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Careerflow Human Data Labs partners with AI companies to bring real-world professional expertise into their products.
We are working with an AI research organization that is building systems capable of handling long, multi-step professional work. To do that well, those systems need to learn from how expert practitioners actually operate, not from generic online content.
Choose one recurring task from your own work that spans days to months for example, taking a client from first inquiry through a fully booked multi-leg itinerary and post-trip follow-up)
Complete a structured online form documenting that task end to end, at a level of detail where someone who has never done the job could follow it
Cover the specifics: exact thresholds, scoring criteria, escalation paths, message channels, tool access, failure modes
This is expected to take approximately 10 hours of total time and can be completed in multiple sittings.
If you do well, you may be extended to provide multiple such submissions.
3+ years as a travel advisor or agent with your own client book, independent or host agency affiliated
Currently or recently practising
Experience serving US clients or the US market
Comfortable writing at length and being precise about timing and rules
Available for 8-12 hours of focused work over a 7-10 day window
The entire process is intended to be quick and simple, taking less than an hour or two of your time, with quick results.
You will need to go through an AI-driven interview (10-15 minutes) explaining your general background
You will need to perform a small assessment that mimics the actual work (~30 minutes)
Final review by in-house team
Company: Careerflow Human Data Labs
Type: Part-time contract (1099), fully remote (US)
Location: United States only
Commitment: 10-20 hours/week (flexible scheduling, weekends okay)
Compensation: $50 - 80 / hr (depending on experience)
Start date: Immediate
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