Packaging Machine Operator
This is the most already-automated occupation in this batch, and the honest read is that packaging lines are highly automated for the repetitive fill-seal-box motion itself — but the operator role hasn't disappeared, it's been redefined around what machines still can't do.
We have not ingested real-world usage data for this occupation yet. We show a band only where genuine data exists, rather than estimate one.
What a packaging machine operator actually does
Packaging machine operators run the equipment that prepares finished products for storage and shipment — filling, sealing, boxing, and labeling at production-line speed. The daily work includes operating or tending machines through the packaging process, monitoring production quality and machine operation continuously rather than checking in periodically, and adjusting machine settings and temperature controls as different products or formats move through the line.
Operators inspect output and pull defective products before they reach a shipping pallet, stock materials and replenish supplies so the line doesn't stall, and handle labeling and final packaging of finished items.
A large part of the real, day-to-day skill in this job is what happens between runs and when things go wrong: reconfiguring a line for a new product format, clearing a jam that's stopped production, and doing a thorough line-clearance quality check between batches so no leftover product from the last run ends up mixed into the next one.
Why it reads this way
This is the most already-automated occupation in this batch, and the honest read is that packaging lines are highly automated for the repetitive fill-seal-box motion itself — but the operator role hasn't disappeared, it's been redefined around what machines still can't do. PMMI's own 2025 'State of the Industry' report found 65% of packaging operations plan to add automation, cobots, or robotics in the next year, driven explicitly by labor shortages rather than an intent to eliminate the role.
What consistently remains for a human across the sources reviewed: changeovers between product formats, since machines still can't fully self-configure for a new product; line clearance and quality checks between batches, described as depending on human judgment; and jam-clearing, where an operator still has to physically step in — cutting a film tail or clearing a blockage — when a line stops.
That's also the likely reason BLS projects real growth (5-6%, a 'Bright Outlook' designation) for this occupation rather than decline, despite its high existing automation level. No government license applies to this occupation.
Skills this role draws on
We don't yet have task-by-task time-share data for this occupation, so we can't show which specific tasks carry the exposure score above. This is the real skill set instead.
Typical salary range (USD)
$33,390–$60,030
Average: $43,220/yr
Range source: BLS Occupational Employment and Wage Statistics, Packaging and Filling Machine Operators and Tenders (51-9111.00), 2025 release
Average source: BLS Occupational Employment and Wage Statistics, Packaging and Filling Machine Operators and Tenders (51-9111.00), 2025 release, accessed via O*NET OnLine / My Next Move — direct bls.gov access returned HTTP 403 during research
Nearest jobs by score
Related careers
Head-to-head comparisons
Packaging Machine Operator scores 85/100 (Safe band) despite being the most already-automated occupation in this batch — the operator role hasn't disappeared, it's been redefined. PMMI's 2025 'State of the Industry' report found 65% of packaging operations plan to add automation or robotics in the next year, driven by labor shortages rather than an intent to eliminate the role. What consistently remains human: changeovers between product formats, line-clearance quality checks between batches, and physically clearing jams. This is also the likely driver behind BLS's 5-6% 'Bright Outlook' growth projection despite high existing automation. No government license applies.
This is a researched judgment (checklist v1.2), not a statistical measurement — it sits alongside, not instead of, the structural exposure signal above. Next scheduled review: 2027-02-11.
Data sources & methodology
Salary data: BLS Occupational Employment and Wage Statistics, Packaging and Filling Machine Operators and Tenders (51-9111.00), 2025 release. Min/max figures represent the 10th–90th percentile annual wage range across the United States. Average figure sourced separately: BLS Occupational Employment and Wage Statistics, Packaging and Filling Machine Operators and Tenders (51-9111.00), 2025 release, accessed via O*NET OnLine / My Next Move — direct bls.gov access returned HTTP 403 during research.
Automation Risk Score: Based on O*NET occupational analysis (51-9111.00) evaluating task complexity, physical requirements, social intelligence, and environmental variability. Methodology based on research from Frey & Osborne (Oxford, 2017).
Growth projections: 5-6% (2024-2034), faster than average, Bright Outlook, based on BLS Occupational Outlook Handbook.