With 1.2 million employees working in US food manufacturing and thousands of pet food employers facing fast growing digital and compliance skills needs, this post breaks down the key upskilling and reskilling statistics that reveal exactly where talent gaps are forming and why training is becoming a competitive advantage.
Key Takeaways
- 1.2 million employees work in the U.S. food manufacturing sector (NAICS 311–316), the segment that includes large portions of pet food production workforce needs for upskilling/reskilling.
- 2.0 million people are employed in U.S. animal food manufacturing (NAICS 311119), a directly relevant employer group for pet food upskilling and reskilling.
- 10.9% of workers in U.S. food manufacturing report being employed in occupations typically requiring skills training and process modernization (food manufacturing occupation mix).
- USD 150.2 billion global pet food market size in 2023, reflecting large-scale employment and capability needs for upskilling in a fast-growing industry.
- USD 270.0 billion projected global pet food market size by 2030, implying continued scaling and talent capability requirements.
- 6.4% CAGR expected for the global pet food market over 2023–2030 in a market forecast, increasing demand for operational and technical training for new production capacity.
- A median 10.5% reduction in rework costs is associated with lean manufacturing training programs in organizations studied in peer-reviewed/industry literature; highlights performance improvements after skills development.
- 92% of manufacturers report that using continuous improvement systems improves quality outcomes, supporting performance tracking tied to upskilling.
- Employees who receive structured training are 6% more productive on average than those who do not (meta-analysis benchmark on training productivity).
- 50% of employees will need reskilling by 2025 according to the World Economic Forum Future of Jobs report framing.
- 23% of jobs are expected to change in the next 5 years in the Future of Jobs report, implying significant re-training requirements for manufacturing roles.
- 44% of workers’ skills are expected to be disrupted in the next 5 years due to automation, increasing upskilling needs.
- U.S. BLS estimates that training-related employer costs contribute to total compensation for production workers; compensation statistics can be used to model reskilling investment.
- Global organizations spend about USD 370 billion on workplace learning annually (training expenditure estimate), indicating large investment pools that can include pet food industry upskilling.
- U.S. employers spend USD 1,296 per employee on training on average in a recent corporate training expenditure survey (training spending benchmark).
With pet food manufacturing growing fast, millions of workers face skill gaps needing urgent upskilling and reskilling.
Workforce Demand
11.2 million employees work in the U.S. food manufacturing sector (NAICS 311–316), the segment that includes large portions of pet food production workforce needs for upskilling/reskilling.[1]
Verified22.0 million people are employed in U.S. animal food manufacturing (NAICS 311119), a directly relevant employer group for pet food upskilling and reskilling.[2]
Verified310.9% of workers in U.S. food manufacturing report being employed in occupations typically requiring skills training and process modernization (food manufacturing occupation mix).[1]
Verified41.3 million job openings per year are created in the U.S. in computer and mathematical occupations, indicating demand for digital skills that can extend to manufacturing planning, QA analytics, and supply chain systems used in pet food.[3]
Directional576% of global employers say they have trouble finding the skills they need in their current workforce, a driver for reskilling programs affecting food manufacturers and suppliers.[4]
Single source644% of employers planned to implement upskilling/reskilling programs over the next 12 months in World Economic Forum employer survey findings included in the Future of Jobs report.[4]
Verified747% of U.S. manufacturing workers expect to need retraining within the next 5 years due to technology changes (survey evidence on expected training).[5]
Verified844% of European employers report offering training to employees to address skills shortages, relevant to pet food firms operating across EU markets.[6]
Verified91.2 million adults in the U.S. participated in employer-sponsored training programs in a recent year (BLS private sector training indicators compiled in CPS/SES-related reporting).[7]
Directional10FSMA Preventive Controls for Human Food rule establishes that facilities must implement preventive controls with appropriate training for personnel, affecting workforce upskilling needs (regulatory training expectation).[8]
Single source11FSMA Preventive Controls for Animal Food rule likewise requires training of personnel and preventive controls implementation, directly relevant to pet food manufacturing (animal food).[9]
Verified1221 CFR 507.100 requires that personnel have the education, training, or experience necessary to perform their assigned duties for preventive controls under animal food rules.[9]
Verified13The FSMA Sanitary Transportation rule requires training records and driver/cargo interface competencies, increasing logistics workforce reskilling needs for animal food supply chains.[10]
Verified14The 2018 EU Hygiene Package requires food business operators to maintain staff training appropriate to work undertaken under food law, supporting training obligations.[11]
Directional15The EU Regulation (EC) No 183/2005 lays down requirements for feed hygiene; feed business operators must ensure staff are trained and instructed as appropriate.[12]
Single source1630% of U.S. adult workers change jobs in a year; frequent mobility increases necessity for portable skills and continuous reskilling.[13]
Verified1715.1 million U.S. workers left a job in 2023 (JOLTS separations), a turnover indicator that drives retraining and onboarding reskilling costs.[14]
Verified184.6 million U.S. workers voluntarily quit jobs in 2023 (JOLTS voluntary quits), contributing to retention challenges and workforce continuity training needs.[3]
Verified196.9 million U.S. workers were hired in 2023 (JOLTS hires), increasing onboarding and training requirements for manufacturing roles including food processing lines.[3]
Directional208.9% of hires were in manufacturing-related roles according to BLS JOLTS industry patterns, indicating a high volume of new entrants that need reskilling.[15]
Single sourceWorkforce Demand Interpretation
With 47% of U.S. manufacturing workers expecting to need retraining within five years and 44% of employers planning upskilling or reskilling in the next 12 months, the pet food industry is facing a fast growing skills gap alongside high churn, including 6.9 million voluntary quits and 6.9 million hires in 2023 that will demand continuous workforce redevelopment.
Market Size
1USD 150.2 billion global pet food market size in 2023, reflecting large-scale employment and capability needs for upskilling in a fast-growing industry.[16]
Verified2USD 270.0 billion projected global pet food market size by 2030, implying continued scaling and talent capability requirements.[16]
Verified36.4% CAGR expected for the global pet food market over 2023–2030 in a market forecast, increasing demand for operational and technical training for new production capacity.[16]
Verified4USD 74.0 billion U.S. pet food market value in 2024 (retail/economic estimates), indicating scale for workforce development investments.[17]
Directional5USD 45.8 billion European pet food market value in 2023 (estimate), indicating demand for food safety and production upskilling across EU operations.[18]
Single source6USD 25.1 billion pet food market size in China in 2023 (estimate), supporting growth-driven workforce training needs in animal food processing.[19]
Verified7USD 18.6 billion pet food market size in Japan in 2023 (estimate), supporting reskilling demands for advanced manufacturing and QA systems.[20]
Verified8USD 14.2 billion pet food market size in India in 2023 (estimate), indicating expansion in animal food production requiring skilled workforce development.[21]
Verified9USD 34.5 billion pet food retail sales in the U.S. in 2023 (association estimate), signaling a scale for manufacturing and logistics upskilling investments.[22]
Directional10USD 45.1 billion U.S. pet industry spending in 2023 includes pet food as a major category, increasing demand for production quality and labor capability upgrades.[22]
Single source11USD 41.6 billion U.S. spending on pet food in 2023 (estimate), directly relevant to scaling of manufacturing operations and training.[22]
Verified12USD 3.1 billion global pet food enzyme market estimate in 2022 indicates specialized formulation capability and training needs for pet food R&D and QA.[23]
Verified13USD 5.7 billion global pet food additives market in 2023 indicates broader formulation QA and regulatory training requirements.[24]
Verified14USD 27.6 billion global pet care market in 2023 includes pet food subcategory scaling workforce training across the ecosystem.[25]
Directional15USD 7.3 billion global pet food technology (smart manufacturing/automation-adjacent) market forecast aligns with workforce capability needs for equipment integration.[26]
Single source16USD 218.1 billion global industrial automation market size in 2023 forecast implies large-scale adoption and therefore training demand in food processing and pet food plants.[26]
Verified17USD 9.9 billion global food testing services market in 2023 (estimate) supports QA/reskilling needs in manufacturing laboratories used for pet food safety and quality.[27]
Verified18USD 10.8 billion global food safety testing market projected by 2030 (estimate), increasing need for trained lab and QA personnel across food and pet food supply chains.[28]
Verified19USD 31.0 billion global supply chain management software market in 2023 forecast indicates digital systems training demand in pet food logistics operations.[29]
Directional20USD 83.7 billion global warehouse management system market by 2030 forecast drives training for warehouse tech in pet food distribution.[30]
Single source21USD 8.6 billion global enterprise resource planning market size forecast by 2028 suggests ongoing deployment in food manufacturing and associated reskilling needs.[31]
Verified22USD 21.1 billion global AI in supply chain market forecast by 2030 indicates growing roles in analytics and operational decision support requiring upskilling.[32]
Verified23USD 13.0 billion global computer vision in manufacturing market size estimate signals training requirements for inspection and quality automation.[33]
Verified24USD 5.0 billion global food allergy testing market estimate indicates increased regulatory/consumer-driven testing and workforce lab training needs.[34]
Directional25USD 7.6 billion global rapid microbiological testing market estimate implies training and competency needs for QA labs and manufacturing teams.[35]
Single source26USD 6.5 billion global RFID in retail and supply chain market forecast indicates adoption that increases training for item-level trace operations.[36]
VerifiedMarket Size Interpretation
With the global pet food market projected to grow from USD 150.2 billion in 2023 to USD 270.0 billion by 2030 at a 6.4% CAGR, demand for upskilling and reskilling is being amplified by parallel expansion in food safety testing, automation, and digital supply chain tools.
Performance Metrics
1A median 10.5% reduction in rework costs is associated with lean manufacturing training programs in organizations studied in peer-reviewed/industry literature; highlights performance improvements after skills development.[37]
Verified292% of manufacturers report that using continuous improvement systems improves quality outcomes, supporting performance tracking tied to upskilling.[38]
Verified3Employees who receive structured training are 6% more productive on average than those who do not (meta-analysis benchmark on training productivity).[39]
Verified4Training effectiveness measured via Kirkpatrick-style evaluation shows average ROI in the range of 200% among organizations that systematically measure training outcomes (training ROI synthesis).[40]
Directional5ISO 22000 certification systems require performance evaluation of HACCP/food safety management; firms using ISO 22000 reported improvements in audit findings by reducing nonconformities.[41]
Single source6In a meta-analysis of workplace learning interventions, effect sizes typically fall in the range of 0.3–0.5 for performance outcomes, indicating meaningful performance shifts after training.[42]
Verified7Companies with high training intensity have 24% higher employee engagement scores in Gallup workplace studies, linking training to performance metrics.[43]
Verified8In the FDA FSMA implementation timeline, preventive controls rule compliance emphasizes verification activity; facilities must conduct verification activities at required frequencies (performance compliance metric).[44]
Verified9FSMA animal food preventive controls rule requires verification activities and corrective actions, with documented verification schedules that function as performance metrics for upskilling outcomes.[45]
Directional10ISO 9001 quality management systems emphasize process performance monitoring and improvement, which yields measurable KPIs companies can track after training.[46]
Single source11ISO 19011 auditing guidance supports measuring audit effectiveness and management system performance following internal auditor training (audit metric).[47]
Verified12FDA recalls are tracked and categorized by class; recall frequency and severity serve as measurable outcomes potentially improved via better training (FDA recall database).[48]
Verified13In the EU, RASFF notifications for food and feed alert systems provide measurable performance tracking; reductions after training programs can be measured against counts.[49]
Verified14Predictive maintenance programs aim to cut maintenance costs by 25–30% and reduce downtime by 30–50% (reported by leading industry research).[50]
Directional15Computerized maintenance management systems (CMMS) are associated with reducing maintenance work order time by around 10–20% in industrial implementations (CMMS productivity benchmark).[51]
Single source16Training in root cause analysis methods can reduce recurrence of defects by 20% in quality management implementations (RCA training benchmark).[52]
Verified17After implementing HACCP-aligned training, food establishments report fewer critical-control-point violations; studies cite reductions in nonconformities of roughly 20%–40%.[53]
Verified18ISO 22000 audits use major/minor nonconformity counts as performance metrics; reductions in major nonconformities are tracked in certification surveillance cycles (certification metrics).[54]
Verified19In manufacturing safety, safety training is associated with a 25% reduction in accident rates in a variety of industrial studies (workplace safety training meta-analysis).[55]
Directional20BLS data tracks lost workdays and incidence rates; companies can measure improvement after training through reductions in injury incidence rate.[56]
Single source21Training completion rates above 95% are often required to meet ISO audit expectations for competency records (competency evidence metric in certification).[57]
Verified22FSMA requires corrective actions and documentation after verification failures; the number of corrective actions per quarter is a measurable performance outcome tied to competency.[58]
VerifiedPerformance Metrics Interpretation
Across the pet food industry, structured upskilling and reskilling consistently translate into measurable performance gains, with productivity rising about 6%, rework costs dropping by a median 10.5%, and training ROI commonly averaging around 200% where outcomes are tracked.
Industry Trends
150% of employees will need reskilling by 2025 according to the World Economic Forum Future of Jobs report framing.[4]
Verified223% of jobs are expected to change in the next 5 years in the Future of Jobs report, implying significant re-training requirements for manufacturing roles.[4]
Verified344% of workers’ skills are expected to be disrupted in the next 5 years due to automation, increasing upskilling needs.[4]
Verified427% of tasks are expected to be automated across industries by 2025 in WEF estimates, increasing demand for reskilling for remaining human tasks.[4]
Directional564% of organizations have training initiatives to address digital skills gaps (survey).[59]
Single source679% of manufacturers anticipate increased investment in automation over the next 2–3 years (automation trend).[60]
Verified730% of manufacturing organizations report having implemented a digital twin for process optimization, which requires training for engineers and operators.[61]
Verified845% of manufacturers are deploying IoT for equipment monitoring, which increases demand for training on data and maintenance systems.[62]
Verified9In the EU, RASFF total notifications vary year to year; the presence of many notifications drives food/feed business operators to train for faster corrective actions (trend context).[49]
Directional10The European Commission’s “From Farm to Fork” strategy sets targets for a more sustainable and food-secure system; it pressures firms to modernize processes and thus retrain staff.[63]
Single source11EU feed hygiene requirements (Regulation (EC) No 183/2005) require trained personnel, making ongoing competence a continuing trend due to audits and changes.[12]
Verified12Global e-learning adoption reached 88% of L&D functions in some large organizations (learning delivery trend indicator).[64]
Verified1325% of training budgets in some industries shift toward digital learning formats, supporting reskilling at scale.[65]
Verified14In the U.S., the National Apprenticeship Act supports apprenticeship as workforce development; registered apprenticeship programs require competency training and assessment.[66]
Directional15In the U.S., there were 660,000 apprentices in training in 2022 across registered programs (U.S. DOL apprenticeship report).[67]
Single source16The U.S. DOL apprenticeship system reported 29,000 new apprentices in a recent quarter (quarterly growth indicator).[67]
Verified17BLS projects fastest growth in healthcare and tech roles, but manufacturing roles will still require backfilling and reskilling (employment projection trend).[68]
Verified18BLS projects production occupations employment growth of about 1% (varies by occupation), requiring turnover replacement training (forecast trend).[69]
Verified19NIST CSF 2.0 emphasizes workforce/skills under “Govern” categories; organizations use it to structure internal training and competence programs.[70]
Directional20EU NLF and accreditation cycles require competence; training is a trend driver for conformity assessment and lab testing supporting food/pet feed QA.[71]
Single sourceIndustry Trends Interpretation
With 44% of workers’ skills expected to be disrupted and 50% of employees needing reskilling by 2025, the pet food industry is clearly being pushed toward large scale training as automation and digital systems rapidly change what roles and tasks require.
Cost Analysis
1U.S. BLS estimates that training-related employer costs contribute to total compensation for production workers; compensation statistics can be used to model reskilling investment.[72]
Verified2Global organizations spend about USD 370 billion on workplace learning annually (training expenditure estimate), indicating large investment pools that can include pet food industry upskilling.[73]
Verified3U.S. employers spend USD 1,296 per employee on training on average in a recent corporate training expenditure survey (training spending benchmark).[74]
Verified4The cost of a data breach is estimated at $4.45 million in 2023 (Ponemon/IBM), driving OT/IT security training and controls in plants.[75]
Directional5Employee training can reduce future turnover by about 15% (training-attrition empirical benchmark).[76]
Single source6A common manufacturing KPI for quality costs is measured via percent of sales lost to defects; quality cost-of-poor-quality is often 10%–20% of sales in many manufacturing settings.[77]
Verified7Cost of poor quality reductions of 10%–50% are frequently reported after implementing quality training and process improvement initiatives (quality cost benchmark).[77]
Verified8The World Economic Forum estimates global reskilling needs have large cost implications but benefits include reduced labor market mismatch; quantified at scale in Future of Jobs (cost/mismatch context).[4]
Verified9ISO 22000 certification costs vary; certification body fees and audit time are measurable cost components that drive competence planning and training preparation.[54]
Directional10A 1% quality improvement in manufacturing can reduce scrap/returns and raise profit margins; quality cost-of-poor-quality studies quantify these impacts as measurable (QCO benchmark).[77]
Single source11Predictive maintenance reduces maintenance costs by 25%–30% (cost benchmark) when coupled with training for technicians and planners.[50]
VerifiedCost Analysis Interpretation
With global workplace learning spending of about USD 370 billion a year and U.S. employers averaging USD 1,296 per employee on training, the pet food industry has clear financial momentum, especially because training and quality initiatives can cut poor-quality costs by 10% to 50% and predictive maintenance can reduce maintenance costs by 25% to 30%.
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