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- Job Skills with AI
AI for your job, not for “everyone”.
66 role playbooks. Each one covers the tasks AI can realistically take on in that job, the prompts to use, the tools worth paying for, the cautions that apply, and a 30-day plan to build the habit.
Business & Leadership
- AI for Compliance OfficersAI rewrites the policy nobody reads into one people will, finds the rule change you missed, drafts the training deck, and structures the investigation chronology. It also puts a new line on your risk register: the company's own use of AI, which regulators now expect you to govern.
- AI for ConsultantsAI synthesizes twelve interview transcripts into themes with quotes, builds the issue tree, argues against your recommendation before the client does, and drafts the SOW. The judgment, the relationship, and the confidentiality obligations are yours.
- AI for Event PlannersEvent planning is a thousand details and a hundred emails a day. AI is good at the details that are writing, lists and comparisons: run-of-show, RFPs, attendee messages, recaps. Here is how to use it, and why contracts and attendee data stay in your hands.
- AI for Executive AssistantsInbox triage, drafts in your executive's voice, meeting briefs, itineraries, and minutes: AI handles the first pass on all of it. The catch is confidentiality, and this page takes it seriously.
- AI for Grant WritersUse AI to speed up prospect research, requirement tracking, first drafts, and self-review, while making sure every claim in the proposal is true, sourced, and allowed under the funder's AI rules.
- AI for Nonprofit ProfessionalsSmall teams, big missions, endless writing. AI takes the first draft of grants, appeals, reports, and memos off your plate so the humans can spend their time with donors and the people you serve.
- AI for Project ManagersAI cannot run your project, but it can draft the status report, turn a messy meeting into an action list, and pressure-test your risk register in minutes. Here is how project managers use it without losing the plot.
- AI for Property ManagersProperty management is tenant emails, work orders, leases, vendor bids and owner statements, all day. AI drafts and digests those well. Here is how to use it, and where fair-housing law and tenant privacy mean the answer is no.
- AI for Small Business OwnersAI answers the one-star review calmly, drafts the month of posts, turns your voice memo into an SOP, and preps the questions for your CPA. You still make the calls, sign the checks, and own what goes out under your name.
Creative & Content
- AI for ArchitectsArchitects spend as much time writing as drawing: code studies, narratives, specs, RFIs, minutes, proposals. AI takes a real share of that. Here is how to use it, and why the stamped set and every code decision remain yours.
- AI for Content WritersAI can research, outline, draft, and edit alongside you. The writers who thrive with it use it to reach the interesting part faster, keep their own voice, and are straight with clients about how they work.
- AI for Graphic DesignersGenerative tools now live inside Photoshop, Illustrator, Canva, and Figma. Here is how working designers use them for exploration and production grunt work, and how to answer the client who asks who owns the result.
- AI for JournalistsAI is a fast, tireless research assistant that will lie to you with a straight face. Used for transcription, document analysis, and data work, with verification built in, it gives you back hours for reporting. Used as a source, it will end your career.
- AI for TranslatorsMachine translation got good enough that clients ask why they should pay you. The answer is judgment: terminology, register, legal and medical stakes, certification, and knowing when fluent output is wrong. Here is where AI fits in a translator's or interpreter's week, and where it cannot go.
- AI for UX DesignersAssistants synthesize interviews, draft flows and microcopy, and turn a prompt into a clickable prototype. They also generate interfaces that fail accessibility checks and 'users' who never existed, so research and judgment stay yours.
- AI for Video EditorsAI now does the parts of editing that were pure labor: transcription, rough selects, audio cleanup, captions, and reframing for every platform. The editors doing well with it spend the saved hours on story, and know exactly where the consent and disclosure rules sit.
Customer & Service
- AI for Account ManagersAccount management is relationships plus paperwork: plans, proposals, renewals, follow-ups and CRM hygiene. AI does the paperwork well and preps you for the relationship part. Here is how to use it without leaking pricing or promising something you did not mean.
- AI for Customer Service RepsLet AI draft the reply, find the policy, and summarize the thread so you can spend your energy on the customer in front of you. Here is what to hand off, what to check, and what never goes into a chat tool.
- AI for Customer Success ManagersA CSM's calendar is calls, and the work between them is writing: follow-ups, success plans, QBR decks, renewal notes. AI takes the writing and the first pass at the usage data. Here is how to use it, and which customer data must stay inside your CRM.
- AI for Retail ManagersStore managers have no desk time, which is why AI matters: the recap, the schedule draft, the review reply and the new-hire guide can all be done from your phone in the back room. Here is how, and what never goes into a chat tool.
Education
- AI for ProfessorsUse AI to take the drafting, summarizing, and course-building hours off your week without putting student records, unpublished research, or a fabricated citation into anything with your name on it.
- AI for School AdministratorsUse AI to get communications, policy drafts, data digests, and board prep off your desk faster, while keeping student and staff records inside the tools your district has approved.
- AI for TeachersUse AI to cut the planning, differentiating, and paperwork hours that eat your evenings, while keeping student data out of tools your district has not approved.
Finance & Accounting
- AI for AccountantsAI drafts the flux commentary, writes the XLOOKUP, explains the K-1 to your client in plain English, and reads the 40-page lease for you. You still own the numbers, the judgment, and the signature.
- AI for AuditorsAI drafts the planning memo, writes the journal-entry test script, pulls every exception and user control out of a 200-page SOC 1 report, and turns your rough finding into condition, criteria, cause, and effect. Evidence, skepticism, and the conclusion in the workpaper are still yours.
- AI for BookkeepersAI writes the collections email, drafts the categorization rules, builds the month-end checklist, and explains the P&L to an owner who has never read one. You still decide what the transaction actually was and whether the books are ready to close.
- AI for Financial AdvisorsAI drafts the meeting brief from your notes, turns a 45-minute review into a follow-up letter, and rewrites your explanation of sequence-of-returns risk for a client who hates charts. The recommendation, the best-interest judgment, and the compliance file stay with you.
- AI for Financial AnalystsAI writes the first pass of your variance commentary, audits your model for hard-codes and sign errors, and turns a 10-K into a table with page references. You decide what the numbers mean and what to tell the CFO.
- AI for Loan OfficersAI drafts the conditions email, answers your Selling Guide question with a page reference, writes the realtor update, and explains the Loan Estimate to a first-time buyer in plain English. Pricing, the credit decision, and every adverse-action reason still come from your systems and your judgment.
- AI for Tax PreparersAI drafts the organizer letter, the CP2000 explanation, and the note about why the refund shrank, and it reads a 900-page bill so you can ask it questions. Every threshold, date, and citation still gets checked against this year's source before it touches a return.
Healthcare
- AI for DentistsYou run a clinic and a small business at the same time, and AI helps most with the second job: the narratives, the letters, the reviews, the SOPs. Diagnosis, treatment planning, and the prescription pad stay with you.
- AI for Healthcare AdministratorsAdministrators drown in documents: policies, payer correspondence, board decks, survey prep, budget narratives. AI drafts and summarizes all of it, if you keep PHI inside covered systems and set the rules for your organization before someone else sets them for you.
- AI for Medical Coders and BillersAI can read a note faster than you can, and it will also cheerfully assign a code that was deleted two years ago. Used well, it speeds up the reading, the denial letters, and the research; the code selection and the compliance stay yours.
- AI for NursesAI can take the writing, summarizing, and studying load off your shift without ever touching a patient record, as long as you know where the HIPAA line is and stay on the right side of it.
- AI for PharmacistsPharmacy has a writing problem hiding inside a verification problem. AI can take the first draft of nearly everything you write, as long as the drug reference, the PDMP, and your own judgment stay in charge of every decision.
- AI for Physical TherapistsYour evaluation, your plan of care, your clinical reasoning: none of that moves. What AI takes off your plate is the structure and the typing, so documentation stops eating your lunch break and your evenings.
- AI for PhysiciansThe documentation and inbox load that follows you home is where AI pays off first. It drafts; you decide, verify, and sign, and nothing with PHI leaves the systems your organization has covered under a Business Associate Agreement.
- AI for VeterinariansVeterinary medicine runs on communication, and that is what AI is good at: discharge instructions, the estimate conversation, the referral letter, the grieving client. Diagnosis, dosing, and the prescription stay with the veterinarian who holds the VCPR.
Hospitality & Retail
- AI for Hotel ManagersUse AI to get guest correspondence, review responses, SOPs, staffing drafts, and owner reports done faster, while guest data stays in your PMS and fire, life safety, and labor decisions stay with the people accountable for them.
- AI for Restaurant ManagersUse AI to get scheduling, training, review responses, and food-cost math done before service, while food safety, fire safety, and wage-and-hour decisions stay with you and the actual rulebook.
Legal
- AI for LawyersAI drafts, summarizes, and finds a starting point faster than any associate, and it will hand you a fabricated case with a straight face. Here is how to get the speed without the sanctions or the privilege problem.
- AI for ParalegalsParalegals live in documents, deadlines, and details. AI can summarize, organize, and draft at speed, as long as client material stays inside firm-approved tools and every citation gets checked in Westlaw or Lexis before anyone relies on it.
Marketing & Sales
- AI for Ecommerce ManagersYou run a catalog, a marketing calendar, a support queue, and a P&L, often with a team that is too small. AI can write listings from spec sheets, mine thousands of reviews, draft support replies, and forecast demand. It will also invent a product feature or a five-star review if you let it, and both are now expensive.
- AI for Insurance AgentsAI explains replacement cost versus actual cash value to a client in two paragraphs, drafts the rate-increase email you dread, and builds a quote comparison from three dec pages. The advice, the license, and the E&O exposure stay yours.
- AI for MarketersDraft campaigns faster, mine customer feedback for messaging, and turn reporting into a ten-minute job, without drifting off-brand or into a CAN-SPAM problem.
- AI for PR ProfessionalsAI can profile a reporter from their last twenty stories, draft the pitch, turn a call into a briefing doc, and pull a coverage report in minutes. It cannot know who is real, what your client actually said, or what the FTC now counts as a fake testimonial. Those stay your job.
- AI for Real Estate AgentsAI writes the listing description, summarizes the 60-page inspection report by severity, drafts the follow-up sequence, and turns your MLS stats into a neighborhood update. Fair housing, the contract, and the client are still on you.
- AI for Sales ProfessionalsSpend your hours in conversations instead of research tabs and CRM fields. Here is how sellers use AI for prep, follow-up, and proposals, and where the legal lines are on outreach and recording.
- AI for SEO SpecialistsSearch is being answered in place by AI Overviews and AI Mode, and the tools you use to compete are the same models. AI can cluster keywords, classify intent, write briefs, and generate schema in minutes. It cannot know search volume, guarantee rankings, or tell you what Google will penalize next.
- AI for Social Media ManagersFeed the AI your voice guide and your best posts and it will draft a month of captions, cut a webinar into clips, and summarize what your audience is saying. You still decide what ships, and you still own the labels and the DMs.
Operations & Logistics
- AI for Logistics ProfessionalsFreight runs on emails, spreadsheets and exceptions, which is exactly what AI is good at. Here is how brokers, shippers, dispatchers and warehouse leads use it for quoting, claims, tracking updates and invoice audits without trusting it with a rate or a class.
- AI for Operations ManagersOperations managers live in SOPs, incident reports, staffing plans and spreadsheets, which is the material AI handles best. Here is how to use it to get your week back, and where the line is for safety and people decisions.
- AI for Procurement ManagersProcurement runs on documents: RFPs, bid tabs, contracts, spend reports and supplier emails. AI drafts and digests all of them well. Here is how to use it without leaking supplier pricing or letting a model make an award decision.
- AI for Warehouse ManagersUse AI for the writing, analysis, and planning that piles up between floor walks, while forklift, racking, and other safety decisions stay with the people qualified to make them.
People & HR
- AI for HR ProfessionalsFirst drafts of policies, announcements, and survey analysis in minutes, with employee data and employment decisions kept where the law and your judgment say they belong.
- AI for RecruitersAI takes the typing out of recruiting: job posts, search strings, outreach, and interview guides in minutes. The judgment call is still yours, and the law increasingly says so.
Technology & Data
- AI for Business AnalystsChat assistants turn stakeholder interviews into requirements, user stories, and process maps in minutes. Your job becomes checking that what they wrote is what the business actually said.
- AI for Cybersecurity AnalystsAssistants explain alerts, write the KQL or SPL you need, and draft the incident report while the details are fresh. They also invent CVEs and follow instructions hidden in the logs they read, so verification is the job.
- AI for Data AnalystsAI writes the SQL, the pandas, the DAX, and the sentences around the chart. It cannot know your data, so your job shifts to the right question, the checked join, and keeping regulated data out of the wrong tool.
- AI for DevOps EngineersCoding agents now write Terraform, Helm charts, CI pipelines, and the Bash you would rather not, and chat assistants read a 3 a.m. incident faster than you can. Every generated line touches production, so plan output, review, and blast radius come first.
- AI for EngineersAI is a fast junior for mechanical, civil, electrical, and industrial engineers: it drafts calcs, reports, scripts, and checklists, and must be checked on every number. Nothing it produces is a deliverable until an engineer has verified it.
- AI for IT Support SpecialistsChat assistants explain error codes, draft the PowerShell you would otherwise search for, and write the ticket reply in the user's language. They also confidently suggest commands that can wipe a machine, so read before you run.
- AI for Product ManagersAI turns forty interview transcripts into themes, a rough idea into a PRD draft, and a napkin sketch into a clickable prototype, and it will also confidently invent a customer need that does not exist. Here is how product managers get the first without the second.
- AI for Software DevelopersCoding assistants write, refactor, test, and explain code, and agentic tools run the whole loop. Treat every generated line as a pull request from a fast, overconfident junior: useful, never merged unread.
- AI for Technical WritersAssistants draft reference docs from code, turn engineer notes into procedures, and keep a docs-as-code repo tidy through a coding agent. They also invent flags and parameters that do not exist, so verification against the running product is the job.
How each playbook is built
- Quick wins. Things you can do this week with a chat assistant and no setup.
- Task by task. What to give the AI, what to ask for, and what to check before you use the result.
- Prompts you can copy. Written for the role, with placeholders for your details.
- Skills, tools, and cautions. What to learn next, what to pay for, and what never to paste.
- A 30-day plan. Because the habit matters more than the tool.
Frequently asked questions
What is Job Skills with AI?
Job Skills with AI (jobskillswithai.com) is the part of GetMoreFromAI that covers AI for specific jobs. Each playbook is written for the real work of one role: the tasks, the prompts, the tools, the compliance cautions, and a 30-day plan.
Is this content free?
Yes. Every role playbook, prompt, and guide on the site is free and requires no account. The optional AI at Work course is paid and goes deeper with exercises and quizzes.
My job is not listed. What should I do?
Start with the closest role, then use the Prompt Builder to adapt the prompts to your work. New roles are added regularly; the newsletter announces them.
Will AI replace my job?
For most professional roles the near-term change is in tasks, not whole jobs: drafting, summarizing, first-pass analysis, and routine communication get faster. The people who learn to direct and check AI well tend to become more valuable, not less.