Team Assemblers
Work as part of a team having responsibility for assembling an entire product or component of a product. Team assemblers can perform all tasks conducted by the team in the assembly process and rotate through all or most of them, rather than being assigned to a specific task on a permanent basis. May participate in making management decisions affecting the work. Includes team leaders who work as part of the team.
Also known as: Assembler · Assembly Worker · Assembly Operator · Cabinet Assembler · Assembly Associate · Assembly Inspector
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
Complete production reports to communicate team production level to management.
Augmentable 65/100 exposure
Most durable task
Shovel, sweep, or otherwise clean work areas.
Durable 8/100 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 — $9Most 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.
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Complete production reports to communicate team production level to management.65
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Review work orders and blueprints to ensure work is performed according to specifications.35
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Determine work assignments and procedures.35
Most durable tasks
Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.
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Shovel, sweep, or otherwise clean work areas.8
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Operate machinery and heavy equipment, such as forklifts.10
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Rotate through all the tasks required in a particular production process.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 25 puts Team Assemblers 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
Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.
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 — $9Related 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 45/100 exposure
- Durable 8 tasks, averaging 17/100 exposure
score = (3×45 + 8×17) ÷ 11 ≈ 25
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 — Team Assemblers
- Will AI replace Team Assemblers?
- 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 25 mean for a Team Assemblers?
- It means that, weighted across the 11 tasks we analyzed for this role, the task mix sits at 25 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: Shovel, sweep, or otherwise clean work areas; Operate machinery and heavy equipment, such as forklifts; Rotate through all the tasks required in a particular production process. 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