General construction worker

AI Trainer Jobs; United States; Remote; USD 28,000 - 48,000; Part time

Job summary

AI Trainer Jobs is seeking a General construction worker for a remote review role evaluating AI outputs across construction operations workflows. Reviewers assess workflow correctness, policy adherence, and stakeholder fit, flag risks, and document next steps to guide model training.

The position requires strong attention to detail, experience with construction operations, and reliable weekly async availability, with compensation in the $20–$35/hr range as a contractor.

Qualifications

• Direct working experience in construction operations on real teams.
• Comfort applying multi-page rubrics consistently.
• Clear written reasoning naming the policy or workflow being applied.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current construction operations workflows, playbooks, and firm policy for General construction worker assignments.
• Grade tone, escalation logic, and stakeholder fit on a structured rubric.
• Flag operational risk, missed escalations, and policy-adherence gaps with severity tags.
• Capture the right next step so the modeling team can train on it.
• Adjudicate disputed treatments against published playbooks or firm guidance.

Skills

Direct working experience in ConstOps

Familiarity with AI-assisted tooling

Bilingual cross-region experience

Attention to detail

Job description

Role details

General construction worker is a remote review track for evaluating AI outputs across construction operations workflows. Reviewers grade workflow correctness, policy adherence, and stakeholder fit; flag operational risk; and document the right next step so the modeling team can train on it.

Category: Enterprise Workflow & Tool Use · Pay: $20–$35 / hr · Location: Remote — US-eligible · Contractor

General construction worker is a remote review track for evaluating AI outputs across construction operations workflows.

About the role

General construction worker is a remote review track for evaluating AI outputs across construction operations workflows. Reviewers grade workflow correctness, policy adherence, and stakeholder fit; flag operational risk; and document the right next step so the modeling team can train on it.
Construction operations AI has to fit into an actual day at work. AuraOne uses experienced operators to grade outputs the way a senior peer would — checking workflow, policy, and the unwritten rules that decide whether a task actually gets done.
Judge tool-use tasks and enterprise agent behavior. Operational judgment is the skill.

Responsibilities

• Review AI outputs against current construction operations workflows, playbooks, and firm policy for General construction worker assignments.


• Grade tone, escalation logic, and stakeholder fit on a structured rubric.


• Flag operational risk, missed escalations, and policy-adherence gaps with severity tags.


• Capture the right next step so the modeling team can train on it.


• Adjudicate disputed treatments against published playbooks or firm guidance.

What you should bring

• Direct working experience in construction operations on real teams for General construction worker work.


• Comfort applying multi-page rubrics consistently across long batches.


• Clear written reasoning that names the policy or workflow being applied.


• Strong attention to detail and the ability to flag when a prompt itself is the problem.


• Reliable async availability for at least 10 hours per week.

Example tasks

• Grade a model's response to a real construction operations ticket and rate workflow, tone, and escalation.


• Flag a missed escalation with the right severity tag and corrected next step.


• Adjudicate a disputed playbook call between two reviewers using firm guidance.


• Audit a 25-row batch for rubric consistency and report drift to the program lead.

Useful experience

• Prior experience training, calibrating, or QA-ing operations teams.


• Familiarity with AI-assisted workflow tooling and its failure modes.


• Bilingual experience for cross-region operations.

Compensation and schedule

$20–$35 / hr
Expected arrangement: contractor , with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

• Operational review


• Policy adherence


• Workflow judgment


• Stakeholder communication


• Construction operations


• Ability to Follow Instructions & Work in Teams


• Hands-on Construction Site Experience