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.
Develop and update online documentation
+Update the online user guide for the gene sequencer: add a new Getting Started section, refresh command…
Develop and update online documentation
+Acquire industry terminology and product knowledge on the job
+Compile a concise terminology sheet from the product spec, field notes, and two engineer interviews—define…
Acquire industry terminology and product knowledge on the job
+Edit and revise technical documents for clarity and accuracy
+Edit the draft protocol for the thermal cycler: tighten passive voice, correct reagent concentrations to…
Edit and revise technical documents for clarity and accuracy
+Gather information through research and interviews
+Research background for the white paper: assemble five peer-reviewed sources, schedule two 30-minute…
Gather information through research and interviews
+Translate technical jargon into understandable language
+Rewrite the API description of the imaging pipeline so a lab technician can follow it: replace jargon with…
Translate technical jargon into understandable language
+Collaborate with designers to create visuals and diagrams
+Work with Maya in design to sketch two diagram concepts for the cell-sorting flow: draft labels and captions,…
Collaborate with designers to create visuals and diagrams
+Write dialogues
+Draft a 90–1200‑word scene that dramatizes a lab dispute between Dr. Anika Rao and postdoc Marcus Lee about a…
Write dialogues
+Use specific writing techniques
+Rewrite the submitted feature employing show‑don’t‑tell, strategic anaphora, and clipped rhythms across three…
Use specific writing techniques
+Create multimedia content like videos or infographics
+Draft a 90-second explainer video script and two matching static infographics about CRISPR ethics, include…
Create multimedia content like videos or infographics
+Assist in laying out material for publication.
+Lay out the 24-page feature on ocean acidification as a publication-ready spread: set chapter openers, pull…
Assist in laying out material for publication.
+Maintain records and files of work and revisions.
+Organize the master archive of drafts and revisions for the reef series: consolidate all versions, apply…
Maintain records and files of work and revisions.
+Develop standard operating procedures (SOPs)
+Write a clear SOP for producing a short science explainer: define roles from researcher interview to final…
Develop standard operating procedures (SOPs)
+Organize content logically and visually
+Reorganise the draft on microplastics into a logical flow: propose a new section order, suggest headline…
Organize content logically and visually
+Participate in content management and collaboration
+Set up the content workflow for the algae project: create a shared project space, invite Sam in editing and…
Participate in content management and collaboration
+Support usability and user experience improvements
+Review the current app workflow notes, run a quick heuristic checklist on the main task flows, list three…
Support usability and user experience improvements
+Work with Subject-Matter Experts (SMEs) to gather knowledge
+Arrange short interviews with Dr. Lee, Ana from lab ops, and Marcus in product to capture three canonical…
Work with Subject-Matter Experts (SMEs) to gather knowledge
+Create project plans and software test plans
+Draft a six-week project plan with milestones for drafts, reviews, and a two-cycle software test plan that…
Create project plans and software test plans
+Serve as a trained expert in technical writing
+Produce a clear procedural guide for the new instrument that explains steps, failure modes, and required…
Serve as a trained expert in technical writing
+Develop content for books
+Outline the table of contents for a 250-page trade book on synthetic biology, write chapter synopses for the…
Develop content for books
+Publishing industry
+Audit the current publication pipeline, list three recurring bottlenecks with evidence from the last six…
Publishing industry
+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