--- NATIONAL WAGES ---
  total_employment : N/A
  annual_median    : N/A
  annual_pct10     : N/A
  annual_pct25     : N/A
  annual_pct75     : N/A
  annual_pct90     : N/A
  annual_mean      : N/A
  hourly_median    : N/A

--- GEOGRAPHIC DISPERSION ---
  highest_state    : N/A
  lowest_state     : N/A
  dispersion_ratio : N/A

--- TOP STATES BY WAGE (0 total) ---

--- TOP INDUSTRIES BY EMPLOYMENT (0 total) ---

exact_match_status : no_exact_match
matched_title      : N/A
match_score        : 0.0000
wikidata_qid       : N/A
word_count         : 0
wikipedia_url      : N/A
license            : CC BY-SA 4.0
fetched_at         : 2026-06-02T23:41:45.644924Z

--- SEMANTIC NEIGHBORS (5) ---

  Title: Police armored vehicle (similarity: 0.5556)
  URL: https://en.wikipedia.org/wiki/Police_armored_vehicle
  QID: Q878047
  Extract: A police armored vehicle, also referred to as a police rescue vehicle, armored rescue vehicle, tactical police vehicle, or SWAT vehicle, is a non-military armored vehicle used by police, primarily police tactical units and riot police, to respond to incidents that necessitate their use. They are mos

  Title: Assault Amphibious Vehicle (similarity: 0.5172)
  URL: https://en.wikipedia.org/wiki/Assault_Amphibious_Vehicle
  QID: Q700689
  Extract: The Assault Amphibious Vehicle (AAV)—official designation AAV7, formerly known as LVT7 —is a fully tracked amphibious landing vehicle manufactured by BAE Systems Platforms & Services.

  Title: M10 Booker (similarity: 0.2381)
  URL: https://en.wikipedia.org/wiki/M10_Booker
  QID: Q83565164
  Extract: The M10 Booker is an American assault gun produced by General Dynamics Land Systems (GDLS) for the United States Army. The M10 was developed from the GDLS Griffin II armored fighting vehicle as the winner of its Mobile Protected Firepower (MPF) program in June 2022. The initial contract was for 96 l

  Title: Amphibious Combat Vehicle (similarity: 0.4912)
  URL: https://en.wikipedia.org/wiki/Amphibious_Combat_Vehicle
  QID: Q4748189
  Extract: The Amphibious Combat Vehicle (ACV) is a program initiated by Marine Corps Systems Command to procure an amphibious assault vehicle for the United States Marine Corps to supplement and ultimately replace the aging Assault Amphibious Vehicle (AAV). The program replaces the Expeditionary Fighting Vehi

  Title: M8 armored gun system (similarity: 0.4528)
  URL: https://en.wikipedia.org/wiki/M8_armored_gun_system
  QID: Q777527
  Extract: The M8 armored gun system (AGS), sometimes known as the Buford, is an American light tank that was intended to replace the M551 Sheridan and TOW missile-armed Humvees in the 82nd Airborne Division and 2nd Armored Cavalry Regiment of the U.S. Army respectively.

model_pass1          : claude-sonnet-4-20250514
model_pass2          : claude-haiku-4-5-20251001
inference_confidence : medium
confidence_notes     : Limited detailed work activity and skill data in source material, but military occupation structure and job titles provide clear role definition framework.
inferred_at          : 2026-06-04T03:41:50.903325+00:00
tokens_input         : 2,085
tokens_output        : 3,161
cost_usd             : $0.031443
wikipedia_used       : False
wikipedia_title      : None
wikipedia_note       : No exact Wikipedia match found, but semantic analysis of related articles on assault amphibious vehicles and police armored vehicles provides context for vehicle types and operational environments.

--- PROSE FIELDS ---

ROLE SUMMARY:
Armored Assault Vehicle Officers are military leaders who command tank, light armor, and amphibious assault vehicle units in combat operations. They direct crew operations, coordinate advanced targeting and firing systems, and oversee tactical movements across land and aquatic environments. These officers serve as tactical decision-makers responsible for armored unit effectiveness in combat situations.

DAY IN THE LIFE:
Officers begin with tactical briefings and mission planning, analyzing terrain and enemy positions to determine optimal vehicle deployment strategies. They coordinate with crew members on targeting systems operation and oversee maintenance protocols for complex armored vehicles. During operations, they direct real-time tactical movements while managing advanced onboard communications systems. They supervise firing sequences and weapon system operations, ensuring crew safety and mission effectiveness. Officers also conduct after-action reviews and prepare detailed operational reports for command leadership.

WHO THRIVES:
Individuals who excel in high-pressure decision-making and possess strong spatial reasoning abilities thrive in this role. Successful officers demonstrate exceptional leadership skills and the ability to coordinate multiple complex systems simultaneously. They typically have strong mechanical aptitude and interest in military technology, combined with the mental resilience required for combat situations. Those with investigative and realistic personality traits, who enjoy hands-on problem-solving and systematic approaches to tactical challenges, perform well in this demanding military occupation.

CAREER ENTRY:
Entry typically requires completion of military officer training programs and specialized armor/cavalry officer schools. Most positions require a bachelor's degree and successful completion of Officer Candidate School or military academy training. Specialized training in armored vehicle operations, tactical leadership, and weapons systems is mandatory before assuming command responsibilities.

CAREER TRAJECTORY:
Officers typically advance through progressively larger unit commands, from platoon to company and battalion levels. Career progression often leads to staff positions at higher headquarters, strategic planning roles, or specialized training assignments. Many transition to defense contracting, military consulting, or federal law enforcement leadership positions after military service.

MARKET INTELLIGENCE:
This is an active-duty military occupation with compensation determined by military pay scales rather than civilian wage structures. Demand is driven by military force structure requirements and global deployment needs. Geographic distribution follows major military installation locations, particularly Army and Marine Corps bases with armored units. Post-service career opportunities exist in defense contracting, federal agencies, and specialized security sectors.

AUTOMATION OUTLOOK:
While vehicle systems increasingly incorporate automated features like navigation and targeting assistance, the tactical decision-making and leadership aspects remain fundamentally human-centered. Advanced fire control systems and battlefield management technologies augment but do not replace the officer's role in coordinating complex combat operations.

--- REASONED EDGES ---
  [riasec_cluster] Air Crew Officers (55-1011) — confidence:high
    reasoning: Both roles involve military officers operating complex vehicle systems in combat environments requiring realistic and investigative personality traits.
    data: military officer classification
    data: combat vehicle operations
    data: crew coordination responsibilities
  [skill_overlap] Aircraft Launch and Recovery Officers (55-1012) — confidence:high
    reasoning: Similar coordination of complex vehicle operations and crew management in high-stakes military environments.
    data: vehicle operations coordination
    data: crew direction duties
    data: military tactical operations
  [transferable_skill] First-Line Supervisors of Police and Detectives (33-1012) — confidence:medium
    reasoning: Leadership and tactical coordination skills transfer to civilian law enforcement supervisory roles.
    data: tactical decision-making
    data: team leadership
    data: crisis management
  [knowledge_overlap] Civil Engineers (17-2051) — confidence:medium
    reasoning: Understanding of terrain analysis and infrastructure considerations relevant to vehicle operations.
    data: terrain evaluation
    data: tactical movement planning
    data: infrastructure assessment
  [task_similarity] Heavy and Tractor-Trailer Truck Drivers (53-3032) — confidence:low
    reasoning: Both roles involve operation and coordination of large, complex vehicles requiring specialized handling skills.
    data: vehicle operation
    data: mechanical systems understanding
    data: safety coordination

--- NORMALIZER SIGNALS ---
  match_keywords   : ['armor officer', 'tank officer', 'assault vehicle', 'armored vehicle', 'cavalry officer', 'AAV officer', 'amphibious assault', 'light armor']
  exclude_keywords : ['police armor', 'civilian security', 'armored car', 'security guard', 'vehicle mechanic']
  title_patterns   : ['*armor*officer', '*tank*officer', '*assault*vehicle*officer', '*cavalry*officer', '*armored*']
  common_variations: ['Armour Officer', 'Tank Commander', 'Armor Platoon Leader', 'Cavalry Troop Commander', 'AAV Platoon Commander']

total_terms    : 40
top_words      : ['vehicle', 'military', 'armored', 'tactical', 'amphibious', 'police', 'vehicles', 'assault', 'officers', 'operations', 'program', 'combat', 'leadership', 'command', 'officer', 'specialized', 'units', 'light', 'armor', 'unit']
source_layers  : onet_tasks | onet_dimensions | dwas | wikipedia | inference

TERM                    COUNT     FREQ  DOMINANT SOURCE      SOURCE BREAKDOWN
──────────────────────────────────────────────────────────────────────────────────────────
vehicle                    21  0.04468  wikipedia            wikipedia:71%  inference:29%
military                   13  0.02766  inference            inference:85%  wikipedia:15%
armored                    12  0.02553  wikipedia            wikipedia:50%  inference:50%
tactical                    9  0.01915  inference            inference:78%  wikipedia:22%
amphibious                  8  0.01702  wikipedia            wikipedia:75%  inference:25%
police                      7  0.01489  wikipedia            wikipedia:86%  inference:14%
vehicles                    7  0.01489  wikipedia            wikipedia:57%  inference:43%
assault                     7  0.01489  wikipedia            wikipedia:57%  inference:43%
officers                    6  0.01277  inference            inference:100%
operations                  6  0.01277  inference            inference:100%
program                     5  0.01064  wikipedia            wikipedia:100%
combat                      5  0.01064  inference            inference:80%  wikipedia:20%
leadership                  5  0.01064  inference            inference:100%
command                     4  0.00851  inference            inference:75%  wikipedia:25%
officer                     4  0.00851  inference            inference:100%
specialized                 4  0.00851  inference            inference:100%
units                       3  0.00638  inference            inference:67%  wikipedia:33%
light                       3  0.00638  wikipedia            wikipedia:67%  inference:33%
armor                       3  0.00638  inference            inference:67%  wikipedia:33%
unit                        3  0.00638  inference            inference:67%  wikipedia:33%
army                        3  0.00638  wikipedia            wikipedia:67%  inference:33%
marine                      3  0.00638  wikipedia            wikipedia:67%  inference:33%
corps                       3  0.00638  wikipedia            wikipedia:67%  inference:33%
replace                     3  0.00638  wikipedia            wikipedia:67%  inference:33%
crew                        3  0.00638  inference            inference:100%
advanced                    3  0.00638  inference            inference:100%
targeting                   3  0.00638  inference            inference:100%
decision                    3  0.00638  inference            inference:100%
complex                     3  0.00638  inference            inference:100%
typically                   3  0.00638  inference            inference:100%
rescue                      2  0.00426  wikipedia            wikipedia:100%
personnel                   2  0.00426  wikipedia            wikipedia:100%
aav                         2  0.00426  wikipedia            wikipedia:100%
known                       2  0.00426  wikipedia            wikipedia:100%
american                    2  0.00426  wikipedia            wikipedia:100%
gun                         2  0.00426  wikipedia            wikipedia:100%
land                        2  0.00426  wikipedia            wikipedia:50%  inference:50%
gdls                        2  0.00426  wikipedia            wikipedia:100%
united                      2  0.00426  wikipedia            wikipedia:100%
states                      2  0.00426  wikipedia            wikipedia:100%