--- 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         : 2026-06-02T23:43:49.203707Z

--- SEMANTIC NEIGHBORS (5) ---

  Title: Aircraft carrier (similarity: 0.4643)
  URL: https://en.wikipedia.org/wiki/Aircraft_carrier
  QID: Q17205
  Extract: An aircraft carrier is a warship designed to carry, launch, recover and support aircraft at sea, equipped with a full-length flight deck and hangar facilities that allow it to serve as a mobile, seagoing airbase. Typically it is the capital ship of a fleet, as it allows a naval force to project seab

  Title: Space Shuttle Challenger disaster (similarity: 0.3836)
  URL: https://en.wikipedia.org/wiki/Space_Shuttle_Challenger_disaster
  QID: Q858145
  Extract: On January 28, 1986, Space Shuttle Challenger broke apart 73 seconds into its flight, killing all seven crew members. The spacecraft disintegrated about 46,000 feet (14 km) above the Atlantic Ocean, off the coast of Cape Canaveral, Florida, at 16:39:13 UTC. It was the first fatal accident involving 

  Title: Space Shuttle (similarity: 0.2264)
  URL: https://en.wikipedia.org/wiki/Space_Shuttle
  QID: Q48806
  Extract: The Space Shuttle is a retired, partially reusable low Earth orbital spacecraft system operated from 1981 to 2011 by the U.S. National Aeronautics and Space Administration (NASA) as part of the Space Shuttle program. Its official program name was the Space Transportation System (STS), taken from the

  Title: 304th Rescue Squadron (similarity: 0.3279)
  URL: https://en.wikipedia.org/wiki/304th_Rescue_Squadron
  QID: Q4634409
  Extract: The 304th Rescue Squadron is an Air Force Reserve Command combat search and rescue unit located at Portland Air National Guard Base, Oregon. The squadron is a geographically separated unit assigned to the 943d Rescue Group at Davis–Monthan Air Force Base, Arizona, and the 920th Rescue Wing at Patric

  Title: List of military aviation occupations (similarity: 0.1299)
  URL: https://en.wikipedia.org/wiki/List_of_military_aviation_occupations
  QID: Q6852220
  Extract: Military aviation occupations are types of work either shared with commercial aviation or unique to military aviation, all of which support an air force’s operations. Often military aviation employees will have had higher education due to the complexity of the electrical and mechanical systems invol

model_pass1          : claude-sonnet-4-20250514
model_pass2          : claude-haiku-4-5-20251001
inference_confidence : medium
confidence_notes     : Confidence limited by minimal detailed source data on specific skills, knowledge areas, and work activities. Role description and job titles provide sufficient context for basic occupation understanding, but detailed competency profiles are not available from the provided data.
inferred_at          : 2026-06-04T03:49:58.580496+00:00
tokens_input         : 2,092
tokens_output        : 3,970
cost_usd             : $0.037505
wikipedia_used       : False
wikipedia_title      : None
wikipedia_note       : No exact Wikipedia match exists for this specialized military occupation. The closest semantic match is 'Aircraft carrier' which provides relevant context about the operational environment where these specialists work.

--- PROSE FIELDS ---

ROLE SUMMARY:
Aircraft Launch and Recovery Specialists operate and maintain critical systems on aircraft carriers that enable safe takeoff and landing operations. These military technicians work with catapults, arresting gear, and associated mechanical, hydraulic, and control systems to support naval aviation missions. They are essential personnel who ensure the complex machinery that launches and recovers aircraft functions reliably in demanding maritime environments.

DAY IN THE LIFE:
Specialists begin their day by conducting pre-flight inspections of catapult systems, checking hydraulic pressures and mechanical components for proper operation. They install and test visual landing aids to ensure pilots have clear guidance during approach and recovery operations. Throughout flight operations, they operate arresting gear systems that safely stop incoming aircraft and monitor control systems for any malfunctions. Between launches, they perform maintenance on C-13 catapults and other launch equipment, replacing worn components and conducting system tests. They coordinate closely with flight deck personnel to ensure safe spacing and timing of aircraft movements. Documentation of all maintenance activities and system performance is completed after each operational period.

WHO THRIVES:
Individuals who excel in this role possess strong mechanical aptitude and can work effectively under extreme pressure in fast-paced environments. They demonstrate exceptional attention to detail, as equipment failures can result in catastrophic consequences for aircraft and personnel. Physical stamina and coordination are essential for working on flight decks in challenging weather conditions and around heavy machinery. These specialists typically have strong problem-solving abilities and can make quick decisions while following strict safety protocols. They work well in highly structured team environments where clear communication and precise execution are critical for mission success.

CAREER ENTRY:
Entry into this occupation typically requires completion of military basic training followed by specialized technical training in aircraft launch and recovery systems. Most positions require completion of Navy or Marine Corps technical schools focused on aviation operations and equipment maintenance. Prior mechanical experience or technical education can be beneficial but is not always required as comprehensive on-the-job training is provided. Security clearance requirements may apply depending on the specific assignment and equipment systems involved.

CAREER TRAJECTORY:
Career advancement often leads to supervisory roles such as Aviation Boatswain's Mate Chief or Equipment Maintenance Supervisor positions. Many specialists transition to civilian aviation maintenance roles at airports or with aerospace contractors after military service. Advanced technical training can open opportunities in specialized fields such as expeditionary airfield systems or advanced catapult technology development. Some pursue leadership tracks within military aviation operations or transition to related technical fields in aerospace engineering or aviation safety.

MARKET INTELLIGENCE:
This occupation is primarily military-based with limited civilian equivalent positions, making traditional wage data from BLS OEWS May 2025 not directly applicable. Military pay scales vary by rank and years of service, with additional allowances for sea duty and specialized technical skills. Demand is steady within naval aviation units and typically correlates with fleet size and operational tempo. Geographic concentration is limited to naval air stations and aircraft carrier homeports, with primary locations including Norfolk, San Diego, and overseas naval bases. Civilian transfer opportunities exist at airports with specialized launch systems or aerospace testing facilities, though these positions are relatively rare.

AUTOMATION OUTLOOK:
The highly specialized and safety-critical nature of aircraft launch and recovery operations limits immediate automation potential. While some monitoring and diagnostic systems may become more automated, the need for human oversight and manual intervention during emergency situations ensures continued demand for skilled specialists. The complexity of operating in maritime environments with varying weather conditions and the critical importance of real-time decision-making support the continued need for human operators in these roles.

--- REASONED EDGES ---
  [skill_overlap] Aircraft Mechanics and Service Technicians (49-3011.00) — confidence:high
    reasoning: Both roles require mechanical aptitude and aircraft systems knowledge for maintenance and troubleshooting activities.
    data: mechanical systems maintenance
    data: aircraft equipment operation
    data: technical troubleshooting
  [task_similarity] Airfield Operations Specialists (53-2022.00) — confidence:medium
    reasoning: Both positions involve coordinating aircraft operations and maintaining equipment critical to flight safety.
    data: aircraft operations coordination
    data: safety equipment maintenance
    data: visual landing aids
  [transferable_skill] Construction and Building Inspectors (47-4011.00) — confidence:medium
    reasoning: Inspection protocols and equipment testing skills transfer between roles requiring detailed safety assessments.
    data: equipment inspection procedures
    data: safety protocol adherence
    data: documentation requirements
  [knowledge_overlap] Power Plant Operators (51-8013.00) — confidence:medium
    reasoning: Both roles require understanding of complex mechanical and hydraulic systems operation and maintenance.
    data: hydraulic systems operation
    data: mechanical equipment maintenance
    data: control systems monitoring
  [skill_overlap] Industrial Machinery Mechanics (49-9041.00) — confidence:high
    reasoning: Mechanical troubleshooting and equipment maintenance skills are directly transferable between these technical roles.
    data: mechanical equipment maintenance
    data: hydraulic systems repair
    data: technical documentation

--- NORMALIZER SIGNALS ---
  match_keywords   : ['aircraft launch', 'recovery specialist', 'catapult operator', 'arresting gear', 'aviation boatswain', 'launch equipment', 'recovery equipment', 'flight deck']
  exclude_keywords : ['pilot', 'air traffic', 'passenger', 'cargo', 'commercial']
  title_patterns   : ['Launch and Recovery', 'Catapult Operator', 'Arresting Gear', 'Aviation Boatswain', 'Recovery Equipment']
  common_variations: ['aircraft launch specialist', 'recovery technician', 'catapult technician', 'arresting gear operator', 'launch equipment technician', 'aviation boatswain mate', 'recovery equipment specialist', 'expeditionary airfield technician']

total_terms    : 40
top_words      : ['aircraft', 'military', 'aviation', 'operations', 'flight', 'air', 'launch', 'space', 'maintenance', 'specialists', 'specialized', 'technical', 'naval', 'force', 'rescue', 'mechanical', 'equipment', 'carrier', 'typically', 'spacecraft']
source_layers  : onet_tasks | onet_dimensions | dwas | wikipedia | inference

TERM                    COUNT     FREQ  DOMINANT SOURCE      SOURCE BREAKDOWN
──────────────────────────────────────────────────────────────────────────────────────────
aircraft                   20  0.03503  wikipedia            wikipedia:50%  inference:50%
military                   11  0.01926  inference            inference:64%  wikipedia:36%
aviation                   11  0.01926  inference            inference:64%  wikipedia:36%
operations                 10  0.01751  inference            inference:60%  wikipedia:40%
flight                      8  0.01401  wikipedia            wikipedia:50%  inference:50%
air                         7  0.01226  wikipedia            wikipedia:86%  inference:14%
launch                      6  0.01051  inference            inference:83%  wikipedia:17%
space                       6  0.01051  wikipedia            wikipedia:100%
maintenance                 6  0.01051  inference            inference:83%  wikipedia:17%
specialists                 6  0.01051  inference            inference:100%
specialized                 6  0.01051  inference            inference:100%
technical                   6  0.01051  inference            inference:100%
naval                       5  0.00876  inference            inference:80%  wikipedia:20%
force                       5  0.00876  wikipedia            wikipedia:100%
rescue                      5  0.00876  wikipedia            wikipedia:100%
mechanical                  5  0.00876  inference            inference:80%  wikipedia:20%
equipment                   5  0.00876  inference            inference:100%
carrier                     4  0.00700  wikipedia            wikipedia:50%  inference:50%
typically                   4  0.00700  inference            inference:75%  wikipedia:25%
spacecraft                  4  0.00700  wikipedia            wikipedia:100%
recovery                    4  0.00700  inference            inference:100%
critical                    4  0.00700  inference            inference:100%
environments                4  0.00700  inference            inference:100%
deck                        3  0.00525  wikipedia            wikipedia:67%  inference:33%
carriers                    3  0.00525  wikipedia            wikipedia:67%  inference:33%
shuttle                     3  0.00525  wikipedia            wikipedia:100%
base                        3  0.00525  wikipedia            wikipedia:100%
control                     3  0.00525  inference            inference:67%  wikipedia:33%
personnel                   3  0.00525  inference            inference:100%
operational                 3  0.00525  inference            inference:100%
safety                      3  0.00525  inference            inference:100%
civilian                    3  0.00525  inference            inference:100%
aerospace                   3  0.00525  inference            inference:100%
carry                       2  0.00350  wikipedia            wikipedia:100%
sea                         2  0.00350  wikipedia            wikipedia:50%  inference:50%
facilities                  2  0.00350  wikipedia            wikipedia:50%  inference:50%
fleet                       2  0.00350  wikipedia            wikipedia:50%  inference:50%
depending                   2  0.00350  wikipedia            wikipedia:50%  inference:50%
wing                        2  0.00350  wikipedia            wikipedia:100%
due                         2  0.00350  wikipedia            wikipedia:100%