time pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Training instruction delivery — leads wildland firefighting training sessions using clear demonstrations, targeted feedback, and scenario-based discussion tailored to crew experience levels Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Incident communication coordination — relays messages among crews, base camps, and dispatch centers during active fire events while maintaining accuracy across multiple simultaneous channels O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Cross-agency fire briefing — presents complex fire behavior analyses, hazard assessments, and operational plans to multi-agency audiences including agency administrators and public officials Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Prevention program communication architecture — designs and implements public education campaigns integrating written materials, community presentations, and media outreach to reduce ignition risk across assigned jurisdictions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Fireline task participation — follows crew leader directives on fireline suppression tasks and proactively alerts supervisors to emerging hazards observed during patrol Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Small crew coordination — assists in directing two- to four-person crews executing fireline tasks such as hand line construction and spot fire suppression Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Training session facilitation — leads portions of wildland firefighting training exercises, guiding participants through drill sequences and correcting technique in real time O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Fireline crew direction — directs crews working on firelines during forest fires, assigns tasks based on fire behavior and terrain, and adjusts crew positioning as conditions evolve Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Prevention inspection authority — conducts fire prevention inspections, issues corrective orders, and holds property owners and operators accountable to fire safety standards O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Incident decision authority — assumes command responsibility for initial attack operations on emerging fires, prioritizes suppression objectives, and coordinates resource deployment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Regional prevention program leadership — designs, staffs, and oversees multi-unit fire prevention and inspection programs, developing personnel capabilities and ensuring programmatic compliance across large geographic areas Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Mentorship of junior specialists — coaches emerging fire prevention specialists through structured field evaluations, targeted feedback, and progressive assignment of independent responsibilities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition7 statements
Emerging
  1. Situational self-assessment — identifies personal knowledge gaps in fire behavior or map navigation and seeks guidance from experienced personnel before making independent field decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Patrol strategy reflection — evaluates the effectiveness of personal patrol routes and observation methods after each assignment cycle and adjusts approach based on missed detection patterns Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Training knowledge monitoring — tracks own understanding of wildland firefighting principles during training delivery and identifies content areas requiring deeper preparation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Decision process review — analyzes post-incident reports to evaluate the quality of size-up judgments and radio relay decisions made during active fire events, identifying reasoning errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Inspection quality self-audit — reviews completed fire prevention inspection records for consistency, regulatory accuracy, and documentation completeness before submission Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Cognitive bias mitigation in fire size-up — recognizes anchoring and confirmation bias tendencies in fire estimation processes and applies structured verification protocols to improve accuracy under stress Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Program evaluation meta-analysis — assesses the effectiveness of prevention education strategies by examining ignition outcome data and revises training curriculum based on evidence of learning gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Fire hazard identification — recognizes basic hazardous conditions such as dry fuel accumulation, steep terrain, and low humidity during patrol and flags them for supervisor review Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Fire location triangulation — uses azimuth sighters and known landmarks to accurately plot fire locations on area maps, verifying position estimates against terrain features O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Weather data interpretation — analyzes compiled meteorological readings to assess fire danger index and identifies conditions that elevate suppression risk Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Fire size and behavior analysis — evaluates fire perimeter, rate of spread, fuel type, and topography to estimate fire characteristics and prioritize suppression resources Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Regulatory violation assessment — examines evidence gathered during inspections to determine whether fire code violations are present, assesses severity, and selects appropriate enforcement action Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Judgment under uncertainty — makes initial attack and crew safety decisions when fire behavior information is incomplete or rapidly changing, applying systematic risk evaluation frameworks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Complex fire behavior prediction — integrates fuel moisture data, atmospheric instability indicators, and historical fire behavior patterns to anticipate fire growth trajectories before they manifest Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Prevention policy analysis — evaluates effectiveness of existing fire prevention regulations against ignition and loss data, identifies policy gaps, and presents evidence-based recommendations for regulatory revision Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration8 statements
Emerging
  1. Patrol team coordination — shares hazard observations with patrol partners and participates in joint debriefs to build a complete picture of area conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Multi-agency message relay — coordinates communication between crew units, dispatch, and base camp personnel from different agencies during incidents, maintaining accurate information flow O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Joint training participation — collaborates with co-instructors to design and deliver wildland firefighting training sessions, dividing instructional responsibilities based on expertise Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Interagency fireline coordination — works alongside personnel from federal, state, and local agencies on shared fireline operations, synchronizing actions to achieve unified suppression objectives Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Community stakeholder engagement — collaborates with landowners, timber operators, and recreation managers to implement fuel reduction and fire prevention measures on private and public lands O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Crew safety shared responsibility — contributes to a collaborative crew safety culture by raising situational awareness concerns, supporting lookout assignments, and reinforcing escape route planning Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Unified command integration — operates effectively within unified command structures during large fire incidents, representing fire prevention interests and aligning inspection and suppression activities across organizational boundaries Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Prevention partnership development — establishes lasting collaborative relationships with municipal fire departments, tribal governments, and conservation organizations to coordinate landscape-level fire risk reduction efforts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Patrol duty integrity — completes assigned patrol routes fully and accurately even when conditions are uncomfortable or observation is difficult, and reports findings honestly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Inspection impartiality — applies fire prevention codes consistently to all property owners and operators regardless of relationship or influence, documenting findings without bias Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Crew accountability — accepts responsibility for assigned suppression tasks and acknowledges errors in fireline judgment to supervisors promptly and without deflection Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Enforcement ethical conduct — issues citations, corrective orders, and stop-work notices based solely on regulatory evidence and public safety need, resisting pressure to waive warranted enforcement actions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Public trust stewardship — represents the fire prevention mission to landowners and the public with honesty, respect, and transparency, maintaining professional demeanor during contentious inspections Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Accurate incident documentation — records fire size estimates, crew actions, and meteorological conditions truthfully in after-action reports, preserving the integrity of the incident record O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Ethical leadership modeling — establishes and enforces a culture of integrity within prevention and inspection teams, addressing ethical lapses directly and holding personnel to consistent professional standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Whistleblower courage — reports unsafe suppression practices, falsified inspection records, or regulatory non-compliance by peers or supervisors through appropriate channels despite professional risk Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity7 statements
Emerging
  1. Improvised suppression technique — applies available hand tools such as shovels and axes in adaptive ways to extinguish small fires when standard equipment is unavailable or insufficient Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Novel training scenario design — develops realistic wildland firefighting training scenarios based on local terrain, fuel types, and historical incident patterns to increase exercise relevance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Patrol route innovation — redesigns patrol patterns based on seasonal fuel conditions and ignition history to maximize detection probability in high-risk periods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Adaptive fire communication strategy — develops alternative message relay protocols when primary radio channels are compromised or congested during complex incidents Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Community prevention campaign design — creates locally tailored fire prevention materials and outreach approaches that account for community demographics, land use patterns, and cultural context Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Prevention program innovation — pilots new inspection methodologies, detection technologies, or community engagement models and evaluates their effectiveness for broader program adoption Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Fire behavior modeling application — applies creative combinations of terrain analysis, fuel mapping, and weather data to generate novel fire spread scenarios used to preposition resources before high-risk weather events Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
8Growth Mindset7 statements
Emerging
  1. Fire training engagement — participates actively in wildland firefighting certification training, seeks clarification on unfamiliar techniques, and applies instructor feedback immediately in drill settings Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Post-incident learning extraction — reviews after-action reports from own patrol and suppression activities to identify performance gaps and set specific improvement goals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Regulatory knowledge updating — proactively studies changes to fire codes, agency regulations, and land management policies to maintain current inspection competency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Difficult terrain adaptation — persists through physically demanding patrol assignments in steep, remote, or smoke-obscured terrain, adjusting techniques rather than reducing observation coverage Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Feedback integration in training delivery — solicits participant evaluations after training sessions, analyzes recurring critique themes, and revises instructional methods accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Continuous certification advancement — pursues advanced wildland fire qualifications and specialized certifications beyond position minimums, applying new knowledge to elevate team capabilities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Setback reframing for team culture — models recovery from suppression failures or program setbacks by analyzing root causes openly with crews and converting lessons learned into improved standard operating procedures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Patrol attention management — maintains focused observation of terrain, vegetation, and sky conditions throughout assigned patrol periods without allowing fatigue or routine to reduce vigilance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. High-stress communication regulation — manages emotional activation during emergency radio relay operations to deliver accurate, calm, and structured messages under incident pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Weather awareness discipline — consistently monitors and records meteorological conditions at scheduled intervals even when fire activity or other tasks create competing attention demands Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Fireline situational awareness — maintains continuous awareness of fire perimeter, wind shifts, crew positions, and escape routes simultaneously while directing suppression operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Inspection intentionality — conducts fire prevention inspections with deliberate attention to all code elements rather than relying on habit or assumption, reducing inspection error rates Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Emotion regulation during enforcement — manages personal frustration or conflict during contentious inspection interactions, maintaining professional composure and de-escalating adversarial encounters Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mindful incident command — models calm, deliberate decision-making during rapidly evolving fire events, creating a team environment where personnel communicate concerns without fear and errors are caught early Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Attention system training — teaches patrol personnel structured observation techniques and cognitive load management strategies to sustain detection accuracy across extended shifts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude7 statements
Emerging
  1. Physical patrol persistence — completes multi-hour foot patrols in heat, smoke, and difficult terrain without reducing observation quality or abandoning assigned route segments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Small fire suppression endurance — sustains manual suppression effort with portable extinguishers, shovels, and axes on small fires until extinguishment is confirmed, despite physical exertion and heat exposure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Uncertainty tolerance during initial attack — takes necessary suppression actions on emerging fires when size, behavior, and resource availability are uncertain, without waiting for complete information Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Extended incident operational resilience — maintains effective judgment, communication accuracy, and crew direction capability across multi-day fire incidents involving sleep disruption, smoke exposure, and sustained physical demand Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Enforcement persistence under resistance — follows through on fire code enforcement actions when property owners dispute findings, escalating through appropriate regulatory channels without withdrawing warranted citations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Crisis leadership under life-safety threat — directs crew evacuation, emergency shelter deployment, and mayday communication during rapid fire behavior change events while sustaining command coherence and protecting personnel Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Organizational adversity navigation — sustains fire prevention program momentum through budget reductions, staffing shortfalls, and political pressure, protecting program integrity and personnel morale during institutional hardship Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
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O*NET enrichment · skillscrosswalk.com

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Source anchors that ground each statement

Related titles
District Ranger · Environmental Protection Fire Control Officer · Fire Management Officer · Fire Management Technician · Fire Observer · Fire Operations Forester · Fire Prevention Officer · Fire Prevention Technician · Fire Range Technician · Fire Ranger · Fire Technician · Fire Tower Keeper
RAPIDS apprenticeships
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O*NET skills
Critical ThinkingCoordinationSpeakingActive ListeningJudgment and Decision MakingComplex Problem SolvingMonitoringInstructingWritingReading ComprehensionTime ManagementManagement of Personnel ResourcesLearning StrategiesActive LearningSocial PerceptivenessPersuasion
Knowledge domains
Administration and ManagementCustomer and Personal ServiceEducation and TrainingPersonnel and Human ResourcesPublic Safety and SecurityLaw and GovernmentComputers and ElectronicsEnglish LanguageTransportationAdministrativeMechanicalCommunications and MediaGeography
Abilities
Oral ExpressionProblem SensitivityOral ComprehensionNear VisionDeductive ReasoningFar VisionWritten ComprehensionInductive ReasoningFlexibility of ClosureSpeech Clarity
Work styles
DependabilityStress ToleranceSelf-ControlCautiousnessIntegrityLeadership Orientation
Technology
Cloud-based management softwareData base user interface and query softwareExpert system softwareApplication server softwareEnterprise resource planning ERP softwareWeb page creation and editing softwareFile versioning softwareOperating system softwareMap creation softwareWeb platform development software
Tasks · seed anchors for statements
  1. Relay messages about emergencies, accidents, locations of crew and personnel, and fire hazard conditions.
  2. Conduct wildland firefighting training.
  3. Estimate sizes and characteristics of fires, and report findings to base camps by radio or telephone.
  4. Direct crews working on firelines during forest fires.
  5. Locate forest fires on area maps, using azimuth sighters and known landmarks.
  6. Extinguish smaller fires with portable extinguishers, shovels, and axes.
  7. Patrol assigned areas, looking for forest fires, hazardous conditions, and weather phenomena.
  8. Compile and report meteorological data, such as temperature, relative humidity, wind direction and velocity, and types of cloud formations.
CIP education codes
03.020843.020343.0206

Sources: O*NET v30.2 (CC BY 4.0), SkillsCrosswalk.com, LER.me, Anthropic Economic Index, SAFI (Jadhav & Danve, 2026), WEF Skills Taxonomy 2021, Pathsmith Durable Skills Framework. © 2026 EBSCOed.