What does a score of 29 mean for a Aerospace Engineering and Operations Technologists and Technicians?

It means that, weighted across the 11 tasks we analyzed for this role, the task mix sits at 29 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Adjust, repair, or replace faulty components of test setups and equipment; Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments; Finish vehicle instrumentation and deinstrumentation. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.

Aerospace Engineering and Operations Technologists and Technicians

Operate, install, adjust, and maintain integrated computer/communications systems, consoles, simulators, and other data acquisition, test, and measurement instruments and equipment, which are used to launch, track, position, and evaluate air and space vehicles. May record and interpret test data.

Also known as: Aerographer · Aerospace Mechanic · Aerospace Assembler · Aerospace Technician · Avionics Test Technician · Aircraft Research Mechanic

AI Task Exposure Score

Moderate exposure

More exposed than 35% of 968 occupations · Rank #594 (1 = most exposed)

This score estimates how exposed the tasks in a role are to current and near-term AI capabilities. It does not predict whether a specific person will lose a job.

Your free role snapshot

Start with the work, not the headline

This occupation baseline already contains different kinds of work. These are the two ends of its current task range and one useful action you can take now.

Most exposed task

Record and interpret test data on parts, assemblies, and mechanisms.

Augmentable 55/100 exposure

Most durable task

Finish vehicle instrumentation and deinstrumentation.

Durable 15/100 exposure

Useful next step

Make one change to the task mix

Pilot AI on one augmentable task, then document the judgment, relationships, and accountability you still own.

Want this mapped to your actual week? Know what to strengthen, what to delegate to AI with review, and what to do over the next 7, 30, and 90 days.

Build my 7/30/90-day action plan — $9

Most exposed tasks

No task is classified fully automatable in this release. The highest-exposure task relative to this role is shown in the free snapshot above; the assistive work is detailed next.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

Record and interpret test data on parts, assemblies, and mechanisms.55
Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.50
Design electrical and mechanical systems for avionic instrumentation applications.45

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

Adjust, repair, or replace faulty components of test setups and equipment.15
Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.15
Finish vehicle instrumentation and deinstrumentation.15

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 29 puts Aerospace Engineering and Operations Technologists and Technicians in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 0 of 11 analyzed tasks lean automatable, 3 augmentable, and 8 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

$82,890median wage
11,280employed
900annual openings
+8.6%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Turn your actual week into a plan

Know which work to strengthen, what to delegate to AI with review, and what to do over the next 7, 30, and 90 days. Your $9 plan includes a confidence-rated personal score, task matrix, human moat, and only genuinely lower-exposure adjacent roles.

Build my 7/30/90-day action plan — $9

Related roles

Adjacent by skills or family — no exposure claim implied.

How this score was calculated

The score is the plain average of the AI-exposure values of this role’s 11 analyzed tasks (equal task weights in this release — no hidden factors):

Augmentable 3 tasks, averaging 50/100 exposure
Durable 8 tasks, averaging 21/100 exposure

score = (3×50 + 8×21) ÷ 11 ≈ 29

Every task’s exposure value was scored against a published anchored rubric that scores tasks as actually performed — physical, in-person, and accountability requirements included (data release 2026.07.12-r2). The band (Moderate) is a corpus quartile; the percentile is tie-aware across all 968 occupations.

FAQ — Aerospace Engineering and Operations Technologists and Technicians

Will AI replace Aerospace Engineering and Operations Technologists and Technicians?: This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.
What does a score of 29 mean for a Aerospace Engineering and Operations Technologists and Technicians?: It means that, weighted across the 11 tasks we analyzed for this role, the task mix sits at 29 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.
Which tasks in this role are most exposed to AI?: This role has no strongly automatable task in the current data release.
Which parts of this job are most durable?: The most durable responsibilities are: Adjust, repair, or replace faulty components of test setups and equipment; Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments; Finish vehicle instrumentation and deinstrumentation. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.
Is this score personalized to me?: No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.

Score version jr-v1 · data release 2026.07.12-r2 · updated 2026-07-13 · baseline mapping: 11 of 11 tasks carry source-level provenance · methodology