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AI Career Toolkit
Find Your Job’s AI Score in 30 Seconds. Then Get a Real Plan.
Check your job’s AI exposure score, learn what AI actually is, and get ready-to-use prompts for your career change, all in one place. No sign-up required to explore.
Start here
What is AI, actually?
AI in plain language
“Artificial intelligence” describes software that can recognize patterns, generate writing or images, or make predictions from data, without a person writing an explicit rule for every case. The kind everyone’s talking about right now, tools like ChatGPT, Google Gemini, Microsoft Copilot, and Claude, is called generative AI: it can hold a conversation, draft writing, and answer questions in plain language.
You’ve already been using it
Spam filters, autocomplete, the “recommended for you” row on YouTube or Instagram, even your bank flagging a strange charge, that’s all AI too, just not the conversational kind. Generative AI feels new mainly because you can now talk to it directly, instead of it quietly working in the background.
Why this matters for your career now
Look at job postings in your field right now: many already mention AI tools somewhere in the requirements, even for roles that have nothing to do with tech. Learning the basics now, on your own terms, puts you ahead, whether you’re staying in your field or changing careers entirely.
Career readiness skills for the AI era
Employers increasingly value people who use AI responsibly and well. These are the skills that show you’re ready, beyond the usual resume basics.
Digital literacy
Comfort using AI platforms, knowing their strengths, and knowing when not to rely on them.
Prompting skills
Writing clear instructions that get you accurate, relevant, professional answers.
Critical thinking
Checking AI output for accuracy, tone, and whether it actually fits what you’re going for.
Ethical awareness
Spotting bias in AI tools, respecting data privacy, and staying honest in your career materials.
Adaptability
Keeping up with new tools and trends, and folding the useful ones into how you work.
Responsible use of AI
AI can speed up your career development. Used carelessly, it can just as easily backfire. Keep these principles in mind.
AI and the future of work
Employers are already folding AI into everyday work, from marketing to data analysis to customer service. Learning to use it responsibly now is a career-readiness skill, not just a job-search trick. AI can draft, summarize, and brainstorm faster than you can alone. It can’t practice a real interview with you, translate your experience into a new field’s language, or tell you honestly when something isn’t landing. That’s what a coach is for.
Will AI replace my job?
Check your job’s AI exposure in 30 seconds
Type your job title to see how exposed your work is to AI, based on published labor research. No email required to see your score.
How this calculator works
Type your job
We match it to one of 800-plus standardized U.S. occupations.
We pull your score
Every occupation carries a fixed exposure score from published labor research, not a guess and not AI-generated.
You get a next step
We show what your score means and the Merit America track that builds durable, in-demand skills.
Scores combine two peer-reviewed studies: the AI Occupational Exposure index (Felten, Raj and Seamans, 2021) for knowledge and office work, and the Oxford computerisation study (Frey and Osborne, 2013) for hands-on and routine work. We report the higher of the two, so a role counts as exposed if either lens flags it. Exposure measures how much AI could change the tasks in a job. It is not a prediction that the job disappears.
What actually moves your score
Your job title is not what gets scored. Your tasks are. AI takes over some kinds of work fast and stumbles on others, so two people with the same title can land in very different places.
The skills that stay in demand
Exposure is not destiny. The people who get ahead pair what they already do with the skills AI cannot replicate.
Human connection
Building trust, reading a room, and handling the moments that need a real person. AI can sound warm, but it does not feel.
Judgment in the gray areas
Making the call when the data runs out. Weighing trade-offs and deciding what actually matters.
Original thinking
Coming up with the new idea, not the average of old ones, and asking the right question in the first place.
Communication that lands
Turning something complicated into something people can act on, and bringing them with you.
Working with AI
Knowing what these tools do well, where they fall short, and when to trust your own read instead.
Skill categories drawn from Harvard Business School Online’s research on human skills in the age of AI and Harvard economist David Deming’s work on the rising value of social skills.
Frequently asked questions
Does a high AI exposure score mean I will lose my job?
Where does this data come from?
Why can’t I find my exact job title?
Do I need to give my email to see my score?
How much do Merit America programs cost?
Prompting guide
How to get good results from AI
The framework, the practices, and the tools. Read this once, then use it every time.
What makes a good prompt
Your results depend less on the AI itself and more on how you frame the ask. A strong prompt usually has three parts.
Context
Give it a persona and background. “I’m a warehouse supervisor applying for a project coordinator role” beats no context at all.
Task
Say exactly what you want done. “Rewrite this bullet point” is clearer than “help with my resume.”
Format
Say how you want it structured. “In 3 bullet points with measurable results” tells it what “done” looks like.
A few more tips that help
Best practices
- Never enter personal identifying details: no full name, address, phone number, or Social Security number. Use “my industry” or “my current role” instead of pasting a resume with your contact info still on it.
- Be specific. “Help me change careers” gets a generic answer. “I’ve spent 6 years as a warehouse supervisor and want to move into project management” gets a useful one.
- Treat it like a conversation, not a vending machine. If the first answer feels generic, ask a follow-up: “Can you make this more specific to my situation?”
- Read everything with a critical eye. AI can be confidently wrong. Use it to draft and brainstorm, not to hand you a final answer you paste and send without checking.
- AI can give you a draft. It can’t sit across from you and tell you if you’re ready. That’s what a Merit America career coach is for. Use these prompts to prepare for that conversation, not replace it.
Getting started, step by step
Not sure where to begin? Start small.
Pick one tool
Try ChatGPT, Copilot, Gemini, or Claude. The free version of any of them is enough to start.
Test a simple prompt
Something like: “Rewrite this resume bullet to sound more professional: [paste it].”
Review the output
Keep what works, change what doesn’t, and fact-check anything specific.
Add your own voice
Personalize the wording so it sounds like you. Don’t just copy and paste.
Compare
Put your original next to the AI-enhanced version and decide what’s actually strongest.
Before you submit anything AI helped write
Run through this checklist on any resume, cover letter, or career document AI touched.
Which AI tool should you use?
Every prompt here works with any of these tools. Use whichever you already have. One rule for all of them: on free plans your conversation can be used to train the AI, so never paste personal details like your full name, address, or a resume with your contact info still on it.
ChatGPT OpenAI
The all-rounder. If you only try one, start here. It’s strong at drafting, brainstorming, and back-and-forth. The free plan gives you its best model for a limited number of messages a day, then drops to a lighter one.
Reach for it: resumes, cover letters, interview practice, and general career questions.
Google Gemini Google
Best if you already use Gmail and Google Docs. Free with a Google account. It’s good at pulling in current information from the web, so it’s handy for researching a field, a salary, or an employer.
Reach for it: researching careers, pay, and companies when you want up-to-date answers.
Microsoft Copilot Microsoft
Best if you use Word, Excel, or Outlook. Free, built into Windows and the Edge browser, often with no separate account. It can work right inside a document, so it’s useful for polishing a resume you already have open.
Reach for it: help inside the Office programs you already use.
Claude Anthropic
Best for writing that needs to sound human and careful. Free tier available. It tends to write in a natural, less generic voice and handles nuance well, though it has tighter daily limits and no live web search on the free plan.
Reach for it: refining the wording of a summary, cover letter, or a tricky email.
Specialized AI tools worth knowing
These go beyond a general chatbot, built for one specific part of the job search. Most have a free tier. None are Merit America products, so use your own judgment on what’s worth paying for.
Google Interview Warmup — free, low-pressure practice with common questions.
Interviewing.io — mock interviews, mostly geared toward technical roles.
CareerFlow — tracks applications and optimizes your LinkedIn profile.
SkillUp’s AI job search tools roundup — a broader list if you want to keep exploring.
Rezi Cover Letter Writer — drafts a first version fast.
Cover Letter CoPilot — another quick-draft option.
Grammarly’s cover letter tool — good for a grammar and tone pass.
AI prompt library
Prompts to help with your career change
Real prompts you can copy and paste into any AI tool. No sign-up required, no experience with AI needed.
What’s a prompt?
A prompt is just the message you type to an AI tool to ask for help. The more specific you are, the better the answer. Every prompt below is written so you can copy it, fill in your own details where you see brackets like [your current job title], and paste it in. Never enter personal identifying details like your full name, address, phone number, or Social Security number.
Keep these prompts
We’ll email you the full library, organized by category, plus one short note a week on using AI in a career change. Unsubscribe any time.
Want structured AI training instead of DIY?
Workplace AI Essentials is a free, 6-week short course that leads to a Google AI Professional Certificate.
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Email me my results
Your score, the tasks AI reaches first in a role like yours, and three things you can do in the next 30 days. No cost, and you can unsubscribe any time.
This score reflects how exposed a job is to AI and automation, drawn from published research. It measures exposure, not a prediction that any job will disappear.
Keep the prompts you’re collecting
We’ll email you the full prompt library, organized by category, so it’s easy to come back to when you need it.