How it works
Complete the questionnaire
A progressive 3-stage assessment: 18 quick-match questions for initial results, ~20 more to sharpen your scores, and an optional deep-dive for maximum personalisation.
Get your personal summary
A narrative playback of your profile â who you are, what you bring, and what matters to you. Written in your preferred style.
Receive career analysis
Scored and ranked career pathways with salary data, credential recommendations, and a realistic transition timeline.
Your skills open doors
15 career pathways, scored to you
Interest fit, skill match, feasibility, compensation, and more â each pathway ranked against your unique profile.
Flight-Crew Native
Skills, constraints, and pathways grounded in what flight attendants actually do â not generic career advice.
Location-Aware Realism
Built-in modeling of visas, notice periods, end-of-service benefits, and salary benchmarks tailored to your country and currency.
Explainable Results
Transparent scoring with clear reasoning â see exactly why each pathway fits your profile and what gaps to address.
A research-grade advisory framework, not a chatbot
CrewTransition doesn't send your answers to an AI and hope for the best. Every recommendation passes through a multi-layered analysis pipeline backed by structured knowledge documents, deterministic scoring, and domain-specific intelligence built exclusively for aviation professionals.
Structured Knowledge Base
13 proprietary resource documents totaling 3,000+ lines of domain expertise â from aviation skills translation matrices to global labour market context, credential mapping, and archetype recognition patterns.
Six-Component Scoring Model
Every pathway is evaluated across Interest Fit, Skill Match, Environment Preference, Feasibility, Compensation Alignment, and Risk Tolerance â each independently weighted and evidence-backed.
Deterministic Scoring Engine
A rule-based engine runs independently of any AI model, applying gate flags for hard constraints (visa, financial, timeline) and producing auditable, reproducible scores for each pathway.
What powers every recommendation
Aviation Skills Translation
Maps cabin crew competencies â CRM, emergency response, cross-cultural service, de-escalation â to their ground-side equivalents across 14 industries.
Global Labour Market Context
Region-specific intelligence on visa constraints, notice periods, end-of-service gratuities, salary benchmarks, and market demand across key aviation hubs.
Urgency & Constraint Signals
Detects financial runway, contractual lock-ins, family obligations, and time-sensitivity to calibrate the realism and pacing of every recommendation.
Archetype Recognition
Identifies recurring crew profiles â the Safety Purist, the Entrepreneurial FA, the Burned-Out Senior â to tailor tone, pathway weighting, and risk framing.
Contradiction Detection
Flags inconsistencies in your responses (e.g., wanting high salary but low stress) and addresses them transparently rather than ignoring the tension.
Partial Completion Handling
Adapts analysis depth to your completion level with explicit confidence disclosures, so you always know where the evidence is strong and where it's inferred.
Ready for your career takeoff?
Create a free account and start your career assessment today.