01 / 09
Accounting & office
Checking an invoice
Accounting support clerk
Global / multi-countrySources: 2024–2026
This task involves comparing key invoice details with recorded information.
Comparing fieldsFinding exceptions
Explore this task CAREERS IN THE AGE OF AI
Don't predict the future.
Start understanding change.
A career is more than a single task. Explore what could change, discover skills you can develop, and find a first step for learning.
No tests. No personal scores. No job guarantees.
Not one future, but new paths for learning.
01 — 02 — 03
AN INDEPENDENT GUIDE INFORMED BY PRIMARY SOURCES
Source organizations do not endorse or sponsor this project.AI exposure does not mean job loss.
We look at tasks, not predictions that a whole career will disappear or remain safe.
EXPLORE CAREERS THROUGH THEIR TASKS
Start with a task.
What could change, which responsibilities remain human, and what can you learn? Take a closer look with sourced cards.
9 cards shownLearning scenario
02 / 09
Accounting & office
Preparing an accounting report
Accounting reporting clerk
Global / multi-countrySources: 2024–2026
This task involves turning period data into an understandable accounting report.
Summarizing dataInterpreting changes
Explore this task 03 / 09
Accounting & office
Coordinating office workflows
Accounting office coordination clerk
Global / multi-countrySources: 2024–2026
This task involves organizing requests, documents, and follow-up steps in an accounting office.
PrioritizingBuilding a tracking table
Explore this task 04 / 09
Software & data
Test a code change safely
Software test specialist
Global / multi-countrySources: 2024–2026
This learning scenario explores how a software test specialist checks a code change with synthetic data and records findings clearly.
defining edge casesreading test results
Explore this task 05 / 09
Software & data
Turn data into meaningful findings
Data analyst
Global / multi-countrySources: 2024–2026
This learning scenario explores how a data analyst cleans and interprets a synthetic table to produce findings that are clear enough to inform a decision.
cleaning dataquestioning patterns
Explore this task 06 / 09
Software & data
Resolve a technical issue safely
Technical support specialist
Global / multi-countrySources: 2024–2026
This learning scenario explores how a technical support specialist diagnoses a synthetic user issue and proposes a safe, understandable path to resolution.
diagnosing issuescommunicating safely
Explore this task 07 / 09
Communication & design
Turn a fictional brief into clear content
Content editor
Global / multi-countrySources: 2024–2026
A content editor turns an idea into clear, reliable copy suited to its audience.
Clear writingSource checking
Explore this task 08 / 09
Communication & design
Design an accessible visual from a fictional brief
Visual designer
Global / multi-countrySources: 2024–2026
A visual designer turns a message into an understandable visual product through colour, typography and layout.
Visual hierarchyAccessibility thinking
Explore this task 09 / 09
Communication & design
Design a safe reply to a fictional customer question
Customer communications specialist
Global / multi-countrySources: 2024–2026
A customer communications specialist understands questions and prepares clear, respectful, solution-focused replies.
Active listeningClear, empathetic writing
Explore this task No cards match this search.
FROM AN ANXIOUS HEADLINE TO A SMALL STEP
Turn information into a learning step.
Choose a card. Break a task down. Try it with a safe example.
Browse learning paths01
Understand the task
Look at a small piece of real work before the career label.
02
Choose a skill
Focus on skills you can carry into other fields, not just one tool.
03
Try an example
Use fictional data. Check the result and explain what you learned in your own words.
Read our method and limits
Not a Türkiye-specific employment forecast. These are not official institutional translations. If there is a discrepancy, the original source publication prevails.