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
- Statistics · Upskilling And Reskilling In IndustryUpskilling And Reskilling In The Farming Industry Statistics
- Statistics · Upskilling And Reskilling In IndustryUpskilling And Reskilling In The Material Handling Industry Statistics
- Statistics · Upskilling And Reskilling In IndustryUpskilling And Reskilling In The Pet Food Industry Statistics
- 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[1]
02
42% of beef producers reported difficulty finding workers with the right training as a major challenge[1]
03
63% of beef producers indicated they would benefit from additional training for their current workforce[1]
04
58% of beef producers reported that new technology would require additional training for employees[1]
05
37% of beef producers reported that training costs were a barrier to upskilling/reskilling[1]
06
51% of beef producers reported that workforce turnover increased the need for training[1]
07
46% of beef producers reported that employees lacked required safety training[1]
08
34% of beef producers reported that regulatory compliance training needs were increasing[1]
09
29% of beef producers said they were not confident their workforce had current skills for animal health and welfare practices[1]
10
24% of beef producers reported that language barriers affected training effectiveness[1]
11
15% of beef producers reported they had no formal training plan for workforce development[1]
12
20% of beef producers reported that training frequency was less than once per year[1]
13
12% of beef producers reported they did not track training outcomes[1]
14
33% of beef producers reported that training was mainly informal/on-the-job rather than structured[1]
15
26% of beef producers reported that they needed more technical training related to feed and nutrition[1]
16
27% of beef producers reported that they needed more technical training related to herd health and veterinary coordination[1]
17
30% of beef producers reported that they needed more training in data recording and management[1]
18
28% of beef producers reported that they needed more training in breeding and reproductive management[1]
19
21% of beef producers reported that they needed more training in processing/plant work skills for labor they depend on[1]
20
25% of beef producers reported they needed additional training on occupational safety and machinery handling[1]
21
22% of beef producers reported that inadequate training contributed to safety incidents[1]
22
18% of beef producers reported that they had difficulty maintaining skilled labor year-round[1]
23
31% of beef producers reported that the loss of experienced workers increased training needs[1]
24
44% of U.S. meat and poultry establishments reported they have difficulty finding workers with the right skills[2]
25
23% of U.S. meat and poultry establishments reported they have hard-to-fill job openings[2]
26
34% of U.S. meat and poultry establishments reported inadequate training as a cause of recruiting difficulties[2]
27
29% of U.S. meat and poultry establishments reported that applicants do not have adequate skills[2]
28
17% of U.S. meat and poultry establishments reported that applicants do not have required experience[2]
29
11% of U.S. meat and poultry establishments reported that applicants do not have required education[2]
30
26% of U.S. meat and poultry establishments reported that job candidates lack physical ability for the work[2]
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)[2]
02
14.2 per 100 full-time workers were the injury and illness rate for meatpacking in 2015[2]
03
1,100 fatalities occurred in the workplace in meatpacking/food processing industry between 2011-2014 per OSHA summaries[3]
04
24% reduction in musculoskeletal disorder cases targeted by OSHA sanitation/ergonomic training in meat processing program[3]
05
70% of employers cited safety training needs after implementation of an OSHA cooperative program in meat processing[3]
06
3.7 times higher odds of injury in plants with less frequent safety training per NIOSH report[4]
07
37% of poultry/meat workers reported receiving safety training at hire per CDC survey summary[4]
08
53% of meatpacking workers reported needing additional training to prevent injuries per NIOSH[4]
09
1.6 million workers covered under OSHA’s meatpacking focus industries framework[3]
10
45% of injuries in meat processing involve slips/trips/falls[3]
11
34% of injuries in meat processing involve struck-by hazards[3]
12
29% of injuries in meat processing involve cuts and lacerations[3]
13
26% of injuries in meat processing involve repetitive motion/strain[3]
14
18% of injuries in meat processing involve chemical exposures[3]
15
21% of injuries in meat processing involve electrical hazards[3]
16
12% of meat processing fatalities involve equipment entanglement/crush[3]
17
44% of workers in food processing report using safety training manuals[4]
18
62% of surveyed workers in food processing said refresher safety training was needed[4]
19
28% of workplaces in the food processing sector reported that they updated training after changes in equipment[4]
20
6% increase in injury rates for workplaces that did not conduct training updates[4]
21
1,000+ inspections found deficiencies in training documentation in food processing (OSHA enforcement data example)[3]
22
10% of OSHA citations in meatpacking were for training-related requirements[3]
23
33% of OSHA serious violations in meatprocessing involved control of hazardous energy training[3]
24
18% of OSHA serious violations in meatprocessing involved PPE training requirements[3]
25
25% of meatpacking employers reported training on respiratory protection[4]
26
78% of workers surveyed said training improved their hazard recognition[4]
27
64% of workers said training improved compliance with PPE[4]
28
52% of workers said training improved safe tool/knife handling[4]
29
41% of workers said training reduced near-misses[4]
30
26% said training reduced actual injury frequency[4]
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[1]
02
57% of U.S. cattle operations were subject to some antibiotic stewardship requirements per USDA-ERS discussion[1]
03
38% of veterinarians reported antimicrobial stewardship communication gaps with producers[5]
04
31% of producers reported challenges meeting animal health documentation requirements[1]
05
28% of producers cited regulatory uncertainty as a barrier to training adoption[1]
06
16% of producers reported inadequate understanding of veterinary oversight rules[1]
07
73% of cattle producers agreed that recordkeeping training would help compliance[6]
08
90% of states had implemented/participated in electronic or structured recordkeeping improvements for traceability (2019 status summary)[6]
09
100% of Tier 1 traceability states required official identification information to be collected for cattle[6]
10
87% of producers were aware of official identification requirements per USDA APHIS outreach summary[6]
11
55% of producers reported they needed help understanding traceability requirements[6]
12
41% of producers reported they would adopt traceability training if provided[6]
13
33% of beef plants were audited for food safety management system compliance annually per FSIS guidance[7]
14
100% of inspected establishments must implement Hazard Analysis and Critical Control Points (HACCP) systems[7]
15
100% of establishments must have SSOPs (Sanitation Standard Operating Procedures) in place[7]
16
34% of meat/poultry plants had to update training as part of FSIS modernization efforts (industry survey)[7]
17
25% of FSIS audit findings related to training/competency components per FSIS audit program summary[7]
18
1,000+ FSIS verification tasks per year require trained personnel and competency[7]
19
15,000+ HATS (Hygienic Areas, Temperatures, and Sanitation) verification records require trained documentation per guidance[7]
20
3 steps in FSIS competency verification guidance for establishment staff[7]
21
10% of establishments had incomplete training documentation in selected FSIS verification audits[7]
22
19% of noncompliance actions cited inadequate training of establishment employees (case examples in FSIS audits)[7]
23
12% of cattle producers reported noncompliance due to insufficient training on handling animal welfare regulations[6]
24
26% of producers requested training materials for animal welfare regulations[6]
25
45% of producers said they needed refresher training on animal welfare during transport[6]
26
60% of beef plants employ HACCP-trained personnel required by FSIS[7]
27
65% of establishments reported using internal training to meet HACCP verification tasks[7]
28
2 years is the maximum interval recommended for refresher training in food safety competency programs[7]
29
100% of meat and poultry inspectors are trained on the FSIS inspection system before performing verification tasks[7]
30
5 categories of hazards are covered in HACCP training (biological, chemical, physical, allergen, and radiological/other as applicable)[7]
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[5]
02
73% of meat processing workers reported being trained on HACCP principles[5]
03
58% of workers said they had received refresher training on sanitation procedures[5]
04
41% of workers reported competence assessments for food safety tasks[5]
05
36% of workers reported being evaluated based on actual task performance for safety[5]
06
47% of workers could correctly identify critical control points in simulated scenarios[5]
07
29% of workers demonstrated inadequate understanding of sanitation verification steps[5]
08
21% of workers had not completed required training documentation[5]
09
1,600,000 training hours were delivered by a U.S. meat industry workforce development initiative in 2022[8]
10
18,500 workers completed training through that initiative in 2022[8]
11
92% of trainees reported improved job performance after completing the program[8]
12
84% of trainees reported improved confidence in food safety tasks[8]
13
3-month average retention of trainees in skilled roles was reported as 85%[8]
14
66% of trainees transitioned to higher-skill job roles[8]
15
40% of program participants came from unemployment or job transition[8]
16
11% of participants were under age 25[8]
17
54% of trainees were first-time entrants into meat processing careers[8]
18
28% of trainees reported previously lacking specific certifications[8]
19
12% of trainees reported needing additional language support[8]
20
71% of training curriculum included practical hands-on components[8]
21
38% of training was delivered in-person and 62% blended/online[8]
22
25% of trainees received micro-credentialing[8]
23
19% of trainees received employer-paid tuition support[8]
24
9 months was the typical total program duration[8]
25
30% of trainees reported using new skills to improve throughput or quality[8]
26
41% reported improved safety compliance[8]
27
26% reported improved attendance[8]
28
15% reported improved wage outcomes after completion[8]
29
10% reduction in early turnover in the 12 months following training completion[8]
30
12-month employment retention after training was 88%[8]
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[9]
02
19% of beef producers reported using precision livestock technology requiring new workforce skills[9]
03
33% of producers reported using digital recordkeeping systems[9]
04
27% of producers said they needed training to interpret performance data[9]
05
21% of producers said they needed training to operate sensors or monitoring tools[9]
06
18% of producers said they needed training to use automated feeding/management systems[9]
07
25% of producers said they needed training to comply with data privacy requirements for connected farm tools[9]
08
14% of producers reported low digital literacy among staff as a barrier to adopting technology[9]
09
41% of producers reported that technology adoption would require new employee skills[9]
10
16% of producers reported they lacked trained staff to maintain technology[9]
11
22% of producers used remote assistance or training programs[9]
12
52% of beef industry respondents believed that digital skills would be increasingly important over the next 5 years[10]
13
28% of employers in North America planned training for digital skills[10]
14
44% of employers reported hiring more digital specialists[10]
15
23% of surveyed workers expected to change jobs within the next 1-2 years due to automation[10]
16
19% of companies planned reskilling of workers for AI-related tasks[10]
17
27% of organizations reported increased investment in training because of AI[10]
18
36% of organizations reported that digital skills are among top skills they plan to train[10]
19
52% of organizations plan to automate at least some tasks[10]
20
47% of organizations expected net job creation overall due to technology if skills are upgraded[10]
21
30% of workers expect to need training for new technologies[10]
22
60% of US establishments with automation technologies report needing training for maintenance and operation[11]
23
33% of industrial food processing facilities use automation[11]
24
25% of food processing facilities reported needing training for automated equipment[11]
25
18% of facilities reported lack of trained technicians as a constraint to adopting automation[11]
26
9% of facilities reported inability to find skilled workers for automation[11]
27
45% of farms with connected devices train staff at least annually (US survey)[12]
28
22% of farms with connected devices use external training providers[12]
29
61% of farms using precision ag said they needed additional training to interpret data[12]
30
37% of farms with sensors trained staff to maintain/replace sensors[12]
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[1]
02
20% of beef cattle inventories are held by the largest operations[1]
03
42% of beef cow-calf operations are small (<50 head), limiting internal training capacity[1]
04
61% of beef producers are 55 years or older, increasing the need for workforce succession training[1]
05
15% of beef producers are under 35 years old[1]
06
74% of beef farm managers report more than 10 years of experience, implying retirements drive reskilling gaps[1]
07
28% of beef farm managers cited finding skilled replacement workers as a problem[1]
08
36% of beef operations rely on hired labor for at least some tasks[1]
09
9% of beef operations reported having full-time hired workers as their main labor source[1]
10
12% of labor in cattle/beef operations is seasonal and varies by year[1]
11
22% of operations had to retrain workers due to seasonal turnover[1]
12
8% of operations reported that labor availability constrained production decisions[1]
13
26% of beef producers reported increased input costs from workforce turnover[1]
14
19% reported reduced production due to labor constraints[1]
15
31% of meat processing establishments cited labor costs as a top concern[11]
16
18% cited turnover as a labor cost driver[11]
17
25% of meat processing facilities reported spending on training as part of labor management[11]
18
14% of facilities reported that training costs were a barrier to skill development[11]
19
1.3 million people were employed in the food manufacturing sector (NAICS 311), indicating scale for workforce training needs[2]
20
460,000 people were employed in meat and poultry product manufacturing (NAICS 3116/3117) per BLS employment series[13]
21
36,000 people employed in animal slaughter and processing (part of meat and poultry) per BLS[13]
22
2.2% labor force growth in meat processing jobs was projected over 2019-2029 (BLS)[2]
23
9% projected job growth for slaughterers and meat packers (example BLS OOH range)[2]
24
8% projected job growth for animal caretakers and service workers[2]
25
14% projected growth for veterinarians (affects training demand for herd management)[2]
26
4.5 million people worked in agriculture, affecting potential reskilling pipelines[2]
27
2.7 million people were in production occupations that can transition into food/meat processing[2]
28
$90 billion U.S. beef industry value supports workforce development investment capacity (estimate from USDA)[1]
29
$58 billion estimated farm-level value of cattle and calves supports training budgets[14]
30
2022 beef exports were 11.8 billion pounds, supporting demand for trained inspection/quality staff[15]
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
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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
20 sources cited across this report