---
title: "Will AI Replace Food Batchmakers? (2026)"
description: "BLS rates food batchmakers' exposure to AI as moderate. What that means, which parts of the work AI touches, and the 2025–2035 outlook (+6.5% projected)."
canonical: "https://nuecareer.com/careers/will-ai-replace-food-batchmakers"
last-updated: "2026-10-15T08:19:32.066Z"
---

# Will AI Replace Food Batchmakers? (2026)

**Short answer:** Unlikely. BLS rates the work's exposure to AI as moderate, below the middle of the pack, and still projects employment to grow faster than average.

The Bureau of Labor Statistics places food batchmakers in its moderate AI exposure category, below the middle of the pack: some of the work overlaps with what AI can do, much of it does not. BLS projects employment to change by +6.5% over 2025–2035, against 3.5% for all occupations, with about 23,100 openings a year.

| Measure | Value | Source |
| --- | --- | --- |
| BLS relative AI exposure | Moderate | BLS Employment Projections, AI exposure categories |
| NueCareer AI-resilience score | 42/100 | NueCareer analysis of O\*NET 31.0 Database |
| Projected employment change | +6.5% | BLS EP 2025–2035 |
| Openings a year | 23,100 | BLS EP 2025–2035 |
| Median annual wage | $42,290 | BLS OEWS May 2025 |

## Exposure categories

| BLS category | Occupations |
| --- | --- |
| Low | 203 |
| Moderate (this job) | 194 |
| High | 190 |
| Very high | 199 |

Exposure means AI could be or has been used to assist with or complete some of the work. BLS says it does not imply job loss, productivity gains, automation probability or wage effects. Method: https://www.bls.gov/emp/publications/ai-exposure-categories.htm

## What holds up

- Face-to-face discussions: 4.6/5 (O\*NET work context)
- Performing general physical activities: 3.7/5 (O\*NET work activity importance)
- Handling and moving objects: 3.9/5 (O\*NET work activity importance)
- Inspecting equipment, structures, or materials: 4.2/5 (O\*NET work activity importance)

## What AI reaches first

- Documenting/recording information: 4.3/5 (O\*NET work activity importance)
- Repeating the same tasks: 4.1/5 (O\*NET work context)
- Processing information: 3.6/5 (O\*NET work activity importance)
- Repetitive motions: 3.9/5 (O\*NET work context)

## O\*NET tasks

- Set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.
- Follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.
- Clean and sterilize vats and factory processing areas.
- Record production and test data for each food product batch, such as the ingredients used, temperature, test results, and time cycle.
- Observe and listen to equipment to detect possible malfunctions, such as leaks or plugging, and report malfunctions or undesirable tastes to supervisors.
- Observe gauges and thermometers to determine if the mixing chamber temperature is within specified limits, and turn valves to control the temperature.

## Related careers less exposed to AI than food batchmakers

- [Mixing and Blending Machine Setter, Operator, and Tender](https://nuecareer.com/careers/mixing-and-blending-machine-setter-operator-and-tender): BLS exposure Low, median $48,990
- [Cooling and Freezing Equipment Operator and Tender](https://nuecareer.com/careers/cooling-and-freezing-equipment-operator-and-tender): BLS exposure Low, median $41,330
- [Cleaning, Washing, and Metal Pickling Equipment Operator and Tender](https://nuecareer.com/careers/cleaning-washing-and-metal-pickling-equipment-operator-and-tender): BLS exposure Low, median $43,530
- [Food and Tobacco Roasting, Baking, and Drying Machine Operator and Tender](https://nuecareer.com/careers/food-and-tobacco-roasting-baking-and-drying-machine-operator-and-tender): BLS exposure Low, median $44,810
- [Grader and Sorter, Agricultural Products](https://nuecareer.com/careers/grader-and-sorter-agricultural-products): BLS exposure Low, median $35,730
- [Extruding, Forming, Pressing, and Compacting Machine Setter, Operator, and Tender](https://nuecareer.com/careers/extruding-forming-pressing-and-compacting-machine-setter-operator-and-tender): BLS exposure Low, median $45,760

## FAQ

**Will AI replace food batchmakers?**

Unlikely. BLS rates the work's exposure to AI as moderate, below the middle of the pack, and still projects employment to grow faster than average. BLS defines exposure as AI being able to assist with or complete some of the work, and says it does not imply job loss, productivity gains or wage effects. BLS projects employment to change by +6.5% over 2025–2035, against 3.5% for all occupations, with about 23,100 openings a year.

**How exposed are food batchmakers to AI?**

BLS sorts 786 occupations into four relative categories: low, moderate, high and very high. Food Batchmakers are in the moderate category, alongside 193 other occupations. The categories combine five public measures of where AI could be or already is used, and they compare occupations with each other rather than giving an absolute risk.

**What parts of a food batchmaker's job can AI do?**

In O\*NET's description of the work, the parts that overlap most with what AI handles well are documenting/recording information, repeating the same tasks and processing information. The parts that hold up best are face-to-face discussions, performing general physical activities and handling and moving objects. These come from O\*NET ratings of how important each activity is to the job, read through NueCareer's AI-resilience method.

**Is being a food batchmaker a safe career from AI?**

On NueCareer's AI-resilience score, built from O\*NET work activities, food batchmakers score 42 out of 100, higher than 45% of the occupations we score. The job pays a median of $42,290 a year (BLS OEWS, May 2025). No job is fully safe from technological change, but the federal exposure category and the projected openings are the two numbers worth weighing.

**What careers similar to food batchmakers are less exposed to AI?**

Mixing and Blending Machine Setter, Operator, and Tender (low exposure, $48,990 median), Cooling and Freezing Equipment Operator and Tender (low exposure, $41,330 median), Cleaning, Washing, and Metal Pickling Equipment Operator and Tender (low exposure, $43,530 median), Food and Tobacco Roasting, Baking, and Drying Machine Operator and Tender (low exposure, $44,810 median). Each is in a lower BLS exposure category than food batchmakers, and most are listed by O\*NET as related to the work.

Full profile: https://nuecareer.com/careers/food-batchmaker.

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This bank includes information from the O\*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/). O\*NET® is a trademark of USDOL/ETA. NueCareer has transformed the data by joining it to BLS wage and projection data and deriving facet, personality-fit and AI-resilience scores. BLS and BEA data are public domain (17 U.S.C. §105).

O\*NET content is used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). How these figures are sourced and derived: https://nuecareer.com/careers/methodology