JobPolaris

03/10/2026

We’ve been told for a decade that desk jobs, data processing, and administrative roles were the "safest" bets for a stable career. But the data says otherwise.

I just published a deep dive into the U.S. labor market using real Department of Labor (O*NET) data, and the results completely invert what we thought we knew about job security. It's what I call the Automation Illusion.

If your daily work involves processing predictable, structured information, you are sitting directly in the AI blast radius. The real safety lies in roles structurally protected by one of three human moats:

🛠️ The Physical World (Troubleshooting unpredictable environments)
❤️ Empathy & Trust (High-stakes social negotiation and care)
🧠 Chaos & Creativity (Unstructured leadership and novel synthesis)

I put together an AI-Resistance Chart (attached below!) that maps out exactly which industries are vulnerable and which are shielded from automation.

Traditional job boards want to keep you trapped in a cycle of keyword matching, using your past titles to dictate your future. It's time to break that cycle, discover your true Work Identity, and pivot toward a career that AI can't touch.

Read the full breakdown and see the exact data behind the chart here:
🔗 https://jobpolaris.com/compass/automation-illusion-ai-safe-jobs

Take a look at the chart—where does your current role fall? Let me know in the comments! 👇

02/24/2026

Hey neighbors! I’m a software developer and I/O psychology grad living over in the Charlotte area.

Over the last few years, I’ve watched a lot of friends and colleagues deal with severe career burnout. The standard advice of "just update your resume" wasn't working. So, for the last 8 years, I’ve been quietly building a solution.

I just officially launched JobPolaris, a career-matching web app that uses actual psychometrics to match your underlying skills and interests to new career paths—even ones you've never considered. It completely ignores job titles and looks at how your brain actually works.

I’m a solo, local founder, and I’m in the 'Beta' testing phase right now. I would absolutely love it if some local folks wanted to test drive the algorithm and give me some feedback on your matches!

It’s completely free to start the assessment. Let me know if it gives you any surprising 'Super Matches'!

Link: https://jobpolaris.com/

Thanks for supporting local tech! – Clay

Discover your career archetype with the JobPolaris assessment. Matches based on psychology, not just keywords.

02/15/2021

Learn about the job of an esthetician through this in depth interview with . We will explore her journey from Realty to Beauty. She'll tell us about sanitation, common services and procedures offered by estheticians, and the difference between cosmetologists and estheticians. We'll also discuss what the field means to her and how her personality works for the job.

You can contact Taylor the Esthetician on social media with the handle to book services or converse.

If you are interested in being interviewed about your job for Job Canary, contact handle on social media or email [email protected]

Learn about the job of an esthetician through this in depth interview with . We will explore her journey from Realty to Beauty. She'll...

04/08/2020

Does your job require emotional labor? Let us know. :) Performing is like deep acting, where it resonates with you and you aren't performing. To the contrary, surface acting is put-on.

Emotional labor is a situation when employees are required to exude certain emotions as part of their job. The standards dictate what emotions are expected o...

03/27/2020

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10/09/2019

In the wake of the U.S. Supreme Court hearing arguments related to the Title VII protections against discrimination for the LGBTQ community, this short video reviews the key laws that provide legal protection against employment discrimination.

Legal issues in hiring

10/01/2019

Learn about the history of the field of Industrial and Organizational Psychology.

A short introduction to Industrial and Organizational (I-O) Psychology. Includes definition, background and brief history.