Product graders and testers (excluding foods and beverages)
AI can help with a few sub-tasks (emails, paperwork), but the core of the job doesn't change.
Exposure is not job loss: it shows how much of the work generative AI could do today. Whether that turns into transformation, productivity gains or cuts depends on employers, regulation — and on you.
0 = today’s generative AI cannot perform any of the job’s tasks, 100 = it could do all of them fully. The pale band is the spread across tasks.
Work out your own score ↓What can you do?
The AI analysis for this occupation is still being prepared — the background process covers a few occupations every day.
Task by task
The ILO scored every task of the occupation separately, as the average of two AI models (GPT-4o and Gemini). The pale band is the range between the two models' scores, the dot the ILO's final score (for a few tasks expert review placed it outside the band).
- Analysing test data and making computations as necessary to determine test results.56
- Recording inspection or test data, such as weights, temperatures, grades or moisture content, and quantities inspected or graded37
- Analysing and interpreting blueprints, data, manuals, and other materials to determine specifications, inspection and testing procedures32
- Marking items with details such as grade and acceptance or rejection status32
- Discarding or rejecting products, materials and equipment not meeting specifications28
- Notifying supervisors and other personnel of production problems, and assisting in identifying and correcting these problems28
- Inspecting and testing products, parts and materials for conformity with specifications and standards27
- Measuring dimensions of products using instruments such as rulers, callipers, gauges, or micrometers24
- Grading and classifying natural textile fibres for spinning and winding16
How much does it affect you?
Every job is different: mark which of these tasks you do and how much, and we'll compute your own, time-weighted score.
For each task: I don't do it · sometimes · most of my job.
- Analysing test data and making computations as necessary to determine test results.(56)
- Recording inspection or test data, such as weights, temperatures, grades or moisture content, and quantities inspected or graded(37)
- Analysing and interpreting blueprints, data, manuals, and other materials to determine specifications, inspection and testing procedures(32)
- Marking items with details such as grade and acceptance or rejection status(32)
- Discarding or rejecting products, materials and equipment not meeting specifications(28)
- Notifying supervisors and other personnel of production problems, and assisting in identifying and correcting these problems(28)
- Inspecting and testing products, parts and materials for conformity with specifications and standards(27)
- Measuring dimensions of products using instruments such as rulers, callipers, gauges, or micrometers(24)
- Grading and classifying natural textile fibres for spinning and winding(16)
You are exactly at the occupation average. (The occupation's score: 31.)
About 11% of your working time goes to highly exposed tasks (score ≥ 50).
- • Analysing test data and making computations as necessary to determine test results.
- • Recording inspection or test data, such as weights, temperatures, grades or moisture content, and quantities inspected or graded
- • Grading and classifying natural textile fibres for spinning and winding
- • Measuring dimensions of products using instruments such as rulers, callipers, gauges, or micrometers
An estimate from the ILO task scores. Everything is computed in your browser — nothing is sent or stored.
How many people work in this occupational group?
Share of the Food processing, wood working, garment and other craft and related trades workers group in total employment, by country (Eurostat, ISCO 2-digit — 4-digit breakdowns are not public by country).
Table view
| Country | Food processing, wood working, garment and other craft and related trades workers |
|---|---|
| Romania | 3.2% · 250 thousand · 2025 |
| Portugal | 2.9% · 150 thousand · 2025 |
| Latvia | 2.8% · 25 thousand · 2025 |
| Poland | 2.8% · 488 thousand · 2025 |
| Lithuania | 2.8% · 41 thousand · 2025 |
| Bulgaria | 2.7% · 80 thousand · 2025 |
| Slovakia | 2.6% · 69 thousand · 2025 |
| Slovenia | 2.5% · 25 thousand · 2025 |
| Italy | 2.5% · 590 thousand · 2025 |
| Hungary | 2.3% · 109 thousand · 2025 |
| Czechia | 2.1% · 112 thousand · 2025 |
| Greece | 1.9% · 82 thousand · 2025 |
| Estonia | 1.8% · 13 thousand · 2025 |
| Croatia | 1.7% · 30 thousand · 2025 |
| Ireland | 1.7% · 48 thousand · 2025 |
| Malta | 1.7% · 6 thousand · 2025 |
| France | 1.6% · 458 thousand · 2025 |
| Spain | 1.5% · 343 thousand · 2025 |
| Germany | 1.5% · 636 thousand · 2025 |
| Austria | 1.5% · 66 thousand · 2025 |
| Belgium | 1.2% · 60 thousand · 2025 |
| Iceland | 1.2% · 3 thousand · 2025 |
| Switzerland | 1.1% · 54 thousand · 2025 |
| Cyprus | 1.0% · 5 thousand · 2025 |
| Netherlands | 0.8% · 78 thousand · 2025 |
| Finland | 0.8% · 21 thousand · 2025 |
| United Kingdom | 0.6% · 211 thousand · 2025 |
| Denmark | 0.5% · 16 thousand · 2025 |
| Sweden | 0.5% · 25 thousand · 2025 |
| Norway | 0.4% · 12 thousand · 2025 |
What do they earn?
Mean gross monthly earnings in the major occupational group (Craft and related trades workers). Eurostat's earnings survey only publishes pay by occupation at 1 digit, so this is the job's broader group. Enterprises with 10+ employees, 2022.
By country, at purchasing power parity (PPS/month), so countries with different price levels can be compared.
- Switzerland4,098
- Iceland3,826
- Denmark3,666
- Norway3,260
- Belgium2,979
- Germany2,859
- Luxembourg2,760
- Sweden2,733
- Netherlands2,717
- Austria2,715
- Finland2,711
- EU272,364
- Italy2,314
- Ireland2,200
- Spain2,124
- France2,122
- Malta2,032
- Slovenia2,012
- Lithuania2,008
- Greece1,799
- Estonia1,795
- Poland1,787
- Czechia1,781
- Cyprus1,751
- Romania1,734
- Hungary1,684
- Latvia1,680
- Slovakia1,672
- Croatia1,505
- Portugal1,285
- Bulgaria1,217
Source: Eurostat Structure of Earnings Survey (earn_ses22_21), every four years. The United Kingdom is not covered by the survey.
Outlook to 2035
Employment in the Food processing, wood working, garment and other craft and related trades workers group according to Cedefop's 2026 forecast.
thousand · Cedefop Skills Forecast 2026 · 2026–2035: projection
Replacement demand is the jobs left by people retiring or changing careers — even a shrinking occupation can have many openings.
Related occupations
Sources: ILO WP140 (2025) · Eurostat lfsa_egai2d · Cedefop Skills Forecast 2026 · WEF Future of Jobs 2025 · ESCO. The exposure score measures how much of an occupation's tasks generative AI could perform — not whether the job disappears. For information only, not career advice. How do we calculate this?