The cursor flickers on my screen exactly 46 times per minute. I’ve been staring at it long enough to time the pulse of the digital void. It’s 2:16 AM, and I just received a rejection notice for a position I’m objectively overqualified for. The email arrived 6 seconds after I hit submit. No human being read my 16 years of experience. No human being saw the $86 million in revenue I generated at my last firm or the way I mentored a team of 36 through a global merger. A machine simply scanned my PDF, noticed I used the word ‘managed’ instead of the keyword ‘led,’ and decided I was garbage.
I’m sitting here in the dark, still a little raw because I cried during a soup commercial earlier this evening-the one where the grandmother leaves the recipe on a sticky note. My emotional skin is thin today. This rejection feels like a personal indictment, but it’s actually just a failure of the efficiency theater we’ve built around human potential. We have automated the soul out of the search, and in doing so, we’ve created a landscape where the best liar-or the best keyword stuffer-wins.
Fatima Y. knows this better than anyone. Fatima is a virtual background designer I met in a forum for the chronically underemployed. She doesn’t just make pretty pictures for Zoom; she crafts identities. For $256, she will design a digital office for you that screams ‘Executive Vice President’ even if you’re taking the call from a walk-in closet in a studio apartment you share with two cats and a broken radiator. She understands that the hiring process isn’t about who you are; it’s about the projection of who the algorithm thinks you should be.
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Fatima once told me about a client who had 26 years of deep-sea engineering experience. He was a titan in his field. He couldn’t get a callback for a mid-level role because his résumé didn’t mention ‘synergy’ or ‘cross-functional collaboration’ enough times to satisfy the Applicant Tracking System (ATS). He was too busy actually doing the work to learn the vocabulary of the people who pretend to do the work.
This is the great tragedy of the modern era: we are prioritizing scalable, defensible mediocrity over the messy, human process of identifying true talent. It’s a risk mitigation strategy. If a company hires a candidate who fits all the boxes and they fail, the HR department can point to the data and say, “See? They had the 96% match score. We followed the process.” But if they hire a wild card-a poet who happens to be a genius at logistics, or a 16-year veteran who uses ‘managed’ instead of ‘led’-and that person fails, someone has to take the blame. We have traded excellence for safety, and the résumé is the shield we hide behind.
The algorithm is a wall, not a bridge.
The Accidental Submission
I remember making a mistake once, about 6 years ago. I was so exhausted from the ‘easy apply’ grind that I accidentally uploaded my weekly grocery list instead of my cover letter for a high-stakes consulting gig. The terrifying part? I got an automated invite for a first-round screening. Apparently, my need for ‘organic kale’ and ‘almond milk’ hit some weird linguistic resonance with their internal culture requirements. I didn’t go to the interview. I couldn’t bear the thought of discussing my strategy for produce procurement with a straight face.
Culture Fit: Produce Procurement Strategy
This obsession with standardized markers is everywhere. It’s not just in hiring. Think about how we treat our bodies. We go to a doctor, they run a standard blood panel, and if your numbers fall within the ‘normal’ range-even if that range is as broad as the Atlantic-they tell you you’re fine. But you don’t feel fine. You’re exhausted, your brain is foggy, and you’re crying at commercials for canned soup.
Normal vs. Optimal: The Functional Divide
Standardized testing in medicine often misses the nuance of individual health in the exact same way an ATS misses the nuance of a career. In the same way that Functional Medicine looks beyond a standardized blood panel to find the actual root cause of a patient’s fatigue, we need a hiring system that looks beyond the keyword list to see the person. Functional medicine understands that ‘normal’ isn’t the same as ‘optimal.’ A résumé that passes a keyword scan is ‘normal.’ A human being who can actually solve your company’s problems is ‘optimal.’ But finding the optimal requires looking at the whole system, not just the data points that are easiest to measure.
Process Compliant
Performance Delivered
We’ve been doing this for a long time. Leonardo da Vinci wrote the first recorded résumé in 1486. He sent a letter to the Duke of Milan listing his skills-mostly his ability to design bridges and armored vehicles. He didn’t use keywords. He didn’t worry about whether the Duke’s secretary was using an AI scanner. He spoke about what he could build. If Da Vinci were alive today, he’d probably be rejected from a junior drafting position because he didn’t have a four-year degree in AutoCAD and his LinkedIn profile didn’t have enough endorsements for ‘Renaissance Polymathy.’
I often wonder what Fatima Y. thinks when she’s designing those fake bookshelves for people. She’s adding books with titles like ‘Disruptive Innovation’ and ‘The 76 Habits of Highly Effective Leaders.’ It’s all a costume. We are all putting on costumes to satisfy a machine that doesn’t have eyes. We’ve turned the job hunt into a game of search engine optimization where the ‘search engine’ is a recruiter who spends an average of 6 seconds looking at a document before deciding your fate.
The Laziness of the Filter
There is a profound laziness in this. We say we want diversity, we say we want ‘out-of-the-box’ thinkers, but our tools are designed to filter for the box. If you don’t fit the 8.5×11 rectangle, you don’t exist. I’ve spent the last 46 minutes trying to rewrite my experience to sound more like a robot wrote it. I’m replacing ‘helped’ with ‘facilitated’ and ‘fixed’ with ‘optimized.’ Every time I change a word to satisfy the machine, I feel a little bit more of my actual history evaporating.
I’m not saying we should go back to the days of hand-written letters and ‘who you know’ networks-those had their own 296 levels of bias and exclusion. But we have to acknowledge that the current system is a failure of imagination. We are using 21st-century technology to enforce 19th-century bureaucracy. We are treating human beings like spare parts in a machine rather than the architects of the machine itself.
We are optimizing for the wrong things.
Gardening for Truth
Fatima sent me a message last week. She’s thinking of quitting the background design business. She said she’s tired of helping people pretend to be something they’re not just to get a job they’ll probably hate because the company doesn’t actually value who they are. She’s thinking of becoming a gardener.
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There are no keywords in the dirt, she said. The plants either grow or they don’t, based on the quality of the soil and the care they receive, not based on whether they describe their photosynthesis as ‘leveraging solar assets.’
I laughed when she said that, but then I felt that familiar stinging in my eyes again. It’s that soup commercial sensitivity. We are all just looking for a place where we can be useful without having to translate our lives into a language that no one actually speaks. We want to be seen.
The Reclaimed Document
If the résumé is dead, it’s because we killed it by making it a performance for an audience of none. The long live the résumé part? That only happens if we reclaim the document as a story rather than a data dump. Until then, I’ll be here, staring at the flickering cursor, wondering if I should change ‘organized’ to ‘orchestrated’ for the 16th time tonight.
The Humanity We Filtered Out
Is the person on the other side of the screen even looking for me, or are they just looking for a reflection of the algorithm they’ve been told to trust? And if we finally stop pretending that a piece of paper is a person, what are we actually going to do with all that humanity we’ve been filtering out?