--- 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         : 2026-06-02T23:42:59.003647Z

--- SEMANTIC NEIGHBORS (5) ---

  Title: Crew of the Titanic (similarity: 0.1967)
  URL: https://en.wikipedia.org/wiki/Crew_of_the_Titanic
  QID: Q3022567
  Extract: The crew of the RMS Titanic were among the estimated 2,240 people who sailed on the maiden voyage of the second of the White Star Line's Olympic-class ocean liners, from Southampton, England, to New York City in the United States. Halfway through the voyage, the ship struck an iceberg and sank in th

  Title: 2025 Potomac River mid-air collision (similarity: 0.2564)
  URL: https://en.wikipedia.org/wiki/2025_Potomac_River_mid-air_collision
  QID: Q131936357
  Extract: On January 29, 2025, a Bombardier CRJ700 airliner operating as American Airlines Flight 5342 and a United States Army Sikorsky UH-60 Black Hawk helicopter operating as Priority Air Transport 25 collided in mid-air over the Potomac River in Washington, D.C. The collision occurred at 8:47 p.m. at an a

  Title: L3Harris EA-37B Compass Call (similarity: 0.2286)
  URL: https://en.wikipedia.org/wiki/L3Harris_EA-37B_Compass_Call
  QID: Q130223178
  Extract: The EA-37B Compass Call is an electronic warfare aircraft based on the Gulfstream G550 entering service with the United States Air Force with the first example delivered on 23 August 2024 to Davis–Monthan Air Force Base for crew training. The plane is replacing the EC-130H Compass Call.

  Title: Air India Express Flight 812 (similarity: 0.2000)
  URL: https://en.wikipedia.org/wiki/Air_India_Express_Flight_812
  QID: Q406582
  Extract: Air India Express Flight 812 was a scheduled international flight from Dubai International Airport, Dubai, to Mangalore International Airport, Mangalore. On 22 May 2010, the Boeing 737-800 passenger jet operating the flight crashed on landing at Mangalore. The captain had continued an unstabilised a

  Title: Alaska Airlines Flight 261 (similarity: 0.2941)
  URL: https://en.wikipedia.org/wiki/Alaska_Airlines_Flight_261
  QID: Q770935
  Extract: Alaska Airlines Flight 261 was a scheduled international passenger flight from Licenciado Gustavo Díaz Ordaz International Airport in Puerto Vallarta, Jalisco, Mexico, to Seattle–Tacoma International Airport near Seattle, Washington, United States, with an intermediate stop at San Francisco Internat

model_pass1          : claude-sonnet-4-20250514
model_pass2          : claude-haiku-4-5-20251001
inference_confidence : low
confidence_notes     : Limited source data provided with no detailed skills, knowledge, abilities, work activities, or work styles. Military-specific role with minimal civilian equivalents makes inference challenging. Confidence reduced due to sparse foundational data for comprehensive analysis.
inferred_at          : 2026-06-04T03:46:43.489031+00:00
tokens_input         : 2,084
tokens_output        : 3,396
cost_usd             : $0.034281
wikipedia_used       : False
wikipedia_title      : None
wikipedia_note       : No exact Wikipedia match found for this military-specific supervisory role. Related aviation articles focus on civilian operations or historical incidents rather than military aircrew supervision.

--- PROSE FIELDS ---

ROLE SUMMARY:
First-Line Supervisors of Air Crew Members are military aviation supervisors who oversee and coordinate the activities of aircrew personnel in various flight operations. They manage teams of flight engineers, loadmasters, in-flight refueling specialists, and other airborne mission systems operators. These supervisors often perform the same technical duties as their subordinates while providing leadership and ensuring mission readiness.

DAY IN THE LIFE:
These supervisors begin their day by conducting crew briefings and reviewing mission requirements for scheduled flights. They oversee pre-flight inspections and coordinate with aircrew members to ensure all safety protocols are followed. During flight operations, they may directly participate in technical duties while monitoring crew performance and mission execution. They conduct post-flight debriefings, document any incidents or maintenance issues, and prepare reports for higher command. Between missions, they focus on crew training, scheduling, and maintaining operational readiness standards.

WHO THRIVES:
Individuals who excel in this role possess strong leadership abilities combined with deep technical expertise in aviation systems. They demonstrate excellent decision-making skills under pressure and can effectively communicate complex technical information to diverse team members. Successful supervisors have a detail-oriented mindset essential for safety-critical operations and the ability to balance hands-on technical work with supervisory responsibilities. They thrive in structured military environments and are comfortable with the physical and mental demands of flight operations.

CAREER ENTRY:
This position requires extensive military aviation experience, typically achieved through enlisted ranks in aircrew specialties. Candidates must complete specialized military training programs for their specific aircraft systems and earn appropriate certifications. Most supervisors have 8-15 years of progressive experience in aircrew roles before advancing to supervisory positions. Military leadership development courses and advanced technical training are standard requirements.

CAREER TRAJECTORY:
Experienced First-Line Supervisors of Air Crew Members can advance to senior enlisted positions such as Squadron Superintendent or Operations Manager roles. Some transition to warrant officer or commissioned officer positions within military aviation. Upon leaving military service, many leverage their experience in civilian aviation roles including airline operations management, aircraft maintenance supervision, or aerospace contractor positions. The combination of technical expertise and leadership experience provides strong foundations for various aviation industry careers.

MARKET INTELLIGENCE:
This role exists primarily within military contexts, making traditional wage data unavailable through BLS OEWS May 2025 civilian employment statistics. Military compensation includes base pay, allowances, and benefits that vary by rank and years of service. The specialized nature of this role limits civilian equivalents, though related supervisory positions in commercial aviation may offer relevant comparison points. Geographic distribution follows military base locations, with concentrations near major Air Force installations and Navy air stations.

AUTOMATION OUTLOOK:
While aircraft systems continue advancing with automated technologies, the supervisory and leadership aspects of this role remain largely resistant to automation. Human oversight of complex mission operations and crew coordination requires judgment and adaptability that current automation cannot replicate. However, improved aircraft systems and digital mission planning tools may streamline some administrative and monitoring tasks.

--- REASONED EDGES ---
  [task_similarity] Airline Pilots, Copilots, and Flight Engineers (53-2011) — confidence:high
    reasoning: Both roles involve direct responsibility for aircraft operations and crew coordination in aviation environments.
    data: aircraft operations
    data: crew coordination
    data: flight safety
  [skill_overlap] First-Line Supervisors of Production and Operating Workers (51-1011) — confidence:medium
    reasoning: Both positions require supervisory skills and the ability to perform the same work activities as subordinates.
    data: supervisory responsibilities
    data: worker coordination
    data: operational oversight
  [riasec_cluster] First-Line Supervisors of Police and Detectives (33-1012) — confidence:medium
    reasoning: Both roles involve military/protective service supervision with structured command environments.
    data: military environment
    data: supervisory structure
    data: safety-critical operations
  [transferable_skill] First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand (53-1042) — confidence:medium
    reasoning: Similar first-line supervisory competencies and crew coordination requirements.
    data: crew supervision
    data: operational coordination
    data: safety oversight
  [knowledge_overlap] First-Line Supervisors of Mechanics, Installers, and Repairers (49-1011) — confidence:medium
    reasoning: Both require technical knowledge of complex mechanical systems and maintenance oversight.
    data: technical systems knowledge
    data: maintenance coordination
    data: equipment oversight

--- NORMALIZER SIGNALS ---
  match_keywords   : ['air crew supervisor', 'aircrew supervisor', 'flight crew supervisor', 'airborne operations manager', 'aircraft crew chief', 'flight operations supervisor', 'aircrew manager', 'aviation crew supervisor']
  exclude_keywords : ['pilot', 'flight engineer', 'loadmaster', 'mechanic', 'ground crew']
  title_patterns   : ['First-Line Supervisor.*Air Crew', 'Aircrew.*Supervisor', 'Flight.*Supervisor', 'Airborne.*Manager', 'Aircraft.*Superintendent']
  common_variations: ['Air Crew Supervisor', 'Aircrew Supervisor', 'Flight Crew Supervisor', 'Airborne Operations Supervisor', 'Aircraft Operations Supervisor', 'Flight Operations Manager', 'Aviation Crew Manager', 'Military Aircrew Supervisor']

total_terms    : 40
top_words      : ['flight', 'crew', 'air', 'military', 'international', 'aviation', 'operations', 'airport', 'aircraft', 'supervisors', 'technical', 'members', 'mission', 'aircrew', 'leadership', 'supervisory', 'united', 'states', 'operating', 'civilian']
source_layers  : onet_tasks | onet_dimensions | dwas | wikipedia | inference

TERM                    COUNT     FREQ  DOMINANT SOURCE      SOURCE BREAKDOWN
──────────────────────────────────────────────────────────────────────────────────────────
flight                     17  0.03102  wikipedia            wikipedia:59%  inference:41%
crew                       13  0.02372  wikipedia            wikipedia:54%  inference:46%
air                        12  0.02190  wikipedia            wikipedia:67%  inference:33%
military                   12  0.02190  inference            inference:100%
international               8  0.01460  wikipedia            wikipedia:100%
aviation                    8  0.01460  inference            inference:100%
operations                  8  0.01460  inference            inference:100%
airport                     7  0.01277  wikipedia            wikipedia:100%
aircraft                    7  0.01277  inference            inference:57%  wikipedia:43%
supervisors                 7  0.01277  inference            inference:100%
technical                   7  0.01277  inference            inference:100%
members                     6  0.01095  inference            inference:67%  wikipedia:33%
mission                     6  0.01095  inference            inference:100%
aircrew                     5  0.00912  inference            inference:100%
leadership                  5  0.00912  inference            inference:100%
supervisory                 5  0.00912  inference            inference:100%
united                      4  0.00730  wikipedia            wikipedia:100%
states                      4  0.00730  wikipedia            wikipedia:100%
operating                   4  0.00730  wikipedia            wikipedia:100%
civilian                    4  0.00730  inference            inference:100%
line                        3  0.00547  inference            inference:67%  wikipedia:33%
airlines                    3  0.00547  wikipedia            wikipedia:100%
washington                  3  0.00547  wikipedia            wikipedia:100%
killed                      3  0.00547  wikipedia            wikipedia:100%
crash                       3  0.00547  wikipedia            wikipedia:100%
passengers                  3  0.00547  wikipedia            wikipedia:100%
three                       3  0.00547  wikipedia            wikipedia:100%
passenger                   3  0.00547  wikipedia            wikipedia:100%
accident                    3  0.00547  wikipedia            wikipedia:100%
service                     3  0.00547  inference            inference:67%  wikipedia:33%
force                       3  0.00547  wikipedia            wikipedia:67%  inference:33%
base                        3  0.00547  inference            inference:67%  wikipedia:33%
scheduled                   3  0.00547  wikipedia            wikipedia:67%  inference:33%
mangalore                   3  0.00547  wikipedia            wikipedia:100%
officer                     3  0.00547  inference            inference:67%  wikipedia:33%
voyage                      2  0.00365  wikipedia            wikipedia:100%
ocean                       2  0.00365  wikipedia            wikipedia:100%
resulting                   2  0.00365  wikipedia            wikipedia:100%
january                     2  0.00365  wikipedia            wikipedia:100%
airliner                    2  0.00365  wikipedia            wikipedia:100%