High AI Risk Average

Furnace, kiln, oven, drier, and kettle operators and tenders

SOC Code: 51-9051

Furnace, kiln, oven, drier, and kettle operators and tenders carries a 42% AI exposure score (High automation risk), with a median annual wage of $47,010 and +3.0% projected employment growth from 2024 to 2034 (BLS), affecting approximately 16,500 workers. Full task breakdown, skills, and employer data are below.

AI Exposure Score
42% High

Proportion of tasks susceptible to AI automation (O*NET analysis)

Projected Growth
+3.0%
2024–2034 (BLS)
+500 jobs
Median Annual Wage
$47,010
BLS May 2024
How wage figures are sourced →

AI Exposure vs Industry Growth

Workforce demand by occupation Sanctioned bespoke signature viz (@signature-viz, KIZ-799) showing occupation-level workforce demand from BLS OEWS data. Pure SVG, no external dependencies.Projected Growth 2024-2034 (BLS)Technology+12.8%Healthcare+10.2%Professional+7.8%Education+5.8%Construction+4.5%Finance+4.6%Logistics+3.2%Government+1.2%Manufacturing-2.1%Retail-3.4%
National AI Exposure
40%
Average across all occupations
Avg Wage Growth
+3.2%
Median annual wage change
High-Risk Roles
127
Occupations with >70% AI exposure

Total occupations tracked

832

Covering all SOC major groups

Data currency

2024

BLS Employment Projections

AI exposure avg

40%

Fleet-wide median across all roles

Methodology confidence 92.0%
Industry standard

Composite score weighing O*NET task data completeness, BLS projection methodology, and cross-validation with employer risk grades.

Employment Projections

16,500
Employment 2024
17,000
Projected 2034
+3.0%
Change (%)
+500
Change (jobs)

Occupation Insight

Furnace, kiln, oven, drier, and kettle operators and tenders (SOC 51-9051) carries an AI exposure score of 42%, placing it in the High automation-risk tier. This score is computed from O*NET Database 30.0 task-level analysis, where each task an occupation performs is evaluated against current generative AI, robotic process automation, and machine-learning capabilities. A score in the 40–70% range indicates meaningful automation pressure on specific task categories, but the role as a whole still requires human judgment for coordination, exception handling, or client interaction.

The economic context matters alongside the risk score. BLS counted approximately 16,500 workers in this occupation in 2024, and projects a +3.0% change through 2034 — modest growth that keeps the occupation viable even as tasks evolve. Median annual compensation stands at $47,010, reflecting both skill scarcity and the value employers place on the tasks that remain difficult to automate. Entry typically requires High school diploma or equivalent, plus None of related experience.

For career planners, this profile should be read alongside the task, skill, and knowledge breakdowns below and the list of employers whose workforce composition includes Furnace, kiln, oven, drier, and kettle operators and tenders. Adjacent occupations shown further down offer lateral moves that preserve industry knowledge while potentially reducing exposure. Pair the AI exposure score with the BLS employment projection and wage percentiles above for a complete career assessment.

Education & Entry Requirements

Typical Education
High school diploma or equivalent
Work Experience
None
On-the-Job Training
Moderate-term on-the-job training

Top Tasks (O*NET)

  1. 1. Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
  2. 2. Confer with supervisors or other equipment operators to report equipment malfunctions or to resolve production problems.
  3. 3. Press and adjust controls to activate, set, and regulate equipment according to specifications.
  4. 4. Record gauge readings, test results, and shift production in log books.
  5. 5. Stop equipment and clear blockages or jams, using fingers, wire, or hand tools.
  6. 6. Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
  7. 7. Examine or test samples of processed substances, or collect samples for laboratory testing, to ensure conformance to specifications.
  8. 8. Load equipment receptacles or conveyors with material to be processed, by hand or using hoists.
  9. 9. Remove products from equipment, manually or using hoists, and prepare them for storage, shipment, or additional processing.
  10. 10. Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.

Key Skills Required

  • Operations Monitoring
  • Reading Comprehension
  • Active Listening
  • Speaking
  • Critical Thinking
  • Monitoring
  • Operation and Control
  • Quality Control Analysis
  • Writing
  • Coordination

Knowledge Areas

  • Mechanical
  • Production and Processing
  • Public Safety and Security
  • Computers and Electronics
  • English Language
  • Education and Training
  • Mathematics
  • Administration and Management
  • Customer and Personal Service
  • Chemistry

Frequently Asked Questions

Will AI replace Furnace, kiln, oven, drier, and kettle operators and tenders?

Furnace, kiln, oven, drier, and kettle operators and tenders has an AI exposure score of 42%, indicating a high level of automation risk. Some tasks in this role can be augmented or partially automated by AI, but core responsibilities require human judgment.

What is the job outlook for Furnace, kiln, oven, drier, and kettle operators and tenders?

According to BLS Employment Projections 2024-2034, Furnace, kiln, oven, drier, and kettle operators and tenders is projected to grow by 3.0% over the decade. Current employment stands at approximately 16,500 workers.

What skills are needed for Furnace, kiln, oven, drier, and kettle operators and tenders?

Key skills for Furnace, kiln, oven, drier, and kettle operators and tenders include Operations Monitoring, Reading Comprehension, Active Listening, and others. Typical entry-level education is High school diploma or equivalent.

How much do Furnace, kiln, oven, drier, and kettle operators and tenders earn?

The median annual wage for Furnace, kiln, oven, drier, and kettle operators and tenders is $47,010, according to BLS Occupational Employment and Wage Statistics (May 2024). Actual earnings vary by location, experience, industry, and employer. The BLS publishes detailed wage percentiles by region in its Occupational Employment and Wage Statistics program.

What education is required for Furnace, kiln, oven, drier, and kettle operators and tenders?

The typical entry-level education for Furnace, kiln, oven, drier, and kettle operators and tenders is High school diploma or equivalent. Employers generally expect None of related work experience. On-the-job training typically involves Moderate-term on-the-job training. Requirements can vary by employer and specialization.

Which companies employ Furnace, kiln, oven, drier, and kettle operators and tenders?

Furnace, kiln, oven, drier, and kettle operators and tenders roles exist across many industries and employers. Workforce composition is estimated from BLS industry-occupation employment distributions matched to SEC-registered public companies.

AI Exposure Rating

2.1
out of 5.0

High automation risk based on 10 analyzed tasks. A moderate share of tasks may be augmented by AI tools.

Data sources: Bureau of Labor Statistics Employment Projections 2024–2034 and O*NET Database 30.0. Employment figures are rounded. Wage data from BLS Occupational Employment Statistics (OES).

Related

Data sourced from official public datasets. See our methodology for details. Retrieved and formatted by PlainWorkforce Editorial