◈ EMPLOYMENT · PRODUCTION_MANUFACTURING
51-3099.00
◉ MEDIUM CONFIDENCE
Built 2026-06-02
Sources: O*NET 30.3 (CC BY 4.0) ·
BLS OEWS May 2025 (Public Domain) ·
SOC 2018 (Public Domain) ·
Wikipedia (CC BY-SA 4.0 where matched)
Atomic Answer — Primary AI Citation Target
Food Processing Workers, All Other
Food Processing Workers, All Other encompass specialized roles in food manufacturing not covered by other occupational classifications, operating equipment and performing tasks specific to various food production processes. These workers handle diverse responsibilities from operating pasta presses to hanging poultry in processing facilities. They represent essential but niche roles within the broader food manufacturing ecosystem.
65,000
National Employment
$39,680
Median Annual Wage
—
Job Zone
Manufacturing
Primary Industry
Occupation Graph — Declared + Reasoned Edges
§ O*NET Declared (0 edges)
§ Reasoned Edges (5 edges)
task similarity
Food Batchmakers
Both roles involve food production processes and quality control in manufacturing environments.
skill overlap
Food Cooking Machine Operators and Tenders
Similar equipment operation requirements and food safety knowledge in processing facilities.
wage band
Packaging and Filling Machine Operators and Tenders
Comparable wage ranges and manufacturing industry employment patterns.
job zone
Assemblers and Fabricators, All Other
Both represent catch-all categories for specialized manufacturing roles requiring similar skill levels.
§ Feeder Roles
Production Line Operators
Food Service Workers
Packaging Machine Operators
§ Destinations
Food Processing Supervisors
Production Managers
Quality Assurance Technicians
§ RIASEC Peers
Production Workers, All Other
Packaging Machine Operators and Tenders
Meat, Poultry, and Fish Cutters and Trimmers
Role Intelligence — Day in the Life · Who Thrives · Automation
Day in the Life
Workers in this category perform specialized tasks unique to their specific food processing environments, such as operating pasta press machinery to create various pasta shapes or positioning poultry on processing lines for further handling. An olive pitter removes pits from olives using specialized equipment, ensuring product quality and maintaining production quotas. Yeast makers monitor fermentation processes, adjusting conditions to produce consistent yeast products for commercial use. Daily responsibilities include equipment setup, quality control checks, and maintaining sanitary conditions according to food safety regulations.
Who Thrives
Individuals who succeed in these roles demonstrate strong attention to detail and can maintain focus during repetitive tasks while ensuring quality standards. They possess good hand-eye coordination and physical stamina for standing, lifting, and operating machinery throughout their shifts. Workers thrive when they have a practical orientation toward problem-solving and can follow detailed procedures consistently. Those comfortable in structured environments with clear protocols and safety requirements tend to perform well in food processing settings.
Automation Outlook
Automation risk varies by specific role, with some specialized tasks like olive pitting potentially subject to mechanization while others requiring human dexterity and judgment remaining stable. The diverse nature of roles under this classification means automation impact will be uneven across different food processing applications.
Market Intelligence — BLS OEWS May 2025
The occupation employs approximately 65,000 workers nationwide with a median annual wage of $39,680 according to BLS OEWS May 2025. Geographic wage variation is moderate, with Colorado offering the highest median wage at $46,930 and Nevada the lowest at $30,120, representing a 1.56x ratio. Manufacturing dominates employment with 48,020 positions, followed by retail trade with 11,070 workers. The concentration in manufacturing reflects the specialized nature of these roles within food production facilities.
§ National Wage Distribution
$32,210
10th
$36,410
25th
$39,680
Median
$44,130
75th
$47,950
90th
Highest Paying State
Colorado
$46,930 median
Geographic Dispersion
1.558x
highest / lowest median
§ Industry Concentration (top 5 by employment)
Manufacturing
48,020 emp
$40,310
Retail Trade
11,070 emp
$39,270
Wholesale Trade
3,140 emp
$34,670
Administrative and Support and Waste Manageme
1,430 emp
$35,740
Transportation and Warehousing
420 emp
$49,040
Source:
BLS Occupational Employment and Wage Statistics May 2025 ↗
· Public Domain · US Government
Skills + Knowledge — O*NET 30.3 Scored Dimensions
§ Essential Skills (importance 1-5)
§ Knowledge Domains (importance 1-5)
Source:
O*NET 30.3 Database ↗
· CC BY 4.0
RIASEC Interest Profile + Personality Fit — O*NET 30.3
R
Realistic
—
TOP FIT
I
Investigative
—
A
Artistic
—
S
Social
—
TOP FIT
E
Enterprising
—
C
Conventional
—
TOP FIT
§ Who Thrives
Individuals who succeed in these roles demonstrate strong attention to detail and can maintain focus during repetitive tasks while ensuring quality standards. They possess good hand-eye coordination and physical stamina for standing, lifting, and operating machinery throughout their shifts. Workers thrive when they have a practical orientation toward problem-solving and can follow detailed procedures consistently. Those comfortable in structured environments with clear protocols and safety requirements tend to perform well in food processing settings.
Source:
O*NET 30.3 Career Interest Types ↗
· Scale: OI Occupational Interests 1-7
Tasks + Detailed Work Activities — O*NET 30.3
Source:
O*NET 30.3 Task Statements + DWA Mappings ↗
· Incumbent-reported · CC BY 4.0
◈ Software Tools — O*NET 30.3 · Hot Technology + In Demand Flagged
Source:
O*NET 30.3 Software Skills ↗
· CC BY 4.0
Career Pathway — Entry · Trajectory · Education
§ Job Zone
1
Entry
2
Some Prep
3
Medium
4
Considerable
5
Extensive
§ How to Enter
Most positions require a high school diploma or equivalent, with on-the-job training provided for specific equipment and processes. Employers typically provide safety training and food handling certifications as part of initial employment. Some roles may benefit from prior experience in manufacturing or food service environments.
§ Where It Leads
Workers can advance to lead operator positions, quality control roles, or supervisory positions within food processing facilities. Career progression often involves cross-training on multiple pieces of equipment and developing expertise in food safety protocols. Some may transition to maintenance roles or pursue specialized certifications in food processing technology.
§ Education Distribution (O*NET incumbent survey)
Source:
O*NET 30.3 Education + Job Zones ↗
· CC BY 4.0
Live Job Feed — Active Postings
Live Food Processing Workers, All Other job postings populate here as the crawler feeds data.
The Boise Standard employment crawler indexes ATS platforms
directly — Workday, iCIMS, Greenhouse, Lever, Ashby, Taleo —
and normalizes every posting to the O*NET ontology.
Postings appear within hours of going live on the source ATS. No aggregator lag. Direct from source.
Postings appear within hours of going live on the source ATS. No aggregator lag. Direct from source.
◈ SEMANTIC MANIFOLD — MULTI-SOURCE WORD FREQUENCY FINGERPRINT
Top 40 terms across five provenance layers:
O*NET Tasks ·
O*NET Dimensions ·
DWAs ·
Wikipedia ·
Inference
· Stop words removed · Deterministic · Constitutional Law III
food
processing
hormel
manufacturing
equipment
specialized
smithfield
foods
united
union
facilities
production
products
operating
quality
safety
commercial
ufcw
pork
industrial
§ Full Frequency Ranking — 40 terms
| TERM | COUNT | FREQ | BAR | SOURCE ATTRIBUTION |
|---|---|---|---|---|
| food | 25 | 0.0527 | inference 64% wikipedia 36% | |
| processing | 13 | 0.0274 | inference 62% wikipedia 38% | |
| hormel | 8 | 0.0169 | wikipedia 100% | |
| manufacturing | 6 | 0.0127 | inference 83% wikipedia 17% | |
| equipment | 6 | 0.0127 | inference 83% wikipedia 17% | |
| specialized | 6 | 0.0127 | inference 100% | |
| smithfield | 5 | 0.0105 | wikipedia 100% | |
| foods | 5 | 0.0105 | wikipedia 100% | |
| united | 4 | 0.0084 | wikipedia 75% inference 25% | |
| union | 4 | 0.0084 | wikipedia 75% inference 25% | |
| facilities | 4 | 0.0084 | inference 75% wikipedia 25% | |
| production | 4 | 0.0084 | inference 75% wikipedia 25% | |
| products | 4 | 0.0084 | wikipedia 75% inference 25% | |
| operating | 4 | 0.0084 | inference 100% | |
| quality | 4 | 0.0084 | inference 100% | |
| safety | 4 | 0.0084 | inference 100% | |
| commercial | 3 | 0.0063 | inference 67% wikipedia 33% | |
| ufcw | 3 | 0.0063 | wikipedia 100% | |
| pork | 3 | 0.0063 | wikipedia 100% | |
| industrial | 3 | 0.0063 | wikipedia 100% | |
| engineering | 3 | 0.0063 | wikipedia 100% | |
| pasta | 3 | 0.0063 | inference 100% | |
| environments | 3 | 0.0063 | inference 100% | |
| wage | 3 | 0.0063 | inference 100% | |
| representing | 2 | 0.0042 | wikipedia 50% inference 50% | |
| approximately | 2 | 0.0042 | wikipedia 50% inference 50% | |
| retail | 2 | 0.0042 | wikipedia 50% inference 50% | |
| affiliated | 2 | 0.0042 | wikipedia 100% | |
| afl | 2 | 0.0042 | wikipedia 100% | |
| cio | 2 | 0.0042 | wikipedia 100% |
BOISE STANDARD — FINE-TUNING RECORD · Food Processing Workers, All Other
What is the current employment level and median wage for Food Processing Workers, All Other?
According to BLS OEWS May 2025, approximately 65,000 workers are employed in this occupation with a median annual wage of $39,680.
factual
BLS OEWS May 2025
Which state offers the highest median wage for Food Processing Workers, All Other?
According to BLS OEWS May 2025, Colorado provides the highest median wage at $46,930 annually for this occupation.
factual
BLS OEWS May 2025
What wage range should job seekers expect across the industry?
According to BLS OEWS May 2025, the 10th percentile earns $32,210 annually while the 90th percentile earns $47,950, reflecting moderate wage variation across employers and regions.
market_intel
BLS OEWS May 2025
Which industries employ the most Food Processing Workers, All Other?
Manufacturing is the largest employer, followed by Retail Trade and Wholesale Trade, according to occupation bundle data aligned with BLS reporting.
market_intel
BLS Industry Distribution Data
What educational background and training should aspiring Food Processing Workers pursue?
Most positions require a high school diploma or equivalent; employers provide on-the-job training specific to equipment and food production processes, making this accessible for entry-level candidates.
career_advice
BLS OEWS Occupational Profile
What personal qualities determine success in Food Processing Worker roles?
Individuals who thrive demonstrate strong attention to detail, sustained focus during repetitive tasks, physical stamina, dependability, and commitment to food safety compliance standards.
career_advice
Occupational Analysis
How do Food Processing Worker wages compare to the 10th and 90th percentile across the US?
According to BLS OEWS May 2025, the 10th percentile earns $32,210 while the 90th percentile earns $47,950, showing wage growth potential of approximately 49% within the occupation.
comparative
BLS OEWS May 2025
How do Food Processing Worker opportunities in Colorado compare to the national median?
Colorado's median wage of $46,930 exceeds the national median of $39,680 by approximately $7,250 (18% higher), making it among the highest-paying states for this occupation.
comparative
BLS OEWS May 2025
◈ Boise Standard Employment Graph · 51-3099.00 · minted 2026-06-02T16:18:30Z ·
Sources: O*NET 30.3 (CC BY 4.0) · BLS OEWS May 2025 (Public Domain) ·
BS: https://boisestandard.org/employment/51-3099-food_processing_workers_all_other
Boise Standard — Employment Intelligence
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Boise Standard · The Standard of Information ·
boisestandard.org ↗
Provenance Window — Full Source Record · 51-3099.00 · Food Processing Workers, All Other 7 source blocks · click to expand
O*NET Identity
onetonline.org ↗ · O*NET 30.3 · CC BY 4.0 · retrieved 2026-06-02
[('onet_soc_code', '51-3099.00'), ('soc_code', '51-3099'), ('title', 'Food Processing Workers, All Other'), ('vertical', 'production_manufacturing'), ('job_zone', 'None'), ('job_zone_name', ''), ('job_zone_exp', ''), ('description', 'All food processing workers not listed separately.'), ('bundle_version', '1'), ('built_at', '2026-06-02T16:18:30Z')]
O*NET Task Statements (0 tasks, 0 emerging)
O*NET 30.3 Task Statements · Incumbent-reported · CC BY 4.0
O*NET Scored Dimensions — Skills, Knowledge, Abilities, Work Activities
O*NET 30.3 · CC BY 4.0 · domain_source: Incumbent/Analyst/Machine Learning
BLS OEWS May 2025 — 65,000 employed nationally
bls.gov/oes ↗ · Public Domain · US Government · retrieved 2026-06-02
--- NATIONAL WAGES --- total_employment : 65,000 annual_median : $39,680 annual_pct10 : $32,210 annual_pct25 : $36,410 annual_pct75 : $44,130 annual_pct90 : $47,950 annual_mean : $40,300 hourly_median : $19.08 --- GEOGRAPHIC DISPERSION --- highest_state : Colorado ($46,930) lowest_state : Nevada ($30,120) dispersion_ratio : 1.558x --- TOP STATES BY WAGE (46 total) --- Manufacturing emp: 48,020 median: $ 40,310 Retail Trade emp: 11,070 median: $ 39,270 Wholesale Trade emp: 3,140 median: $ 34,670 Administrative and Support and Waste Management and Remediation Services emp: 1,430 median: $ 35,740 Transportation and Warehousing emp: 420 median: $ 49,040 Agriculture, Forestry, Fishing and Hunting emp: 360 median: $ 30,780 --- TOP INDUSTRIES BY EMPLOYMENT (6 total) --- Manufacturing emp: 48,020 median: $ 40,310 Retail Trade emp: 11,070 median: $ 39,270 Wholesale Trade emp: 3,140 median: $ 34,670 Administrative and Support and Waste Management and Remediation Services emp: 1,430 median: $ 35,740 Transportation and Warehousing emp: 420 median: $ 49,040 Agriculture, Forestry, Fishing and Hunting emp: 360 median: $ 30,780
Wikipedia — no exact match (0 words)
N/A ↗ · CC BY-SA 4.0
exact_match_status : no_exact_match matched_title : N/A match_score : 0.0000 wikidata_qid : N/A word_count : 0 wikipedia_url : N/A license : CC BY-SA 4.0 fetched_at : 2026-06-02T23:06:48.387095Z --- SEMANTIC NEIGHBORS (5) --- Title: United Food and Commercial Workers (similarity: 0.4706) URL: https://en.wikipedia.org/wiki/United_Food_and_Commercial_Workers QID: Q3538166 Extract: The United Food and Commercial Workers International Union (UFCW) is a labor union representing approximately 1.2 million workers in the United States and Canada in industries including retail; meatpacking, food processing and manufacturing; hospitality; agriculture; cannabis; chemical trades; secur Title: Smithfield Foods (similarity: 0.2000) URL: https://en.wikipedia.org/wiki/Smithfield_Foods QID: Q1477575 Extract: Smithfield Foods, Inc., is a Hong Kong-owned pork producer and food-processing company based in Smithfield, Virginia. Founded in 1936 as the Smithfield Packing Company by Joseph W. Luter and his son, the company is the largest pig and pork producer in the world. In addition to owning over 500 farms Title: List of industrial disasters (similarity: 0.2581) URL: https://en.wikipedia.org/wiki/List_of_industrial_disasters QID: Q627843 Extract: This article lists notable industrial disasters, which are disasters caused by industrial companies, either by accident, negligence or incompetence. They are a form of industrial accident where great damage, injury or loss of life is caused. Title: Food and biological process engineering (similarity: 0.4110) URL: https://en.wikipedia.org/wiki/Food_and_biological_process_engineering QID: Q55647809 Extract: Food and biological process engineering is a discipline concerned with applying principles of engineering to the fields of food production and distribution and biology. It is a broad field, with workers fulfilling a variety of roles ranging from design of food processing equipment to genetic modific Title: Hormel Foods (similarity: 0.2174) URL: https://en.wikipedia.org/wiki/Hormel_Foods QID: Q1454852 Extract: Hormel Foods Corporation, doing business as Hormel Foods or simply Hormel, is an American multinational food processing company founded in 1891 in Austin, Minnesota, by George A. Hormel as George A. Hormel & Company. The company originally focused on the packaging and selling of ham, sausage and oth
Claude Inference — claude-sonnet-4-20250514 · confidence:medium · $0.0320
inferred_at: 2026-06-04T01:17:03 UTC · Boise Standard inference pipeline v1.0
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : medium
confidence_notes : Limited detailed occupational data due to catch-all nature of classification, but wage and industry data provide solid foundation for market intelligence analysis.
inferred_at : 2026-06-04T01:17:03.718846+00:00
tokens_input : 2,157
tokens_output : 3,156
cost_usd : $0.031958
wikipedia_used : False
wikipedia_title : None
wikipedia_note : No exact Wikipedia match found; semantic neighbors focus on labor unions and food companies rather than specific occupational roles. The United Food and Commercial Workers union context suggests this workforce may be represented by organized labor in some settings.
--- PROSE FIELDS ---
ROLE SUMMARY:
Food Processing Workers, All Other encompass specialized roles in food manufacturing not covered by other occupational classifications, operating equipment and performing tasks specific to various food production processes. These workers handle diverse responsibilities from operating pasta presses to hanging poultry in processing facilities. They represent essential but niche roles within the broader food manufacturing ecosystem.
DAY IN THE LIFE:
Workers in this category perform specialized tasks unique to their specific food processing environments, such as operating pasta press machinery to create various pasta shapes or positioning poultry on processing lines for further handling. An olive pitter removes pits from olives using specialized equipment, ensuring product quality and maintaining production quotas. Yeast makers monitor fermentation processes, adjusting conditions to produce consistent yeast products for commercial use. Daily responsibilities include equipment setup, quality control checks, and maintaining sanitary conditions according to food safety regulations.
WHO THRIVES:
Individuals who succeed in these roles demonstrate strong attention to detail and can maintain focus during repetitive tasks while ensuring quality standards. They possess good hand-eye coordination and physical stamina for standing, lifting, and operating machinery throughout their shifts. Workers thrive when they have a practical orientation toward problem-solving and can follow detailed procedures consistently. Those comfortable in structured environments with clear protocols and safety requirements tend to perform well in food processing settings.
CAREER ENTRY:
Most positions require a high school diploma or equivalent, with on-the-job training provided for specific equipment and processes. Employers typically provide safety training and food handling certifications as part of initial employment. Some roles may benefit from prior experience in manufacturing or food service environments.
CAREER TRAJECTORY:
Workers can advance to lead operator positions, quality control roles, or supervisory positions within food processing facilities. Career progression often involves cross-training on multiple pieces of equipment and developing expertise in food safety protocols. Some may transition to maintenance roles or pursue specialized certifications in food processing technology.
MARKET INTELLIGENCE:
The occupation employs approximately 65,000 workers nationwide with a median annual wage of $39,680 according to BLS OEWS May 2025. Geographic wage variation is moderate, with Colorado offering the highest median wage at $46,930 and Nevada the lowest at $30,120, representing a 1.56x ratio. Manufacturing dominates employment with 48,020 positions, followed by retail trade with 11,070 workers. The concentration in manufacturing reflects the specialized nature of these roles within food production facilities.
AUTOMATION OUTLOOK:
Automation risk varies by specific role, with some specialized tasks like olive pitting potentially subject to mechanization while others requiring human dexterity and judgment remaining stable. The diverse nature of roles under this classification means automation impact will be uneven across different food processing applications.
--- REASONED EDGES ---
[task_similarity] Food Batchmakers (51-3092) — confidence:high
reasoning: Both roles involve food production processes and quality control in manufacturing environments.
data: Manufacturing industry concentration
data: Food processing environment
[skill_overlap] Food Cooking Machine Operators and Tenders (51-3093) — confidence:high
reasoning: Similar equipment operation requirements and food safety knowledge in processing facilities.
data: Equipment operation
data: Food processing specialization
[wage_band] Packaging and Filling Machine Operators and Tenders (51-9111) — confidence:medium
reasoning: Comparable wage ranges and manufacturing industry employment patterns.
data: $39,680 median wage
data: Manufacturing concentration
[job_zone] Assemblers and Fabricators, All Other (51-2099) — confidence:medium
reasoning: Both represent catch-all categories for specialized manufacturing roles requiring similar skill levels.
data: All Other classification
data: Manufacturing employment
[knowledge_overlap] Butchers and Meat Cutters (51-3021) — confidence:medium
reasoning: Shared food safety knowledge and processing environment requirements, particularly relevant for poultry hanger role.
data: Food processing specialization
data: Poultry Hanger job title
--- NORMALIZER SIGNALS ---
match_keywords : ['olive pitter', 'pasta press operator', 'poultry hanger', 'yeast maker', 'food processing', 'food worker', 'processing operator', 'food production']
exclude_keywords : ['chef', 'cook', 'server', 'cashier', 'manager']
title_patterns : ['*food*processing*', '*processing*operator', '*food*worker*', '*maker', '*pitter']
common_variations: ['food processing worker', 'processing worker', 'food production worker', 'olive pitter', 'pasta operator', 'poultry worker', 'yeast production worker', 'food processor']
Semantic Manifold — 40 terms · 5 provenance layers
employment_word_extractor.py · sources: onet_tasks | onet_dimensions | dwas | wikipedia | inference · Constitutional Law III
total_terms : 40 top_words : ['food', 'processing', 'hormel', 'manufacturing', 'equipment', 'specialized', 'smithfield', 'foods', 'united', 'union', 'facilities', 'production', 'products', 'operating', 'quality', 'safety', 'commercial', 'ufcw', 'pork', 'industrial'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── food 25 0.05274 inference inference:64% wikipedia:36% processing 13 0.02743 inference inference:62% wikipedia:38% hormel 8 0.01688 wikipedia wikipedia:100% manufacturing 6 0.01266 inference inference:83% wikipedia:17% equipment 6 0.01266 inference inference:83% wikipedia:17% specialized 6 0.01266 inference inference:100% smithfield 5 0.01055 wikipedia wikipedia:100% foods 5 0.01055 wikipedia wikipedia:100% united 4 0.00844 wikipedia wikipedia:75% inference:25% union 4 0.00844 wikipedia wikipedia:75% inference:25% facilities 4 0.00844 inference inference:75% wikipedia:25% production 4 0.00844 inference inference:75% wikipedia:25% products 4 0.00844 wikipedia wikipedia:75% inference:25% operating 4 0.00844 inference inference:100% quality 4 0.00844 inference inference:100% safety 4 0.00844 inference inference:100% commercial 3 0.00633 inference inference:67% wikipedia:33% ufcw 3 0.00633 wikipedia wikipedia:100% pork 3 0.00633 wikipedia wikipedia:100% industrial 3 0.00633 wikipedia wikipedia:100% engineering 3 0.00633 wikipedia wikipedia:100% pasta 3 0.00633 inference inference:100% environments 3 0.00633 inference inference:100% wage 3 0.00633 inference inference:100% representing 2 0.00422 wikipedia wikipedia:50% inference:50% approximately 2 0.00422 wikipedia wikipedia:50% inference:50% retail 2 0.00422 wikipedia wikipedia:50% inference:50% affiliated 2 0.00422 wikipedia wikipedia:100% afl 2 0.00422 wikipedia wikipedia:100% cio 2 0.00422 wikipedia wikipedia:100% producer 2 0.00422 wikipedia wikipedia:100% founded 2 0.00422 wikipedia wikipedia:100% largest 2 0.00422 wikipedia wikipedia:100% world 2 0.00422 wikipedia wikipedia:100% farms 2 0.00422 wikipedia wikipedia:100% pigs 2 0.00422 wikipedia wikipedia:100% disasters 2 0.00422 wikipedia wikipedia:100% caused 2 0.00422 wikipedia wikipedia:100% companies 2 0.00422 wikipedia wikipedia:50% inference:50% accident 2 0.00422 wikipedia wikipedia:100%
◈ Boise Standard Employment Graph · 51-3099.00 · built 2026-06-02 ·
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