Opinion · Tech & Parenting
The kids being optimized the hardest are the ones I keep passing over in interviews.
The global private tutoring market hit $134 billion in 2025. IMARC Group projects it reaching $248 billion by 2034. The professionalization of childhood is one of the largest consumer categories on the planet, growing faster than most of tech.
I run engineering teams. I have hired hundreds of people over 20 years. The candidates I turn down most often at the top of the pile are not the ones with gaps in their resumes. They are the ones whose resumes look like they were assembled by a consultant, because usually they were.
That is the actual problem. We are paying enormous sums to remove exactly the parts of childhood that make someone worth hiring later. We are training kids to be world-class library callers in a world that needs architects who can build from scratch.
The polished kids show up with the vocabulary of leadership and the fluency of pitching. What they do not show up with is the thing you cannot buy: a real, weird, personal reason for being interested in the work. That reason gets built in the messy, unsupervised hours nobody was billing for.
The unstructured hours are the ones that build the person underneath the resume.
The Numbers
What Optimizing a Kid Actually Costs Now
$134BGlobal, IMARC Group
$248B7.1% annual growth
13 : 1Richest 10% vs poorest 25%
75.7%Participation in private ed
A November 2026 study from the University of Maryland, covered in Fortune, found that the richest 10 percent of American families now outspend the poorest quarter on childcare, education, and extracurriculars by 13 to 1. In the early 1980s the ratio was 3 to 1. The average American child receives about $502,000 in total investment from birth to age 18, counting government spending, family spending, and time. The gap is widest before age five, where children from the poorest quarter get about $44,000 less than those at the top.
Coastal tech families now pay $10,000 a year for a single research mentorship. Debate camps run $5,000. "Executive presence" coaching for 12 year olds is a real product with a real price list.
South Korea offers the preview of where the professionalization of childhood leads. Ministry of Education data released in March 2026 shows total private education spending hit 27.5 trillion won in 2025. Three quarters of all students participate. Monthly spending per participating student reached 604,000 won, the highest figure on record. Full-time boarding hagwons charge 3.5 million won a month, about $2,500. And 61 percent of Korean parents using hagwons told the Korean Institute for Curriculum and Evaluation that they feel they have no choice but to send their child, even though they have doubts. Most participants do not believe in the system. They are afraid of what happens if they opt out.
The Software Analogy
Why the Framework Kills the Architect
Every senior engineer knows the difference between a framework and fundamentals. A framework like React or Django lets you ship fast by following rules someone else wrote. Fundamentals let you build the things frameworks do not cover. Memory management. Network protocols. How the kernel actually works.
The success programs sold to parents right now are frameworks for childhood. They give a 12 year old a taxonomy for "leadership" and a mentor to guide the "research project." The output is a candidate who can execute a pitch flawlessly. What they cannot produce is someone who invents the next pitch worth executing.
William Deresiewicz coined the phrase Excellent Sheep in his 2014 book, arguing that elite college pipelines produce high-achieving kids who have jumped through every hoop and have no idea what they would do if the hoops stopped appearing. He wrote that over a decade ago. The pipeline has only gotten more efficient at producing exactly what he warned about.
The pattern shows up in every hiring loop I run. The polished candidates give answers that sound rehearsed because they are rehearsed. They have been coached to frame every experience as a leadership opportunity and every setback as a growth moment. The raw candidates stumble over their words and then say something genuinely interesting about a problem they spent months thinking about. The stumbling is the tell. It means the thought is actually theirs.
These kids are extremely smart. They have never had to sit with a problem that did not come with a rubric. Give them a well-defined task and they crush it. Ask them what to work on and why, and you will watch a very expensive resume freeze up in front of you.
The Selection
Why the Professionalization of Childhood Fails at 3 Percent
Harvard admitted roughly 3.2 percent of applicants for the Class of 2030. Yale took 4.23 percent. A 2026 Education Next analysis of nearly 860,000 Common App submissions found that applicants disproportionately report the same small set of roles and leadership titles, clustering in a narrow band of activities. The article called it "The Hidden Conformity of Standing Out."
When you are picking 3 percent, sameness is a death sentence. What separates a yes from a no at that margin is the odd, unmarketed obsession a coached applicant would have been advised to drop years earlier for something more resume-friendly.
The kid who spent three summers reverse-engineering the economy of an obscure video game stands out. The kid whose parents paid a PhD to co-author her "immunology research" does not.
When every applicant in a peer group has a mentor and a research paper, neither functions as a differentiator anymore. They are the new baseline, and buying a slightly nicer version of the baseline does not help. It costs more.
When a signal becomes universal it stops being a signal. Research mentorships, summer nonprofits, and leadership titles were genuine differentiators 15 years ago. Today they are the minimum viable application. The kids who get in are the ones who did something the consulting industry had not yet productized.
The Fix
Four Rules for Un-Optimizing Your Kid
None of this means indifference. It means investing in the parts of childhood that do not have a market yet, because those are the parts that actually compound.
The gap between boredom and action is where kids figure out what they actually want to do. If every hour is programmed, they never have to answer that question. Eventually they stop being able to.
A messy project the kid built alone is worth more than a slick one built with adult supervision. Support hobbies that do not have a competition or a college essay attached to them.
If you work in a technical field, you already know what real competence looks like. Outsourcing mentorship to a paid platform turns your kid into a customer of their own development. That is a bad relationship to set up early.
Enrichment programs sell a guaranteed floor of competence. What they cost is the possibility of a much higher ceiling that only comes from following an obsession the market did not approve of first.
The candidates I keep hiring, the ones who become architects rather than executors, share a specific background. They had one weird thing they cared about for a long time, and nobody was checking on them while they did it. That formula cannot be scaled and cannot be sold.
The global enrichment industry will hit a quarter trillion dollars within a decade. Most of that money will produce competent, credential-bearing graduates who interview well and build nothing original. The outliers will come from garages and bedrooms and obscure corners of the internet where nobody was optimizing anything.
The future belongs to the un-clonable. Every dollar spent making a kid more like every other kid in her cohort is a dollar spent making her more automatable.
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