◆ Mathematics

What a technical writer math ai
really does.

20 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

20evidenced tasks
45,500in the US (2025)
$90,390median pay / year
8systems it runs on
See the 20 tasks ↓Open in the atlasThe full career map →
This is what one task looks like here
Develop and update online documentation
Update the online user guide for the Math AI SDK to include the new AP…3 sources agree

The shape of the day

tap a movement to see its tasks

Which one is you, right now?

Pick the moment · no score, no sign-up
Which moment is you right now?
Whichever you pick, the task behind it opens below.

The work, task by task

20 tasks
Hands on the work15
Acquire industry terminology and product knowledge on the job+
Compile a one-page industry terms sheet for the Math AI product from the sales deck, engineering notes, and two recorded customer calls, flag unknown terms for a meeting with Priya in product next Tuesday.
onetwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Edit and revise technical documents for clarity and accuracy+
Edit the algorithm reference chapter for clarity: simplify dense sentences, correct the variable names to match code, verify formulas against the latest implementation, and mark remaining questions for Sam in engineering.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Translate technical jargon into understandable language+
Rewrite the optimization module description so a graduate student can follow it: replace jargon with plain phrases, add inline examples with expected outputs, and prep a short FAQ for common confusions by Friday.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Collaborate with designers to create visuals and diagrams+
Work with Leo the designer to produce three step diagrams for the runtime pipeline: sketch the flow, confirm exact labels and tensor shapes with Maya in engineering, and deliver layered art files for implementation review on Thursday.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Write dialogues+
Draft three short dialogues between a junior researcher and a skeptical reviewer that teach a subtle math concept through conflict and reconciliation, each under 300 words, use naturalistic speech, varied sentence rhythms, concrete objections from the reviewer, and a clear resolution that reveals the concept.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Use specific writing techniques+
Recast the above three dialogues using three specific literary techniques—show don’t tell, rhetorical questions, and strategic repetition—preserve characters and resolution while tightening language to 250 words each and flag any lines that risk jargon without plain explanation.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Create multimedia content like videos or infographics+
Draft a short explainer video script and two infographic panels that teach the new probabilistic model, include concise speaker lines, visual cues for equations, and a 90-second runtime target so the animator can storyboard it.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Assist in laying out material for publication.+
Lay out the chapter on model assumptions into a 12-page printable spread with consistent heading hierarchy, pull quotes, numbered examples and correct widows/orphans so the typesetter can export a press-ready file.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice3
Keep the record1
Watch and assess1

What the work runs on

named inside the evidenced tasks
12 tasksAtlassian Confluencestores and publishes online technical documentation and versioned pages
3 tasksAdobe Illustratorcreates layered, editable vector diagrams designers and engineers can iterate on
3 tasksAdobe InDesigndesigned for multi-page publication layouts and producing press-ready spreads
3 tasksAtlassian JIRAlinks changes to tickets when tracking edits and approvals
2 tasksExtensible markup language XMLused to store and publish structured technical content where precise tagging and formulas must match code
2 tasksAdobe Creative Cloudhandles both video assets and infographic design for publication-ready multimedia
1 taskAdobe Photoshopprepares and cleans bitmap assets that may be included in the diagrams
1 taskAdobe Acrobatannotates screenshots and creates a single reviewable PDF of proposed UI text and layouts
Browse every evidenced software task →

The same task, four heights

this page is height one
ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Explain the theory behind the work
  • Draft, tidy and structure your writing
  • Rehearse a hard conversation before you have it
  • Build a study plan that fits your gaps

It cannot

where it stops, completely
  • Be in the room where a technical writer math ai actually works
  • Carry the responsibility when the call is wrong — that weight stays yours
  • Notice what no one wrote down: the hesitation, the thing left unsaid
  • Live with the outcome

What the work pays

two countries, two different measures

United States

this exact occupation · BLS 2025
  • $90,390 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $57,440; the top tenth near $145,270
  • 45,500 people employed in this occupation

India

the occupation GROUP, not this job · PLFS via ILOSTAT 2025
  • ₹38,298 a month — the median for Professionals, the group this work sits in
  • India publishes pay by broad occupation group, so this covers many jobs besides this one. It is a shape, not a salary.
read this carefullyThese two numbers are not comparable and must not be converted into each other. One is a yearly figure for this job alone; the other is a monthly figure for a whole family of jobs. What travels between them is the pattern, not the amount: experience lifts pay almost everywhere.

Where the evidence lives

open any of it yourself
O*NETThe US Department of Labor's own record of this job6 of these tasks ESCOThe European skills and occupations register4 of these tasks Job descriptionsReal postings, in the wild10 of these tasks WikipediaHow the world describes this work8 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS SEMMAN2302Using and interpreting engineering data and documentationnational standard UK NOS SEMPEO203Using and communicating technical informationnational standard

Close to this work

12 nearby
MathematicsSimulation Engineer25 evidenced tasks MathematicsOperations Research Analyst23 evidenced tasks MathematicsGame Theorist23 evidenced tasks MathematicsMath Content Writer22 evidenced tasks MathematicsMathematician20 evidenced tasks MathematicsApplied Mathematician20 evidenced tasks MathematicsTheoretical Mathematician20 evidenced tasks MathematicsQuantitative Analyst Quant20 evidenced tasks

Questions people actually ask

You’ll spend mornings gathering and checking facts: reading model docs, running short tests, or interviewing a subject-matter expert (SME) about a math algorithm. That often leads into writing or editing a doc page in Atlassian Confluence or an XML-based help file.

Afternoons are for visuals and reviews — making a diagram in Adobe Illustrator or laying out a PDF in Adobe InDesign, then tracking issues in Atlassian JIRA. You’ll also save versions and notes in your content system so you can show revisions later.

According to the U.S. Bureau of Labor Statistics (BLS) for 2025, there were about 45,500 people employed in this occupation. The median annual wage was $90,390; the lowest tenth earned $57,440 and the top tenth earned $145,270.

Use those numbers as a range guide — actual offers depend on location, industry, and your math/AI depth. The BLS is the source for these figures.

Technical writers document, clarify, and teach. You don’t produce production code like a developer, and you don’t design models or run large-scale experiments like a data scientist. Your deliverables are docs, SOPs, diagrams, and usability improvements.

You collaborate closely with developers and data scientists, translate their jargon into user-facing guides, and maintain docs in systems like Confluence, XML repositories, and Adobe tools. You need enough technical literacy to verify content and reproduce simple examples.

Show you can produce a clear Confluence page: write a short how-to for running a tiny math example, include one diagram from Illustrator or an image edited in Photoshop, and attach a PDF exported from InDesign or Acrobat.

That package proves you can gather info, organize it, use the content tools named above, and follow a publishable workflow — exactly the daily work this role requires.