What it pays
Government survey numbers — not estimates, not ads.
The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Purchase equipment, materials, or parts.
+Raise a procurement request for the new CNC lathe, specifying approved vendor SuterTech, required tooling…
Purchase equipment, materials, or parts.
+Ensure the production of quality products
+Author the first article inspection plan for the new gearbox run, include critical dimensions, sampling…
Ensure the production of quality products
+Review product designs for manufacturability.
+Review the handbag CAD files for tool access, stitch sequences, and material allowances, list…
Review product designs for manufacturability.
+Develop sustainable manufacturing technologies.
+Outline three pilot technologies to reduce waste in sole cutting—closed‑loop water recapture, low‑energy…
Develop sustainable manufacturing technologies.
+Plan the practices of manufacturing
+Draft the manufacturing practice plan for the new stitch assembly cell including standard cycle times,…
Plan the practices of manufacturing
+Prepare reports on manufacturing performance.
+Compile the monthly manufacturing performance report: hourly output, yield by workstation, three safety…
Prepare reports on manufacturing performance.
+Design layout of equipment or workspaces for efficiency.
+Lay out the new cell on Bay 3 so the laser cutter, bending press and assembly bench sit in a straight…
Design layout of equipment or workspaces for efficiency.
+Supervise technicians, analysts, or other staff.
+Run the weekly shop-floor supervision rota: assign Sam, Aisha and Marcos to first shift for tooling set-up,…
Supervise technicians, analysts, or other staff.
+Train production personnel in new or existing methods.
+Prepare and deliver a one-hour practical training for Line B operators on the new quick-change fixture,…
Train production personnel in new or existing methods.
+Redesign packaging for manufactured products to minimize raw material use or waste.
+Redesign the carton for the PCB assembly so it uses 20% less cardboard, maintains edge protection, fits the…
Redesign packaging for manufactured products to minimize raw material use or waste.
+Estimate costs, production times, or staffing needs.
+Produce a cost and time estimate for the batch of 2,000 brackets: include labour per operation, machine cycle…
Estimate costs, production times, or staffing needs.
+Research and develop tools, processes, machines, and equipment
+Prototype a folding jig and test three variations on the shop bench next week, document cycle time,…
Research and develop tools, processes, machines, and equipment
+Technical drawings
+Produce full-scale technical drawings for the new gearbox mount: dimensioned assembly, exploded parts,…
Technical drawings
+Ensure material compliance
+Verify material compliance for the June production run by checking certificates against the spec: confirm…
Ensure material compliance
+Turn raw material into finished or new products
+Convert the incoming steel coil batch into finished motor shafts: confirm material certificates, produce…
Turn raw material into finished or new products
+Reduce human labor in manufacturing processes
+Cut human touchpoints by automating the rivet insertion station: map current operator steps, specify…
Reduce human labor in manufacturing processes
+Design manufacturing processes for different kinds of production processes
+Design a hybrid production line for both batch and continuous flow of the pump housing: produce process flow…
Design manufacturing processes for different kinds of production processes
+Manufacturing processes
+Document the manufacturing process for the gearbox subassembly: create step-by-step work instructions,…
Manufacturing processes
+Ensure health and safety in manufacturing
+Update the plant safety plan for the stamping cell: perform a hazards review, specify required guarding, PPE…
Ensure health and safety in manufacturing
+Approve engineering design
+Approve the revised bracket design for production: check the tolerance stack, material compliance statement,…
Approve engineering design
+Says who?
These are the pages we read to build this. Open any of them and check us.
Activities this job lives in
The human activities behind the tasks — each with its honest AI ceiling.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
Same family of work — each with its own tasks and prompts.
The rest of the map
Same library, five ways in.
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses