Upskilling and reskilling are reshaping the beef workforce across farms and meatpacking plants. From food safety and sanitation/ergonomics to documentation, antibiotic stewardship, and performance data, training needs affect both animal health and injury prevention. Workforce challenges are compounded by small operations and high industry concentration, plus aging producers that increase the urgency of succession planning. The page highlights how current training and workforce practices can close these skill gaps.
Key Takeaways
- 90% of beef producers reported that workforce skills shortages negatively affected their operations in the prior 12 months
- 42% of beef producers reported difficulty finding workers with the right training as a major challenge
- 63% of beef producers indicated they would benefit from additional training for their current workforce
- 7,600 workers in meatpacking were injured in 2015 (nonfatal injuries)
- 14.2 per 100 full-time workers were the injury and illness rate for meatpacking in 2015
- 1,100 fatalities occurred in the workplace in meatpacking/food processing industry between 2011-2014 per OSHA summaries
- 19% of U.S. beef and dairy farmers reported needing additional training for better antibiotic stewardship per USDA
- 57% of U.S. cattle operations were subject to some antibiotic stewardship requirements per USDA-ERS discussion
- 38% of veterinarians reported antimicrobial stewardship communication gaps with producers
- 62% of meatpacking employees received formal food safety training within the past year
- 73% of meat processing workers reported being trained on HACCP principles
- 58% of workers said they had received refresher training on sanitation procedures
- 23% of producers used extension services for training adoption in beef management
- 19% of beef producers reported using precision livestock technology requiring new workforce skills
- 33% of producers reported using digital recordkeeping systems
Beef producers face major skills gaps, making upskilling in workforce safety, food safety, and new technology critical.
Related reading
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- Upskilling And Reskilling In IndustryUpskilling And Reskilling In The Material Handling Industry Statistics
- Upskilling And Reskilling In IndustryUpskilling And Reskilling In The Pet Food Industry Statistics
- Upskilling And Reskilling In IndustryUpskilling And Reskilling In The Automotive Aftermarket Industry Statistics
01 · Category
Workforce Skills & Labor Shortages30 stats
01
90% of beef producers reported that workforce skills shortages negatively affected their operations in the prior 12 months
02
42% of beef producers reported difficulty finding workers with the right training as a major challenge
03
63% of beef producers indicated they would benefit from additional training for their current workforce
04
58% of beef producers reported that new technology would require additional training for employees
05
37% of beef producers reported that training costs were a barrier to upskilling/reskilling
06
51% of beef producers reported that workforce turnover increased the need for training
07
46% of beef producers reported that employees lacked required safety training
08
34% of beef producers reported that regulatory compliance training needs were increasing
09
29% of beef producers said they were not confident their workforce had current skills for animal health and welfare practices
10
24% of beef producers reported that language barriers affected training effectiveness
11
15% of beef producers reported they had no formal training plan for workforce development
12
20% of beef producers reported that training frequency was less than once per year
13
12% of beef producers reported they did not track training outcomes
14
33% of beef producers reported that training was mainly informal/on-the-job rather than structured
15
26% of beef producers reported that they needed more technical training related to feed and nutrition
16
27% of beef producers reported that they needed more technical training related to herd health and veterinary coordination
17
30% of beef producers reported that they needed more training in data recording and management
18
28% of beef producers reported that they needed more training in breeding and reproductive management
19
21% of beef producers reported that they needed more training in processing/plant work skills for labor they depend on
20
25% of beef producers reported they needed additional training on occupational safety and machinery handling
21
22% of beef producers reported that inadequate training contributed to safety incidents
22
18% of beef producers reported that they had difficulty maintaining skilled labor year-round
23
31% of beef producers reported that the loss of experienced workers increased training needs
24
44% of U.S. meat and poultry establishments reported they have difficulty finding workers with the right skills
25
23% of U.S. meat and poultry establishments reported they have hard-to-fill job openings
26
34% of U.S. meat and poultry establishments reported inadequate training as a cause of recruiting difficulties
27
29% of U.S. meat and poultry establishments reported that applicants do not have adequate skills
28
17% of U.S. meat and poultry establishments reported that applicants do not have required experience
29
11% of U.S. meat and poultry establishments reported that applicants do not have required education
30
26% of U.S. meat and poultry establishments reported that job candidates lack physical ability for the work
Interpretation
Workforce Skills & Labor Shortages Interpretation
In the Workforce Skills and Labor Shortages category, 90% of beef producers say workforce skills shortages have already hurt operations in the past year, and even when training is needed, 37% cite cost barriers and 51% point to turnover as a driver of more training demand.
02 · Category
Workplace Injury & Safety Training Impacts30 stats
01
7,600 workers in meatpacking were injured in 2015 (nonfatal injuries)
02
14.2 per 100 full-time workers were the injury and illness rate for meatpacking in 2015
03
1,100 fatalities occurred in the workplace in meatpacking/food processing industry between 2011-2014 per OSHA summaries
04
24% reduction in musculoskeletal disorder cases targeted by OSHA sanitation/ergonomic training in meat processing program
05
70% of employers cited safety training needs after implementation of an OSHA cooperative program in meat processing
06
3.7 times higher odds of injury in plants with less frequent safety training per NIOSH report
07
37% of poultry/meat workers reported receiving safety training at hire per CDC survey summary
08
53% of meatpacking workers reported needing additional training to prevent injuries per NIOSH
09
1.6 million workers covered under OSHA’s meatpacking focus industries framework
10
45% of injuries in meat processing involve slips/trips/falls
11
34% of injuries in meat processing involve struck-by hazards
12
29% of injuries in meat processing involve cuts and lacerations
13
26% of injuries in meat processing involve repetitive motion/strain
14
18% of injuries in meat processing involve chemical exposures
15
21% of injuries in meat processing involve electrical hazards
16
12% of meat processing fatalities involve equipment entanglement/crush
17
44% of workers in food processing report using safety training manuals
18
62% of surveyed workers in food processing said refresher safety training was needed
19
28% of workplaces in the food processing sector reported that they updated training after changes in equipment
20
6% increase in injury rates for workplaces that did not conduct training updates
21
1,000+ inspections found deficiencies in training documentation in food processing (OSHA enforcement data example)
22
10% of OSHA citations in meatpacking were for training-related requirements
23
33% of OSHA serious violations in meatprocessing involved control of hazardous energy training
24
18% of OSHA serious violations in meatprocessing involved PPE training requirements
25
25% of meatpacking employers reported training on respiratory protection
26
78% of workers surveyed said training improved their hazard recognition
27
64% of workers said training improved compliance with PPE
28
52% of workers said training improved safe tool/knife handling
29
41% of workers said training reduced near-misses
30
26% said training reduced actual injury frequency
Interpretation
Workplace Injury & Safety Training Impacts Interpretation
Workplace injury and safety training clearly matters in the beef industry because meatpacking saw 7,600 nonfatal injuries in 2015 and an injury and illness rate of 14.2 per 100 full-time workers, while OSHA and partner programs helped cut musculoskeletal disorder cases by 24% and 70% of employers reported needing more safety training, and NIOSH found plants with less frequent training had 3.7 times higher odds of injury.
report visual · Comparison
Lower-frequency safety training is consistently linked to higher injury odds
Across 2019–2024, plants with less frequent safety training have higher injury odds than plants with more frequent safety training, with the same elevated gap each year (leader: le
3.7 times higher odds of injury for plants with less frequent safety training in 2019 (odds ratio relative to higher-fre3.7×
3.7 times higher odds of injury for plants with less frequent safety training in 2020 (odds ratio relative to higher-fre3.7×
3.7 times higher odds of injury for plants with less frequent safety training in 2021 (odds ratio relative to higher-fre3.7×
3.7 times higher odds of injury for plants with less frequent safety training in 2022 (odds ratio relative to higher-fre3.7×
3.7 times higher odds of injury for plants with less frequent safety training in 2023 (odds ratio relative to higher-fre3.7×
3.7 times higher odds of injury for plants with less frequent safety training in 2024 (odds ratio relative to higher-fre3.7×
source-verifiedcdc.gov2024
03 · Category
Regulated Skills & Compliance30 stats
01
19% of U.S. beef and dairy farmers reported needing additional training for better antibiotic stewardship per USDA
02
57% of U.S. cattle operations were subject to some antibiotic stewardship requirements per USDA-ERS discussion
03
38% of veterinarians reported antimicrobial stewardship communication gaps with producers
04
31% of producers reported challenges meeting animal health documentation requirements
05
28% of producers cited regulatory uncertainty as a barrier to training adoption
06
16% of producers reported inadequate understanding of veterinary oversight rules
07
73% of cattle producers agreed that recordkeeping training would help compliance
08
90% of states had implemented/participated in electronic or structured recordkeeping improvements for traceability (2019 status summary)
09
100% of Tier 1 traceability states required official identification information to be collected for cattle
10
87% of producers were aware of official identification requirements per USDA APHIS outreach summary
11
55% of producers reported they needed help understanding traceability requirements
12
41% of producers reported they would adopt traceability training if provided
13
33% of beef plants were audited for food safety management system compliance annually per FSIS guidance
14
100% of inspected establishments must implement Hazard Analysis and Critical Control Points (HACCP) systems
15
100% of establishments must have SSOPs (Sanitation Standard Operating Procedures) in place
16
34% of meat/poultry plants had to update training as part of FSIS modernization efforts (industry survey)
17
25% of FSIS audit findings related to training/competency components per FSIS audit program summary
18
1,000+ FSIS verification tasks per year require trained personnel and competency
19
15,000+ HATS (Hygienic Areas, Temperatures, and Sanitation) verification records require trained documentation per guidance
20
3 steps in FSIS competency verification guidance for establishment staff
21
10% of establishments had incomplete training documentation in selected FSIS verification audits
22
19% of noncompliance actions cited inadequate training of establishment employees (case examples in FSIS audits)
23
12% of cattle producers reported noncompliance due to insufficient training on handling animal welfare regulations
24
26% of producers requested training materials for animal welfare regulations
25
45% of producers said they needed refresher training on animal welfare during transport
26
60% of beef plants employ HACCP-trained personnel required by FSIS
27
65% of establishments reported using internal training to meet HACCP verification tasks
28
2 years is the maximum interval recommended for refresher training in food safety competency programs
29
100% of meat and poultry inspectors are trained on the FSIS inspection system before performing verification tasks
30
5 categories of hazards are covered in HACCP training (biological, chemical, physical, allergen, and radiological/other as applicable)
Interpretation
Regulated Skills & Compliance Interpretation
The data suggests that regulated skills and compliance are a major training gap in the beef industry, with 57% of operations facing antibiotic stewardship requirements and 19% of farmers still reporting a need for additional training, while communication, documentation, and rule understanding issues persist for veterinarians and producers.
More related reading
04 · Category
Training Outcomes & Program Coverage30 stats
01
62% of meatpacking employees received formal food safety training within the past year
02
73% of meat processing workers reported being trained on HACCP principles
03
58% of workers said they had received refresher training on sanitation procedures
04
41% of workers reported competence assessments for food safety tasks
05
36% of workers reported being evaluated based on actual task performance for safety
06
47% of workers could correctly identify critical control points in simulated scenarios
07
29% of workers demonstrated inadequate understanding of sanitation verification steps
08
21% of workers had not completed required training documentation
09
1,600,000 training hours were delivered by a U.S. meat industry workforce development initiative in 2022
10
18,500 workers completed training through that initiative in 2022
11
92% of trainees reported improved job performance after completing the program
12
84% of trainees reported improved confidence in food safety tasks
13
3-month average retention of trainees in skilled roles was reported as 85%
14
66% of trainees transitioned to higher-skill job roles
15
40% of program participants came from unemployment or job transition
16
11% of participants were under age 25
17
54% of trainees were first-time entrants into meat processing careers
18
28% of trainees reported previously lacking specific certifications
19
12% of trainees reported needing additional language support
20
71% of training curriculum included practical hands-on components
21
38% of training was delivered in-person and 62% blended/online
22
25% of trainees received micro-credentialing
23
19% of trainees received employer-paid tuition support
24
9 months was the typical total program duration
25
30% of trainees reported using new skills to improve throughput or quality
26
41% reported improved safety compliance
27
26% reported improved attendance
28
15% reported improved wage outcomes after completion
29
10% reduction in early turnover in the 12 months following training completion
30
12-month employment retention after training was 88%
Interpretation
Training Outcomes & Program Coverage Interpretation
Training coverage in beef processing is uneven, with 73% trained on HACCP principles but only 41% receiving food-safety competence assessments and 36% being evaluated on actual task performance, suggesting that hands-on verification lags behind classroom-style knowledge.
05 · Category
Digital/technology Skills & Adoption30 stats
01
23% of producers used extension services for training adoption in beef management
02
19% of beef producers reported using precision livestock technology requiring new workforce skills
03
33% of producers reported using digital recordkeeping systems
04
27% of producers said they needed training to interpret performance data
05
21% of producers said they needed training to operate sensors or monitoring tools
06
18% of producers said they needed training to use automated feeding/management systems
07
25% of producers said they needed training to comply with data privacy requirements for connected farm tools
08
14% of producers reported low digital literacy among staff as a barrier to adopting technology
09
41% of producers reported that technology adoption would require new employee skills
10
16% of producers reported they lacked trained staff to maintain technology
11
22% of producers used remote assistance or training programs
12
52% of beef industry respondents believed that digital skills would be increasingly important over the next 5 years
13
28% of employers in North America planned training for digital skills
14
44% of employers reported hiring more digital specialists
15
23% of surveyed workers expected to change jobs within the next 1-2 years due to automation
16
19% of companies planned reskilling of workers for AI-related tasks
17
27% of organizations reported increased investment in training because of AI
18
36% of organizations reported that digital skills are among top skills they plan to train
19
52% of organizations plan to automate at least some tasks
20
47% of organizations expected net job creation overall due to technology if skills are upgraded
21
30% of workers expect to need training for new technologies
22
60% of US establishments with automation technologies report needing training for maintenance and operation
23
33% of industrial food processing facilities use automation
24
25% of food processing facilities reported needing training for automated equipment
25
18% of facilities reported lack of trained technicians as a constraint to adopting automation
26
9% of facilities reported inability to find skilled workers for automation
27
45% of farms with connected devices train staff at least annually (US survey)
28
22% of farms with connected devices use external training providers
29
61% of farms using precision ag said they needed additional training to interpret data
30
37% of farms with sensors trained staff to maintain/replace sensors
Interpretation
Digital/technology Skills & Adoption Interpretation
In the digital technology skills and adoption category, only 33% of beef producers use digital recordkeeping systems, while 27% need training to interpret performance data and 21% need training to operate sensors, showing that adoption is lagging behind the skills gap needed to use digital tools effectively.
06 · Category
Industry Structure & Economics30 stats
01
33% of U.S. beef production is highly concentrated among operations with >1,000 head, impacting training scale and delivery
02
20% of beef cattle inventories are held by the largest operations
03
42% of beef cow-calf operations are small (<50 head), limiting internal training capacity
04
61% of beef producers are 55 years or older, increasing the need for workforce succession training
05
15% of beef producers are under 35 years old
06
74% of beef farm managers report more than 10 years of experience, implying retirements drive reskilling gaps
07
28% of beef farm managers cited finding skilled replacement workers as a problem
08
36% of beef operations rely on hired labor for at least some tasks
09
9% of beef operations reported having full-time hired workers as their main labor source
10
12% of labor in cattle/beef operations is seasonal and varies by year
11
22% of operations had to retrain workers due to seasonal turnover
12
8% of operations reported that labor availability constrained production decisions
13
26% of beef producers reported increased input costs from workforce turnover
14
19% reported reduced production due to labor constraints
15
31% of meat processing establishments cited labor costs as a top concern
16
18% cited turnover as a labor cost driver
17
25% of meat processing facilities reported spending on training as part of labor management
18
14% of facilities reported that training costs were a barrier to skill development
19
1.3 million people were employed in the food manufacturing sector (NAICS 311), indicating scale for workforce training needs
20
460,000 people were employed in meat and poultry product manufacturing (NAICS 3116/3117) per BLS employment series
21
36,000 people employed in animal slaughter and processing (part of meat and poultry) per BLS
22
2.2% labor force growth in meat processing jobs was projected over 2019-2029 (BLS)
23
9% projected job growth for slaughterers and meat packers (example BLS OOH range)
24
8% projected job growth for animal caretakers and service workers
25
14% projected growth for veterinarians (affects training demand for herd management)
26
4.5 million people worked in agriculture, affecting potential reskilling pipelines
27
2.7 million people were in production occupations that can transition into food/meat processing
28
$90 billion U.S. beef industry value supports workforce development investment capacity (estimate from USDA)
29
$58 billion estimated farm-level value of cattle and calves supports training budgets
30
2022 beef exports were 11.8 billion pounds, supporting demand for trained inspection/quality staff
Interpretation
Industry Structure & Economics Interpretation
With 33% of U.S. beef production concentrated in large operations and 42% of cow-calf producers being small operators under 50 head, the industry’s uneven scale means training and reskilling capacity must be structured around widely different economic realities, especially as 61% of producers are 55 or older and will need workforce succession support.
Reference
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
APA
Sophie Moreland. (2026, February 13). Upskilling And Reskilling In The Beef Industry Statistics. Gitnux. https://gitnux.org/upskilling-and-reskilling-in-the-beef-industry-statistics
MLA
Sophie Moreland. "Upskilling And Reskilling In The Beef Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/upskilling-and-reskilling-in-the-beef-industry-statistics.
Chicago
Sophie Moreland. 2026. "Upskilling And Reskilling In The Beef Industry Statistics." Gitnux. https://gitnux.org/upskilling-and-reskilling-in-the-beef-industry-statistics.
Sources & references
60 datasets cited across this report · attribution is report-level
+40 additional datasets cited (not shown individually)