Career Companion

What Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders Actually Move Into

Occupation move map · Production · Also covers: Food Batchmakers; Food Cooking Machine Operators and Tenders; Other Food Processing Workers

Most career-change advice for food and tobacco roasting, baking, and drying machine operators and tenders is somebody's opinion. This page is not. It is built from 58,121 observed occupation changes in the U.S. Current Population Survey — real people, tracked from one job to the next, not survey respondents describing what they would like to do.

Of every 100 food and tobacco roasting, baking, and drying machine operators and tenders who moved to a different occupation group, here is where they went.

DestinationShare of moversObservationsMove typeEvidence
Food Preparation Workers3.6%36lateralObserved
First-Line Supervisors of Retail Sales Workers8.8%27lateralThin evidence (fewer than 30)
Cooks, Fast Food3.9%22lateralThin evidence (fewer than 30)
Counter and Rental Clerks3.5%1lateralThin evidence (fewer than 30)
Cashiers3.4%15lateralThin evidence (fewer than 30)
Retail Salespersons3.0%16lateralThin evidence (fewer than 30)
Chefs and Head Cooks2.3%8lateralThin evidence (fewer than 30)
Adhesive Bonding Machine Operators and Tenders2.1%6lateralThin evidence (fewer than 30)

The most common destination is food preparation workers, at 3.6% of movers (36 observed transitions); the second is first-line supervisors of retail sales workers at 8.8% (27). Neither is a default outcome: the leading move is roughly a 1-in-28 result among people who move at all.

Occupations with a similar skill profile

Ranked by skill similarity from O*NET, not by observed moves. A place to look, not a measured path.

Who moves into food and tobacco roasting, baking, and drying machine operators and tenders

The occupations whose movers most often arrive here, by observed transitions.

How to read these numbers honestly

These are shares conditional on moving — the denominator is people in this occupation who changed to a different occupation group, not everyone in it. Most people in any given period do not move at all, so this page tells you the direction of movement, not how likely you are to move.

The underlying occupation codes are re-derived from job descriptions at each interview, which manufactures some transitions that never happened. We control for that four ways: we work at coarse occupation groupings rather than fine codes, we down-weight occupation changes not corroborated by an employer or industry change, we prefer the dependent-coded monthly survey over the retrospective annual one, and we shrink thin cells toward a skill-similarity prior. The residual uncertainty is why every row carries its observation count.

A row is marked Observed when at least 30 direct transitions were recorded; Thin evidence when fewer were; and Estimated when none were — the move to that occupation's group was observed, and the split to this particular occupation is allocated by skill similarity, so no share is shown.

Snapshot cps-movegraph-759b8583ddf6, frozen June 30, 2026. Held-out validation: precision@5 of 0.238, against 0.163 for a popularity baseline and 0.154 for a skill-similarity baseline.

What this page cannot tell you

It cannot tell you which of these moves fits your own record. A destination that many movers take is still the wrong move for most individuals — the ranking is population-level, and your last three roles, your credentials and what you actually want change it substantially.

See which of these moves your own experience already supports.

Career Companion reads your résumé and scores these destinations against what you have actually done, not against the population average. Start free →

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