Hiring managers keep passing on their best candidates because they haven't figured out what great looks like before the first interview starts. The strongest batch comes in early, gets overlooked, and by the time the team circles back, those people are gone. Months of searching for a needle in a haystack that was sitting on the desk the whole time.

The companies that hire well right now are the ones doing the calibration work before the search opens, and refusing to use company logos as a proxy for capability.

Simran Sidhu leads talent acquisition for Shopify's commercial teams. Before Shopify, she built hiring and people functions from the ground up at startups and scale-ups across Toronto, including Relay, Pocket HR, and Out of Office HR. In this episode, she breaks down the most costly hiring mistake she sees repeated everywhere, the hidden bias baked into how companies source candidates, and the interview format Shopify uses with every single hire, from intern to executive: the Life Story.

What you'll learn:
→ Why slow decision-making is the most expensive hiring mistake, and the calibration fix
→ How big-tech and consultancy backgrounds became a bias disguised as quality
→ What Shopify's Life Story interview actually evaluates (taste, judgment, agency)
→ Why AI is making every resume and every set of interview notes look the same
→ The one-line human override Simran requires on every candidate debrief

GUEST
Simran Sidhu, Talent Acquisition, Commercial, Shopify

LinkedIn → https://www.linkedin.com/in/simranasidhu/

HOST

Anita Chauhan, Head of Brand and Thought Leadership at Willo, Founder at InGoodCo. https://www.linkedin.com/in/anitachauhan/

In this episode:

TIMESTAMPS
00:00 Intro
02:39 The biggest hiring mistake companies make
08:16 Hidden hiring bias in big tech recruiting
13:16 Shopify’s Life Story Interview
18:58 AI-generated resumes and interviews
21:59 How Shopify approaches AI usage in hiring
23:27 The problem with AI-written interview notes

LISTEN & FOLLOW
Apple Podcasts → https://podcasts.apple.com/us/podcast/looks-good-on-paper/id1625835562
All episodes → https://looksgoodonpaper.buzzsprout.com

WATCH ON YOUTUBE
→ https://youtu.be/gm_30sNXZ8o

POWERED BY WILLO
Hire humans, not resumes.

https://www.willo.video/looks-good-on-paper

CONNECT WITH US
LinkedIn → https://www.linkedin.com/company/10170893

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The most common reason companies lose their strongest candidates is not compensation or competition. It is indecision. Hiring managers who have not calibrated their evaluation criteria before interviewing pass on strong early candidates, extend the search, and recognize the original batch was the strongest only after those candidates have moved on. This pattern compounds with employer brand damage: roles that stay posted for months signal dysfunction to the market. Companies like Shopify have restructured their interview process around a Life Story conversation that evaluates judgment, self-awareness, and agency rather than credentials, titles, or company logos. As AI-generated resumes and AI-summarized interview notes become ubiquitous, the ability to assess a candidate's reasoning and decision-making history, not their polished output, is emerging as the primary differentiator in talent acquisition.

Show Resources

• Willo: willo.video - The most cost-effective way to screen candidates at scale. Interview candidates anywhere & at any time
• CV Free Toolkit: cvfree.me/join - Break up with the CV and get everything you need to modernize your hiring approach with skills-based assessments
• Anita Chauhan: linkedin.com/in/anitachauhan - Connect with the host