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Aerospace Engineering and Operations Technologists and Technicians

SOC 17-3021.00Job Zone 3 · Medium Preparationv.26.05

Context coveredThis framework covers aerospace engineering and operations technologists and technicians working in ground-based test facilities, aerospace manufacturing environments, and systems integration labs where aircraft components and systems are fabricated, instrumented, tested, and evaluated against design and regulatory requirements.

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. Pre-operational checkout procedures — execute under direct supervision to verify aircraft system readiness before scheduled test runs in a controlled lab environment.
  2. Test equipment and instrumentation — identify and configure according to written setup specifications provided by senior technicians on the test floor.
  3. Hand tools and power tools — use under supervision to fabricate and install basic parts into test fixtures on entry-level aerospace assembly tasks.
  4. Test data on parts and assemblies — record manually or digitally using standardized forms and data sheets during routine inspection activities.
  5. Equipment malfunctions — recognize visual and audible indicators of faults in test setups during monitored operations and report findings to a supervisor.
  6. Technical manuals and engineering drawings — read and interpret to identify correct test parameters and component specifications on assigned tasks.
  7. Calibration procedures for measurement instruments — follow step-by-step written protocols under guidance to maintain compliance with test requirements.
  8. Engineering and technical terminology — apply foundational vocabulary when listening to and summarizing instructions from engineering staff during team briefings.
  9. Faulty components in test equipment — identify and flag for replacement by following diagnostic checklists under direct technician supervision.
  10. Data acquisition software interfaces — navigate and enter required inputs under instruction to support basic computer-based test data collection activities.
Developing
Mid-level / Established
  1. Aircraft systems readiness tests — conduct pre- and post-operational checkouts with reduced oversight, following established test protocols in a production test environment.
  2. Test parameters and data acquisition plans — identify and document required specifications independently, configuring equipment to conform before initiating test runs.
  3. Computer systems and data acquisition devices — operate and calibrate routinely to meet test requirements, applying standard procedures across multiple test campaigns.
  4. Test setup malfunctions — diagnose using systematic inspection techniques and instrument readings, determining corrective action within familiar equipment types.
  5. Faulty test equipment components — adjust, repair, or replace using hand and power tools, restoring operational status with minimal guidance from senior staff.
  6. Test results on parts, assemblies, and mechanisms — interpret recorded data against design specifications and flag out-of-tolerance findings for engineering review.
  7. Engineering personnel — confer with to clarify test procedure details and communicate preliminary findings using accurate technical language in routine project meetings.
  8. Fabrication and installation of test components — perform using appropriate tooling and test instruments, following engineering drawings with limited supervision.
  9. Quality control checklists and inspection criteria — apply consistently during component and system evaluations to ensure compliance with aerospace standards.
  10. Project management and scheduling tools — use to track task progress and manage personal time commitments across concurrent test assignments.
Proficient
Senior / Expert IC
  1. Simulated operational conditions for aircraft systems — design and execute comprehensive readiness tests autonomously, establishing critical design or fabrication parameters for engineering review.
  2. Complex data acquisition plans — develop end-to-end, selecting instrumentation, defining test parameters, and configuring multi-channel data systems for non-routine aerospace test programs.
  3. Test setup and equipment health — diagnose and maintain across the full system lifecycle, resolving ambiguous malfunctions through systematic troubleshooting without supervisory input.
  4. Engineering implications of test results — analyze and communicate in technical reports and cross-functional meetings, translating data into actionable design feedback for engineering teams.
  5. Calibration compliance and measurement traceability — ensure across all test instruments and computer systems, independently resolving discrepancies against applicable aerospace standards.
  6. Non-standard or out-of-tolerance test data — evaluate using deductive and inductive reasoning to identify root causes, recommending corrective actions to engineering and quality teams.
  7. Fabrication and installation of complex test assemblies — execute with precision using advanced tooling and test instruments, interpreting ambiguous drawings to determine best-fit solutions.
  8. CAD and analytical software tools — use proficiently to review component geometry, model test configurations, and support quantitative analysis of experimental aerospace data.
  9. Test documentation and technical writing — produce detailed, clear, and accurate records of procedures, results, and anomalies that meet regulatory and program quality requirements.
  10. Systems analysis of integrated test environments — perform to evaluate overall test capability, identify gaps, and recommend improvements to test architecture for increased reliability.
Advanced
Lead / Principal / Executive
  1. Test program strategy and scope — define at the program or facility level, setting technical direction for aircraft systems verification campaigns aligned with organizational and customer objectives.
  2. Junior and mid-level technicians — mentor and develop through structured on-the-job coaching, knowledge transfer sessions, and performance feedback in an active aerospace test environment.
  3. Data acquisition architectures and test infrastructure — evaluate and lead upgrades to, selecting technologies and driving implementation to advance organizational test capability.
  4. Cross-functional engineering and operations teams — lead coordination with, translating complex test findings into strategic recommendations that influence design decisions at the program level.
  5. Test safety and quality standards — champion and enforce across the department, establishing protocols and conducting audits to ensure compliance with aerospace regulatory requirements.
  6. Complex, organization-wide test anomalies — resolve by applying advanced systems evaluation and judgment, integrating inputs from engineering, quality, and operations stakeholders.
  7. Enterprise resource planning and data management systems — oversee deployment and use within the test organization to ensure accurate configuration control and traceability of test assets.
  8. Technical documentation standards and reporting frameworks — establish for the team, ensuring consistency, accuracy, and regulatory compliance across all test program deliverables.
  9. Workforce planning and skill gap analysis — conduct for the technician organization, identifying training needs and partnering with leadership to build long-term competency pipelines.
  10. Emerging aerospace test technologies and methods — evaluate and integrate into existing operations, positioning the organization to meet evolving program demands and industry standards.

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 documentation review — uses an LLM to summarize technical manuals and test procedure documents, cross-checking outputs against the source material before applying them to pre-operational checkouts WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Developing
  1. Test parameter extraction — directs an AI assistant to parse data acquisition plans and flag specification gaps, then personally verifies every parameter against engineering requirements before equipment setup Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Anomaly pattern recognition — feeds structured sensor logs into an AI tool to surface candidate malfunctions, while retaining judgment on whether a flagged condition constitutes a true fault requiring escalation Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Proficient
  1. Systems readiness reporting — delegates first-draft generation of pre- and post-operational checkout summaries to an AI assistant, editing outputs for technical accuracy and regulatory compliance before submission to engineering personnel Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
  2. Diagnostic hypothesis generation — presents symptom descriptions from test setups to an AI tool to generate ranked fault hypotheses, then applies critical thinking to select and pursue the most operationally plausible cause 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..
  3. Calibration procedure optimization — uses an AI assistant to cross-reference multiple calibration standards and identify procedural conflicts, resolving discrepancies through direct inspection and engineering consultation.
Advanced
  1. AI-mediated test design critique — evaluates AI-generated recommendations for simulated operational test conditions against physical constraints and safety margins, overriding outputs that conflict with tacit knowledge of aircraft system behavior 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. Workflow integration governance — defines which test and data-analysis subtasks are routed to AI tools versus reserved for human judgment, establishing team-level protocols that reflect the occupation's low observed AI collaboration rate and high human oversight requirement Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Evidence pack
AEI usage
Task observations: 21
Augment share: 2.1%
Time saved: 98.9%
AI autonomy: 2.14
SAFI positioning
Top skill: Critical Thinking
Score: 57.9 / 100
precision: category_estimate
WEF cluster
Computational Thinking
computational_thinking
Sources: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.Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. 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.

1Communication11 statements
Emerging
  1. Test procedure summary — conveys basic test parameters and setup requirements to engineering personnel using standard technical terminology 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. Written data entry — records test observations and measurement values in structured logs with minimal omissions 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. Test results reporting — summarizes aircraft systems test outcomes in written reports with clear reference to design specifications and observed deviations 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. Cross-functional briefing — communicates pre- and post-operational checkout findings to engineering teams using precise aerospace vocabulary 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. Verbal clarification — asks targeted follow-up questions when receiving test instructions from engineers to confirm procedural accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Technical documentation — authors detailed test data reports on parts, assemblies, and mechanisms that accurately capture parameters, anomalies, and interpretive conclusions 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. Engineering conference participation — presents test implications and procedural concerns to engineering personnel with structured arguments supported by recorded data 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. Audience-adaptive explanation — translates complex test setup requirements into accessible language for technicians at varying experience levels Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cross-discipline communication leadership — leads technical review sessions bridging operations, engineering, and quality control teams by synthesizing test data narratives that drive design decisions 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. Procedural standards authorship — develops and refines standardized communication templates for test data acquisition plans adopted across the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Mentored documentation coaching — guides junior technicians in producing technically rigorous, interpretively sound test records aligned with aerospace reporting standards 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.
2Leadership10 statements
Emerging
  1. Task ownership — takes personal responsibility for completing assigned test equipment setups without requiring repeated supervision Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Initiative in fault detection — proactively flags observed equipment malfunctions to senior technicians before they escalate 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. Setup team coordination — directs peers during multi-technician test equipment installation using fabrication instructions and shared task checklists 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. Process improvement suggestion — proposes refinements to test setup procedures based on firsthand operational experience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Test campaign leadership — plans and oversees the full sequence of systems readiness tests and operational checkouts, coordinating equipment, personnel, and schedule adherence 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. Junior technician development — assigns calibrated tasks to developing technicians during live test operations to build their hands-on competence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Cross-team accountability — assumes responsibility for communicating test status updates and escalating critical findings to engineering leadership in a timely manner 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. Operational standards leadership — establishes team-wide protocols for pre- and post-operational checkout sequences that improve reliability and reduce rework 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. Strategic test planning influence — collaborates with engineering managers to define long-range data acquisition strategies aligned with design validation milestones 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. Technical mentorship program — structures on-the-job learning experiences for new technicians that progressively build systems testing and troubleshooting capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition9 statements
Emerging
  1. Self-assessment of procedure gaps — identifies personal knowledge limitations in test parameter specifications before beginning equipment setup Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning strategy identification — selects appropriate reference materials such as engineering drawings or calibration manuals when encountering unfamiliar test configurations 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. Error pattern recognition — reflects on recurring mistakes in data recording or equipment calibration and adjusts personal techniques 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.
  2. Task monitoring — tracks own progress against test schedules and checkpoints, adjusting pace and focus when falling behind Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Cognitive load management — breaks complex multi-system test procedures into prioritized subtasks to maintain accuracy under operational 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. Post-test self-evaluation — conducts structured personal debriefs after test campaigns to identify knowledge gaps and procedural improvements Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Learning transfer planning — deliberately applies lessons from one aircraft system test to the setup and monitoring of a different system type Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Metacognitive modeling — explicitly demonstrates self-monitoring strategies during live troubleshooting to coach junior technicians on how to think through unfamiliar malfunctions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Systemic knowledge mapping — maintains a personal competency inventory across aircraft systems categories and directs targeted upskilling to address gaps relevant to upcoming test programs 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.
4Critical Thinking11 statements
Emerging
  1. Data validity check — cross-references recorded test measurements against expected specification ranges to identify obvious out-of-tolerance values 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. Assumption identification — recognizes when a test setup instruction assumes specific equipment configurations that may not match current conditions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Malfunction hypothesis generation — formulates multiple possible causes for an instrument anomaly before beginning diagnostic procedures 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. Evidence-based troubleshooting — evaluates observable symptoms against mechanical and electronic system schematics to narrow fault locations 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. Test parameter scrutiny — questions the adequacy of specified test conditions when simulated operational parameters appear inconsistent with real-world performance requirements 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. Root cause analysis — conducts systematic fault isolation on test equipment and aircraft sub-systems by methodically ruling out competing failure hypotheses using collected data 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. Quality control judgment — applies analytical criteria to distinguish measurement error from genuine component defect when reviewing test data on assemblies and mechanisms 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. Procedure gap identification — evaluates existing test protocols against design specifications to identify procedural steps that introduce ambiguity or risk Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Test design critique — evaluates proposed data acquisition plans for logical flaws, insufficient sample parameters, or invalid assumptions before test execution begins 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. Complex systems inference — synthesizes multi-source test data from interconnected aircraft systems to form evidence-based conclusions about design or fabrication parameter validity 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. Standards-based risk assessment — applies critical evaluation of test results to advise engineering personnel on design implications with documented reasoning chains 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.
5Collaboration10 statements
Emerging
  1. Team test setup participation — contributes to shared equipment installation tasks by following assigned steps and coordinating tool use with peers 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. Engineering interface — listens attentively during pre-test briefings with engineering personnel to accurately capture procedural requirements 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-role coordination — coordinates test timing and equipment handoffs with concurrent technicians operating different instrument stations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Conflict navigation — resolves procedural disagreements with peers by referencing test specifications and escalating unresolved issues to engineering oversight Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Shared documentation — contributes accurately to collaborative test logs and data acquisition records used by multiple team members 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. Integrated test team operation — functions as a reliable and technically precise node within multi-disciplinary teams conducting systems readiness tests on complex aircraft configurations 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. Engineering-operations liaison — bridges communication between operations technicians and engineering personnel by translating field observations into technically actionable feedback 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. Peer knowledge sharing — shares troubleshooting insights and calibration techniques with colleagues to reduce team-wide diagnostic time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Cross-functional collaboration leadership — facilitates structured working sessions between technicians, engineers, and quality assurance personnel to resolve test anomalies and align on corrective fabrication 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. Collaborative standards development — co-authors team test protocols with engineering partners that reflect integrated operational and design perspectives Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character10 statements
Emerging
  1. Data integrity commitment — records test measurements accurately without rounding or omitting values that fall outside expected ranges 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. Safety compliance — follows all prescribed safety procedures during equipment setup and test operations without deviation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Accountability for errors — acknowledges and reports personal calibration or setup mistakes immediately to prevent downstream data corruption 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. Professional conduct — maintains composed and respectful communication when receiving critical feedback from engineering personnel on test execution quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Ethical data reporting — presents unfavorable test results to engineering teams without modification or omission, ensuring design decisions are based on accurate information 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. Procedural discipline — adheres to established test protocols even under schedule pressure, refusing to shortcut steps that affect result validity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Confidentiality stewardship — handles proprietary design specifications, test data, and fabrication parameters with appropriate discretion Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Integrity modeling — establishes a team culture where accurate reporting and transparent error acknowledgment are normalized through consistent personal example Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Ethical advocacy — raises procedural or safety concerns through appropriate channels when test operations are at risk of compromising data validity or personnel safety 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. Professional reputation building — consistently delivers reliable, precise, and accountable performance that earns sustained trust from engineering and management stakeholders Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity9 statements
Emerging
  1. Adaptive setup improvisation — proposes a workable alternative instrument configuration when standard test equipment is unavailable or malfunctioning 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. Novel diagnostic approach — suggests an untested diagnostic sequence when standard troubleshooting procedures fail to isolate a fault 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. Test fixture innovation — designs a custom fabrication solution using available hand tools and materials to mount a non-standard test component securely 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. Data visualization experimentation — experiments with alternative formats for presenting test data to make anomaly patterns more apparent to engineering reviewers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Process redesign contribution — develops a revised pre-operational checkout sequence that reduces setup time without sacrificing test parameter accuracy 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. Instrumentation adaptation — engineers a creative solution to extend the measurement range of existing calibration equipment to accommodate an out-of-specification test requirement 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. Cross-system insight application — transfers a fault diagnosis technique developed for one aircraft system type to a structurally different system to accelerate troubleshooting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Test methodology innovation — conceives and pilots a novel data acquisition approach for complex multi-system aircraft tests that improves parameter coverage and reduces test cycle duration 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. Creative problem-solving leadership — facilitates structured brainstorming sessions with mixed technical teams to generate unconventional solutions to persistent aircraft systems test failures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset10 statements
Emerging
  1. Feedback receptivity — accepts technical corrections from engineers and senior technicians on test setup errors and implements changes without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Complexity embrace — volunteers for unfamiliar aircraft system test assignments rather than defaulting to mastered configurations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setback recovery — after a failed calibration attempt or test abort, systematically identifies what went wrong and re-approaches the setup with a revised method 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. Skill gap pursuit — independently seeks out training resources or engineering documentation to build competency in aircraft systems outside current specialty area 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. Challenge-seeking behavior — accepts assignment to high-complexity or first-article systems readiness tests as opportunities to expand technical mastery 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. Iterative improvement commitment — treats each test campaign debrief as a structured opportunity to identify and close personal procedural gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Constructive critique utilization — systematically incorporates engineering team feedback on test data interpretation into revised personal analytical approaches 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. Mastery orientation modeling — demonstrates to junior technicians how persistent effort and deliberate practice produce measurable gains in diagnostic accuracy and test efficiency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Organizational learning contribution — documents lessons learned from test failures and calibration challenges in shared knowledge repositories that benefit the entire operations team 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. Continuous upskilling leadership — pursues advanced certifications and emerging aerospace testing methodologies, bringing new capabilities back to the team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness9 statements
Emerging
  1. Attention management — maintains sustained focus during repetitive pre-operational checkout sequences to avoid overlooking critical instrument readings 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. Stress awareness — recognizes personal signs of cognitive fatigue during extended test operations and signals need for a brief task handoff Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Intentional monitoring — applies deliberate, step-by-step attention to operations monitoring dashboards during simulated operational conditions rather than scanning superficially 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. Emotional regulation — maintains professional composure and technical precision when test equipment produces unexpected anomalies under time pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Present-state diagnostic focus — directs full attention to observable system behavior during live fault diagnosis, avoiding premature conclusions based on prior similar cases 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. Situational awareness maintenance — sustains awareness of simultaneous test parameter states across multiple aircraft subsystems during integrated systems testing 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. Intentional communication — pauses to confirm understanding before acting on verbal instructions from engineers, particularly in high-noise or high-stakes test environments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mindful safety culture promotion — models and encourages deliberate, present-moment awareness practices among technician teams during safety-critical test 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. High-stakes composure — demonstrates disciplined attentional control and emotional steadiness during anomalous aircraft system behaviors that require immediate, accurate diagnostic response 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.
10Fortitude10 statements
Emerging
  1. Persistence through difficulty — continues working through a complex test setup challenge without abandoning the task when initial approaches fail 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 — proceeds with data acquisition planning when complete specification parameters are not yet available, working with confirmed information Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Extended effort endurance — maintains technical accuracy and procedural discipline during prolonged test campaigns requiring sustained concentration over multi-hour sessions 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. Setback perseverance — returns to a failed diagnostic sequence with renewed systematic effort after an initial troubleshooting attempt does not isolate the fault 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. High-pressure reliability — delivers accurate test results and calibrated equipment performance under compressed timelines and elevated engineering scrutiny 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. Adversity response — maintains structured, methodical troubleshooting discipline when a test abort threatens program schedule and organizational pressure mounts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Courageous reporting — delivers unfavorable test findings to engineering stakeholders clearly and completely despite awareness of schedule or cost implications 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. Resilience modeling — demonstrates sustained professionalism and technical effectiveness through extended test program challenges, serving as a stabilizing presence for less experienced technicians Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Sustained excellence under ambiguity — executes rigorous data acquisition and systems testing in the absence of complete engineering guidance, maintaining quality standards independently 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. Organizational resilience contribution — leads the team's recovery response after a major test failure event by restoring procedural discipline and rebuilding confidence in the testing methodology 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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Source anchors that ground each statement

Related titles
Aerographer · Aerospace Assembler · Aerospace Engineering Technologist · Aerospace Mechanic · Aerospace Operations Technologist · Aerospace Physiological Technician · Aerospace Technician · Aircraft Research Mechanic · Altitude Chamber Technician · Avionics Installation Technician · Avionics Test Technician · Data Acquisition Technician
RAPIDS apprenticeships
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O*NET skills
Critical ThinkingReading ComprehensionOperations MonitoringQuality Control AnalysisActive ListeningSpeakingComplex Problem SolvingTroubleshootingJudgment and Decision MakingTime ManagementWritingScienceMonitoringSystems AnalysisSystems EvaluationMathematicsActive LearningOperation and ControlRepairing
Knowledge domains
MechanicalEngineering and TechnologyMathematicsProduction and ProcessingCustomer and Personal ServiceEnglish LanguageAdministrativePhysicsComputers and ElectronicsEducation and Training
Abilities
Oral ComprehensionOral ExpressionWritten ComprehensionProblem SensitivityDeductive ReasoningInductive ReasoningInformation OrderingNear VisionWritten ExpressionFlexibility of Closure
Work styles
Attention to DetailDependabilityCautiousnessIntegrityIntellectual CuriosityPerseverance
Technology
Data base management system softwareObject or component oriented development softwareProject management softwareComputer aided design CAD softwareProgram testing softwareIndustrial control softwareTransaction server softwareAnalytical or scientific softwareEnterprise resource planning ERP softwareEnterprise application integration software
Tasks · seed anchors for statements
  1. Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.
  2. Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.
  3. Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions.
  4. Confer with engineering personnel regarding details and implications of test procedures and results.
  5. Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.
  6. Record and interpret test data on parts, assemblies, and mechanisms.
  7. Adjust, repair, or replace faulty components of test setups and equipment.
  8. Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.
CIP education codes
14.020215.000015.030315.080129.040129.040247.0609

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.