Food Science Technicians
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 2 of 16 tasks
Maintain records of testing results or other documents as required by state or other governing agencies.
quick to check, an existing check settles it, and a mistake is cheap · 10.2% of the role's time · $73.3M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Analyze test results to classify products or compare results with standard tables.
quick to check, an existing check settles it, and a mistake is cheap · 8.4% of the role's time · $60.6M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Taste or smell foods or beverages to ensure that flavors meet specifications or to select samples with specific characteristics.
physical work, outside the screen · 11.2% of the role's time · $80.5M
Monitor and control temperature of products.
physical work, outside the screen · 9.2% of the role's time · $65.9M
Conduct standardized tests on food, beverages, additives, or preservatives to ensure compliance with standards and regulations regarding factors such as color, texture, or nutrients.
physical work, outside the screen · 8.4% of the role's time · $60.1M
Measure, test, or weigh bottles, cans, or other containers to ensure that hardness, strength, or dimensions meet specifications.
physical work, outside the screen · 8.1% of the role's time · $57.8M
Record or compile test results or prepare graphs, charts, or reports.
reason given most often: no existing check settles it · 6.4% of the role's time · $45.8M · passed by Gemini 3.1 Pro · the models disagreed · waiting on a check
Provide assistance to food scientists or technologists in research and development, production technology, or quality control.
physical work, outside the screen · 6.3% of the role's time · $45.0M
Supervise other food science technicians.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 6.2% of the role's time · $44.2M
Examine chemical or biological samples to identify cell structures or to locate bacteria or extraneous material, using a microscope.
physical work, outside the screen · 5.4% of the role's time · $38.7M
Perform regular maintenance of laboratory equipment by inspecting, calibrating, cleaning, or sterilizing.
physical work, outside the screen · 4.8% of the role's time · $34.6M
Compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.
reason given most often: a failure is too expensive · 4.3% of the role's time · $31.2M · passed by Claude Sonnet · the models disagreed
Prepare or incubate slides with cell cultures.
physical work, outside the screen · 3.8% of the role's time · $27.1M
Mix, blend, or cultivate ingredients to make reagents or to manufacture food or beverage products.
physical work, outside the screen · 3.0% of the role's time · $21.3M
Order supplies needed to maintain inventories in laboratories or in storage facilities of food or beverage processing plants.
reason given most often: nobody can tell quickly whether it worked · 2.9% of the role's time · $20.7M
Train newly hired laboratory personnel.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.4% of the role's time · $10.2M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Dairy Product Manufacturing | 2190 | $116M | $21.7M | $0 |
| Other Food Manufacturing | 1960 | $108M | $20.1M | $0 |
| Beverage Manufacturing | 1460 | $88.2M | $16.5M | $0 |
| Fruit and Vegetable Preserving and Specialty Food Manufacturing | 1550 | $76.7M | $14.3M | $0 |
| Animal Slaughtering and Processing | 1280 | $58.6M | $10.9M | $0 |
| Scientific Research and Development Services | 450 | $37.2M | $7.0M | $0 |
| Management of Companies and Enterprises | 500 | $33.7M | $6.3M | $0 |
| Bakeries and Tortilla Manufacturing | 640 | $33.5M | $6.3M | $0 |
| Colleges, Universities, and Professional Schools | 590 | $31.9M | $5.9M | $0 |
| Grain and Oilseed Milling | 550 | $29.2M | $5.4M | $0 |