The New Jobs AI Is Creating

  AI changes work in both directions: some tasks shrink while new responsibilities appear around building, integrating, evaluating and governing AI systems. The difficult part is separating a durable role from a temporary title. You will investigate real job postings and create an evidence-based profile of one emerging AI-era career. By the end of this […]

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The New Jobs AI Is Creating

Your Mission
Investigate the new jobs AI is actually creating and decide which roles look substantial rather than fashionable.
You will separate new work from new labels, analyse employer need, compare current job postings and evaluate whether one role looks durable.
The Shape of This Challenge
Discover
✏️ ️ Notice & question
Explore
️ Investigate & test
Create
✏️ Make & communicate
Reflect
️ Think & apply

Discover

Start by looking beneath job titles at the problem organisations are hiring people to solve.
Step 1

New Role or New Label?

️ Sort + question · 8–10 mins
We are learning to distinguish genuinely new work from an old role with AI added to the title.

Some AI-era titles describe new responsibilities; others are rebrands or temporary labels.

Your Task
  1. Review six example job titles involving AI.
  2. For each, ask whether the underlying responsibilities existed before current generative AI.
  3. Sort them into genuinely new, substantially changed or mostly renamed.
  4. Write one criterion that helps tell the difference.
I can distinguish genuinely new AI-era work from renamed or changed existing roles.
→ This gives you a sharper filter for career research.
ResearchCritical ThinkingCareers
Step 2

What Problem Does the Role Solve?

✏️ Role anatomy · 8–10 mins
We are learning to analyse why an organisation would hire someone into an emerging AI role.

A job exists because an organisation needs an outcome: better models, safer deployment, useful workflows, evaluation, training, sales, governance or something else.

Your Task
  1. Choose three emerging AI-related roles.
  2. For each, write the organisational problem it solves.
  3. List one technical skill, one human/organisational skill and one output the role may produce.
  4. Choose the role whose value is clearest.
I can explain an emerging role through the organisational need it addresses.
→ This prepares you to investigate real job postings rather than titles alone.
ResearchCommunicationEntrepreneurship

Explore

Use current postings and test whether the role has reasons to persist.
Step 3

Read the Job Market, Not the Hype

Choose your route · 12–18 mins
We are learning to use current job postings to understand what employers are actually asking for.

Job postings reveal responsibilities and skill combinations that trend articles often miss.

Your Task
  1. Choose one emerging AI-related role.
  2. Complete one research route.
  3. Record recurring responsibilities, skills, experience and salary/location information where available.
  4. Note whether employers use several different titles for similar work.
⚡ Quick Track

Compare three current job postings for the same or closely related role. Identify the three responsibilities and three skills that recur most often.

Dig Deeper

Compare five postings across different organisations or sectors. Track title variation, seniority, salary where available and whether the role appears specialist or increasingly embedded in broader jobs.

I can build a realistic role profile from current employer evidence.
→ This becomes the evidence base for your final career profile.
ResearchInformation EvaluationCareers
Step 4

Durable Role or Temporary Bubble?

️ Futures test · 10–12 mins
We are learning to evaluate whether an emerging AI job is likely to persist as a distinct role.

A role can be valuable today and still disappear as its tasks become normal parts of other jobs.

Your Task
  1. Score the role 1–5 for persistent organisational need, specialist knowledge, regulation/accountability, hard-to-embed tasks and current hiring evidence.
  2. Identify one reason the role could become more important.
  3. Identify one reason it could be absorbed into other jobs.
  4. Give a cautious durability judgement.
I can evaluate an emerging role without treating current demand as proof of permanence.
→ This makes your final career profile realistic rather than promotional.
Critical ThinkingResearchCareers

Create & Share

Create an honest emerging-career profile grounded in real hiring evidence.
Step 5

Create an Emerging AI Career Profile

✏️ Analyse · Create · 25–35 mins
We are learning to communicate what an emerging role really involves and who it may suit.

Your profile should describe actual responsibilities, entry routes and uncertainty — not sell the role as guaranteed future success.

Your Task
  1. Use evidence from at least three current job postings.
  2. Explain the organisational problem the role solves.
  3. Include recurring skills and a realistic entry route.
  4. Give a durability judgement with one risk.
  5. Choose one output below.
Emerging Career Profile
1 page · 300–350 words
⏱ 25–30 mins

Explain the role, real employer requirements, entry route and durability judgement.

New AI Job Briefing
4 slides · maximum 30 words per slide
⏱ 30–35 mins

Show why the role exists, what people do, skills/entry and future uncertainty.

Is This a Real Future Job?
90 seconds final runtime
⏱ 30–35 mins

Evaluate one emerging AI job using current postings rather than trend headlines.

I can create an evidence-based career profile for one emerging AI-era role.
→ This is your finished mission output.
ResearchCommunicationCritical Thinking
Step 6

Reflect, Apply, Look Forward

️ Think or discuss · 5–8 mins
We are learning to reflect on how emerging roles reveal wider changes in work.

The next challenge turns all this evidence toward your own career: what should you build when specific job titles may keep changing?

Your Task
  1. Answer the prompts.
  2. Name one skill that appeared across several postings.
  3. Write one low-cost way to test whether this kind of work interests you.
Reflect

Which responsibility appeared more often than you expected?

Apply

What small project could help you test whether you enjoy this kind of work?

Look Forward

Which emerging AI role do you think will become a normal responsibility inside many other jobs?

I can identify transferable signals from emerging jobs rather than chasing titles alone.
→ You are ready to build a personal AI-resilient career plan.
ReflectionResearchSelf-Management
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TOOLKIT

Choose Your Tools

Use current sources where possible. AI and labour-market evidence changes quickly, so record publication dates and distinguish forecasts from observed data.

Job search

Use current public job postings, employer career pages and credible labour-market sources. Do not rely only on ‘jobs of the future’ listicles.

Compare

Record recurring responsibilities, entry requirements, salary where available, and whether the role title itself is stable or changing.

Create

Use a career profile, 4-slide briefing or 90-second role explainer.

Educator / Parent Notes

Age, Stage and Prior Learning: Designed for S4–S6 and adults. Current job postings are the preferred evidence source because emerging titles change quickly.
Before You Start: Avoid requiring learners to create accounts on job sites. Public employer career pages or teacher-provided posting extracts are sufficient.
How to Open This: Show three strange-sounding AI job titles and ask: “Which of these describes genuinely new work, and how could we tell?”
Scheduling: Steps 1–4 need 40–50 minutes. Step 5 needs 25–35 minutes.
If a Pupil Gets Stuck: Provide three job postings for one role and a comparison table for responsibilities, skills and entry requirements.
For Fast Finishers: Ask learners to track role-title variation or compare an emerging specialist role with a mainstream job that is absorbing the same responsibilities.
Marking Guidance: Look for current employer evidence, role/task analysis, realistic entry pathways and a durability judgement that allows for titles and responsibilities to change.

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