Meeting/Event Information
LASHRM November Meeting | AI Recruiting Isn’t Magic – It’s Math (and You’re Missing The Formula)

November 18, 2026
11:30 AM - 1:00 PM
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Osteria Emilia
501 Front St S
La Crosse, WI 54601
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This is a hybrid event. In-person attendees will meet at Osteria Emilia (501 Front St S, La Crosse, WI). Parking is available behind the restaurant.
A job post is more than a recruiting advertisement—it is foundational data that influences how AI screens candidates, generates knockout questions, designs assessments, and supports decisions throughout the hiring process. AI can’t find the right candidate if you haven’t clearly defined what “right” means.
In this session, you’ll learn how to partner with hiring managers to turn business needs into clear, structured, and measurable job requirements—and then use AI to transform those requirements into stronger job posts. You’ll explore where technology can accelerate the process and where human judgment is essential for accuracy, consistency, and bias reduction.
You’ll learn how to:
- Lead more effective hiring manager intake conversations by asking questions that uncover the skills, outcomes, requirements, and deal-breakers that truly matter.
- Use AI to draft and refine job posts while maintaining human oversight and organizational context.
- Create structured job posts that provide better inputs for screening, knockout questions, assessments, sourcing, and other recruiting technologies.
- Audit job posts for clarity, consistency, compliance, and potential bias using practical tools and repeatable processes that measure the business impact and inform future people-strategy decisions.
During this meeting, the speaker will help us:
- Identify the essential data AI recruiting systems need and how to gather that information during a hiring manager intake meeting.
- Evaluate how structured, accurate job posts enable automation across the recruiting lifecycle, including screening, knockout questions, and assessment design.
- How to write a job post with AI tools.
- Analyze and apply metrics that quantify the business impact of improving job posts, allowing participants to measure ROI and strengthen future people-strategy initiatives.
More about the Speaker:
Katrina Kibben is a recruiting consultant, job post expert, and bestselling author that helps organizations hire the right people faster.
With more than 15 years of experience working with global recruiting teams at Zoom, Monster.com, and Randstad Sourceright, Katrina is known for their weekly blog that offers free templates and tools for recruiters.
A LinkedIn Top Voice on Hiring, their insights have been featured on CNBC, The New York Times, NPR, and Forbes. They are also the author of two books, This Was All An Accident and The Bounce Back Factor.
When Kat isn't writing or speaking on stages around the world, they're happy to be at home in Rockford, IL with their fiancé and the dogs behind the name of their company, Three Ears Media.
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