Posting jobs that actually fill: lessons from 200 farmworker applications
Wage transparency, transport, and start date specifics drive the largest application-rate differences in our pilot data. Here is what to keep, what to drop.
Wage range or hourly, never "competitive"
Listings that include a specific hourly wage or piece rate received 3.4x more applications in pilot data than listings that said "competitive" or omitted wages. Workers calculate quickly: gas, transport time, and time away from family are real costs. A vague wage signals you are not ready to commit, and the application rates reflect that.
Transport: yes, no, or pickup point
For workers without reliable transport, "no transport provided" is not a deal-breaker if you state a specific pickup or meeting point near a population center. The deal-breaker is uncertainty. Listings that name a Tulare or Fresno meeting location, plus the time, fill 60% faster than listings that just give a field GPS coordinate.
Specific start dates beat ranges
"Starts April 22" outperforms "starts in late April" by a wide margin. Workers plan around exact dates. They have other work to confirm or decline, family logistics, and often a tight window between seasons. A specific date is a commitment they can plan around. A range reads as "we are not sure".
Bilingual posting beats English-only
Spanish-only listings outperform English-only listings in California Central Valley applications by 5x. Bilingual listings outperform Spanish-only by another 25%, mostly from second-generation workers who scan in English first. AGCONN auto-generates the Spanish version of any English posting, so this is no longer a content lift.
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