How we know this
This job isn’t in the U.S. government’s occupational survey yet, so this page carries no official pay figures. Everything below is drawn from published job descriptions and industry guides, each one linked at the foot of the page. The work described is real and sourced. What’s missing is the survey’s rating of which parts of the job matter most — so read this as a picture of the work, not a ranked list.
Think you get this job?Six quick questions on how it really works — with a hint and the reason behind every answer.
Test yourself →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.
Propagate plants from seed or cuttings
+Propagate the remaining stock of lavender and coleus from seed and softwood cuttings this week: sow seed in…
Propagate plants from seed or cuttings
+Propagate the remaining stock of lavender and coleus from seed and softwood cuttings this week: sow seed in sterilised compost, mist trays twice daily, label varieties, record germination rates and move healthy seedlings to the mist bench at 2–3 pairs of true leaves.
The tools that do the workGLOBALG.A.P.web
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Prepare sterile environment for micropropagation
+Set up a sterile bench for micropropagation this morning: sterilise work surfaces and tools, prepare…
Prepare sterile environment for micropropagation
+Set up a sterile bench for micropropagation this morning: sterilise work surfaces and tools, prepare autoclaved media, flame and cool forceps and scalpels, don gown and gloves, and log lot numbers for explants before starting transfers.
The tools that do the workGLOBALG.A.P.web
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Use forceps and scalpel to cut plants for propagation
+Using fine forceps and a new scalpel blade, excise nodal cuttings from the mother vine under the laminar…
Use forceps and scalpel to cut plants for propagation
+Using fine forceps and a new scalpel blade, excise nodal cuttings from the mother vine under the laminar flow, trim to two nodes, remove lower leaves, surface-sterilise in dilute bleach for one minute, then place into pre-poured rooting medium and label.
The tools that do the workGLOBALG.A.P.web
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Maintain high hygiene standards in laboratory work
+Conduct the lab hygiene audit today: check handwashing station, replace contaminated gloves, empty and…
Maintain high hygiene standards in laboratory work
+Conduct the lab hygiene audit today: check handwashing station, replace contaminated gloves, empty and disinfect waste bins, verify autoclave cycle logs, and sign the hygiene log with any corrective actions noted for the shift supervisor.
The tools that do the workDOSH certification systemweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Work in controlled environment to propagate plants
+Manage the controlled environment room for this propagation run: confirm temperature 22±1°C, humidity 70%…
Work in controlled environment to propagate plants
+Manage the controlled environment room for this propagation run: confirm temperature 22±1°C, humidity 70% during rooting, adjust LED photoperiod to 16 hours, rotate benches for light uniformity, and note any pest or mold outbreaks immediately.
The tools that do the workGLOBALG.A.P.web
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design and plan propagation processes for different plant types
+Draft a propagation plan for three varieties: outline seed vs cutting method, required media and hormone…
Design and plan propagation processes for different plant types
+Draft a propagation plan for three varieties: outline seed vs cutting method, required media and hormone rates, timing for each stage, labour hours per batch, and QC checkpoints so procurement can order supplies by next Tuesday.
The tools that do the workGLOBALG.A.P.DOSH certification systemweb
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Says who?
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Related careers
Same family of work — each with its own tasks and prompts.
The LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.
The rest of the map
Same library, five ways in.
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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses