We are sharing a specialised part-time consulting opportunity for experienced manufacturing, production, engineering, procurement, and warehouse professionals to evaluate realistic professional work products within their own field.
This role focuses on reviewing completed AI-generated manufacturing and operations work rather than producing or recreating the underlying deliverables.
Selected professionals will assess whether tasks reflect real industrial practice, whether technical and operational content is accurate, and whether existing grading and quality scores are justified.
Key Responsibilities
Manufacturing Work Product Review
Review completed work products representing realistic manufacturing, engineering, procurement, production, or warehouse tasks
Examine task instructions, supporting files, completed deliverables, and evaluation results
Determine whether outputs reflect genuine plant and operational workflows
Identify substantive technical, operational, quality, or process issues
Assess whether completed work would be usable or acceptable in a real manufacturing environment
Task Realism Assessment
Evaluate whether assignments accurately represent work performed in your profession
Assess whether task descriptions, constraints, figures, and expected deliverables are realistic
Distinguish authentic manufacturing scenarios from borderline or contrived tasks
Consider practical shop-floor, procurement, engineering, inventory, and production requirements
Provide concise explanations supporting each judgement
Production & Operations Review
Evaluate production schedules, operating procedures, workflow decisions, and related documentation
Assess whether proposed methods are practical in a real plant or production environment
Identify unrealistic assumptions involving labour, equipment, capacity, throughput, or sequencing
Review operational constraints and dependencies
Apply hands-on manufacturing judgement to quality assessments
Engineering & Process Accuracy
Review technical assumptions, calculations, specifications, and engineering documentation
Assess whether designs, process recommendations, and manufacturing decisions are technically credible
Identify inconsistencies involving parts, systems, layouts, methods, or production processes
Evaluate capacity, throughput, time-study, and workflow considerations where relevant
Detect issues that may be missed by reviewers without practical engineering experience
Quality & Root-Cause Review
Assess root-cause investigations and corrective-action reasoning
Review quality-control documentation and inspection-related work
Evaluate scenarios involving PPAP, first-article inspection, method sheets, or process deviations where relevant
Identify weak or unsupported conclusions
Assess whether proposed corrective actions are realistic and appropriate
Procurement & Supplier Review
Evaluate purchasing and supplier-related scenarios
Review purchase-order, supplier-selection, and negotiation considerations
Assess whether commercial and operational assumptions reflect real procurement practice
Identify inconsistencies involving supplier obligations, lead times, pricing, or delivery expectations
Apply practical experience managing supplier accountability
Inventory & Warehouse Review
Review receiving, inventory, cycle-count, and warehouse-related work products
Evaluate inventory figures and reconciliation logic
Identify inconsistencies involving stock accuracy, receiving records, or count variances
Assess whether warehouse procedures reflect realistic operational practice
Apply practical judgement from hands-on plant or warehouse environments
Grading & Evaluation Review
Review existing yes/no grading decisions against completed work
Assess issues such as requirement compliance, fabricated figures, terminology, technical accuracy, and formatting
Identify grading decisions that are unsupported by the underlying evidence
Explain clearly where and why you agree or disagree with an evaluation
Apply consistent professional standards across reviewed assignments
Quality & Score Assessment
Independently assess the overall quality of each work product
Determine whether an experienced practitioner could realistically use or accept the output
Assign an appropriate quality band based on professional standards
Compare your judgement with the reported evaluation score
Identify cases where scoring does not accurately reflect the quality of the work
Ideal Profile
Applicants should have hands-on professional experience in one of the following areas:
Purchasing & Procurement
5+ years of experience placing purchase orders and negotiating with suppliers
Direct accountability for supplier performance and commercial decisions
Practical understanding of procurement documentation and supplier management
Experience resolving real sourcing, delivery, or purchasing issues
Production Supervision
5+ years of experience supervising production or operating workers
Hands-on responsibility for production schedules and shift or line performance
Experience managing people and operational priorities on the plant floor
Strong understanding of real production constraints and workflows
Mechanical Engineering
4+ years of professional experience designing parts or systems that progressed into physical production
Strong practical understanding of manufacturability and engineering documentation
Experience reviewing technical specifications and design-related work
PE qualification is advantageous but not required
Industrial Engineering
3+ years of professional experience conducting capacity, throughput, layout, or time studies
Experience implementing improvements that changed real plant operations
Strong understanding of production processes and workflow optimisation
Ability to assess operational data and process assumptions
Shipping, Receiving & Inventory
4+ years of hands-on experience in warehouse or plant inventory operations
Responsibility for receiving, cycle counts, and inventory accuracy
Experience investigating and resolving inventory variances
Strong practical understanding of warehouse documentation and controls
Additional Requirements
Strong hands-on manufacturing or operational delivery experience
Experience with activities such as root-cause investigations, PPAP, first-article inspections, cycle-count reconciliation, or production-method review is particularly valuable
Near-native business English
Ability to provide concise written explanations for professional judgements
Comfortable reviewing spreadsheets, PDFs, and related professional documents
Able to verify figures, calculations, and internal consistency
Candidates whose experience is primarily limited to planning software without substantial operational exposure are less aligned with this engagement
Engineers whose work has been limited primarily to simulation without implementation experience are also less suited to the role
Engagement Details
Part-time independent contractor engagement
Fully remote
Flexible scheduling based on project requirements
Compensation: $45–$55/hour
Approximately one hour of review work per item
Open to qualified professionals based in Australia, Canada, Ireland, New Zealand, the United Kingdom, and the United States
The role involves reviewing completed work rather than independently performing or recreating the underlying task
Projects may be extended, shortened, or concluded based on project needs and performance
Work must be completed without using confidential or proprietary information belonging to any employer, client, institution, or other third party
H1-B and STEM OPT support is unavailable for this engagement
About the Platform
This opportunity is available through 24-MAG LLC.
We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.
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