This is Part 2 of a three-part series. If you missed Part 1: The Impossible Math, start there.

Part 2: Privilege Dressed As Strategy

Or: When Career Advice Comes From The Top

Career advice loves to sell you systems. Formulas. Frameworks. Just follow these steps, use this method, apply this structure — and job offers will follow.

What they don’t tell you: these strategies only work when you already have advantages.

The people giving this advice got their breaks through some combination of timing, luck, connections, and privileges they won’t acknowledge. Then they reverse-engineered their success into neat formulas they can sell to desperate job seekers. And when the formula doesn’t work for you, they don’t question the formula. They question you.

Let’s break down why their advice fails the second you don’t share their starting point.

The quantification obsession

Career advice is obsessed with numbers. Every bullet point on your resume needs a metric. Percentages, dollar amounts, headcounts, volume. Anything that looks like proof.

“Increased user engagement by 15%.” “Reduced costs by $50,000 annually.” “Managed a team of 12.”

But here’s what nobody asks: so what?

That 15% engagement increase happened because the company had proper analytics tools, a baseline to improve from, favorable market conditions, budget for campaigns, a product that actually worked, and a team with real resources. None of that transfers to a new role at a different company. But career advice treats numbers like they’re universal proof of competence, as if you can carry those results in your pocket and recreate them anywhere.

Context matters. Resources matter. Tools matter. Market timing matters. A number on a resume is often meaningless without the full story behind it, and you can’t fit that story into a bullet point.

The X-Y-Z formula disaster

Then there’s the famous X-Y-Z formula, popularized by Google and now repeated by every career advisor on the internet: “Accomplished X as measured by Y by doing Z.”

Sounds clean in theory. In practice, it wrecked my resume.

I spent days rewriting every bullet point using that formula. The result was humanly unreadable. Each bullet became three lines long. Multiply that by eight to ten bullets per job across multiple positions, and my resume turned into a wall of dense text that failed ATS parsing, exhausted anyone trying to scan it in six seconds, buried my actual skills in verbosity, and made me look like I couldn’t communicate concisely. Which is ironic, since the whole point was to showcase my communication skills.

When I complained about not having metrics, the advice-givers said: use whatever numbers you have. Pages written. Slides created. Emails sent. Anything.

So my resume should say “Created 47 PowerPoint slides by researching competitor strategies” and “Sent 156 emails to stakeholders by using Outlook”?

Who cares? Volume metrics don’t show impact or skill. They just show you can count things you did. But I was told weak numbers are better than no numbers. So job seekers end up padding their resumes with filler metrics that scream desperation.

Seven years with no metrics

Here’s my situation. I have over seven years of experience in digital marketing. I worked for Moroccan companies that had no Semrush, no Ahrefs, no Hootsuite, broken newsletter systems, poorly configured Google Analytics, and no budget for proper tools.

The metrics I do have are embarrassing — not because I’m bad at my job, but because the systems and lists were garbage. A 2% email open rate reflects broken infrastructure, not poor performance. But try explaining that in a bullet point.

So what are my options? Tell the truth and get dismissed for unquantified bullets. Include the bad numbers and look incompetent. Make up better numbers and feel dishonest. Use X-Y-Z with meaningless volume metrics and look desperate.

There is no winning option.

And here’s what stings: I actually learned more by working in hard mode. No data? Figure out strategy anyway. No budget? Be resourceful. Broken systems? Work around them. Someone who only ever worked at well-resourced companies with enterprise tools hasn’t had to be that creative or that resilient.

But the career advice world worships brand-name tools and clean metrics. So my seven years get devalued. And I’m made to feel like they don’t count.

The fixes that don’t fix anything

When I first arrived in Canada, the advice was consistent across employment services, upskilling programs, and pretty much anyone willing to offer an opinion: volunteer. It’s how you break the Canadian experience catch-22. It makes you attractive to recruiters. Volunteering is taken seriously here, they said. It signals commitment. It fills the gap.

So I volunteered. In Quebec, then in Ontario. Different organizations, different roles. I’m still volunteering now, at my current one — not because it’s opening doors, but because I committed to it. It costs me time. It costs me money to get there. The ROI is zero.

It’s on my resume. It makes no difference.

Then there was the digital marketing bootcamp I completed through a respected agency in BC. Not some random online certificate — an actual program with a real reputation. I did it because I was told it would make my foreign experience more legible to Canadian employers. That it would signal I was serious, current, and worth considering for entry-level roles.

I still couldn’t land entry-level marketing jobs. Rejected. Ghosted. Or I don’t even apply anymore because the requirements are so disconnected from what “entry-level” should mean that there’s no point.

Here’s the pattern I’ve lived through: every time you do the thing they told you to do, there’s another thing. Volunteer. Now get Canadian experience. Take a bootcamp. Now get certified. Network more. Now get a referral. The goalposts don’t move because you’re doing something wrong. They move because the advice was never designed to get you there. It was designed to keep you busy while the system stays exactly as it is.

Who this advice actually works for

The X-Y-Z formula and the quantification obsession work for people who worked at well-funded companies with proper analytics, had access to enterprise tools, were in environments where everything got tracked, had data analysts pulling reports for them, and were set up to succeed with real resources and support.

Like the ex-Microsoft guy giving this advice. Or the ex-Google guy.

Of course they could quantify everything — they worked at tech giants with robust systems. Their advice assumes everyone has the same advantages they did. For the rest of us — working at small companies, dysfunctional organizations, under-resourced teams, or in countries without access to expensive tools — this advice is useless at best and actively harmful at worst.

And let’s be specific about which companies this advice actually targets. The X-Y-Z formula was built for Fortune 500 hiring pipelines — Deloitte, E&Y, Capgemini, Meta, Tesla — places where recruiters process hundreds of applications and need a quick data signal to justify moving someone forward. In those environments, a number is a shortcut. It says “this person speaks our language” before anyone reads a single sentence. But most people aren’t applying to Meta. They’re applying to mid-sized companies, nonprofits, local businesses, startups, public institutions — places where a hiring manager is also doing three other jobs and just wants to know if you can do the work. Cramming X-Y-Z into that context doesn’t make you look sharper. It makes you look like you watched too many LinkedIn videos.

The networking nightmare

The advice: spend 10 minutes emailing employees before applying. Get your name recognized before HR sees your resume.

The reality: what the hell do you even say to these people?

You find a job posting. You search LinkedIn for people with relevant titles. You find their email. And then you write… what, exactly? Something that doesn’t sound desperate (even though you are), doesn’t ask for anything directly (but clearly you want something), shows genuine interest in their work (that you know nothing about), and makes them want to help a complete stranger without taking too much of their time.

Most of the time they’ll ignore you. They’re busy with actual work and they owe you nothing. Some will feel annoyed you added to their inbox. Some will worry about looking like they’re playing favorites. Some will see you as competition. The lucky outcome is a polite “please apply through our careers page,” which accomplishes absolutely nothing.

And if you’re an introvert? If you’re a newcomer with no local connections? The advice just says to overcome it. Go to industry events. Reach out to your professional network. Ask for informational interviews.

What network? I’m a newcomer to Canada. I don’t have one.

Networking works for people who already have networks. If you went to the right school, worked at recognized companies, grew up in the area, have family connections — networking is easy. You’re just activating existing relationships. If you’re starting from zero, cold outreach to strangers rarely works. The advice promises networking is the secret to getting hired. What it doesn’t say is that successful networking usually runs on privileges you don’t have.

The LinkedIn cult

You HAVE to be on LinkedIn. Optimize your profile. Post thought leadership. Engage with your network. If you’re not on it, you’re not serious about your career.

LinkedIn has become a wasteland of humble-bragging disguised as lessons learned, fake motivational stories that never happened, people selling courses to desperate job seekers, and engagement bait so obvious it hurts. “Agree or disagree?” on statements no sane person would disagree with. “The 3 things I learned from being fired.” The janitor who changed someone’s life forever.

It’s exhausting and fake. But if you opt out, recruiters can’t find you, you’re missing networking opportunities, you’re not building your personal brand, you’re not serious.

Here’s the reality. LinkedIn works if you already have a strong network, work at a recognized company, or have in-demand skills that make recruiters come to you. Posting thought leadership with 47 connections goes nowhere. Cold-messaging recruiters gets ignored. “Optimizing your profile” doesn’t fix the fact that you lack Canadian experience, and no headline change will change that.

LinkedIn works for people who are already positioned well. For everyone else, it’s another exhausting requirement that doesn’t actually help.

Interview advice theater

When you don’t get the job, the advice always finds something you did wrong.

You didn’t give specific enough STAR method examples. You didn’t elaborate on your accomplishments. You didn’t send thank you emails within 24 hours to everyone who interviewed you. You didn’t show enough enthusiasm. Your “energy was off.” Your aura wasn’t right. (Yes, LinkedIn career coaches actually say this.) You seemed too nervous. You didn’t sell yourself hard enough. You came across as desperate — even though you ARE desperate because you’re broke and need this job to survive.

What the advice never admits: maybe you didn’t get the job because they already had an internal candidate. Because they were interviewing to meet a diversity quota with no intention of hiring externally. Because the hiring manager had unconscious bias against your accent, your name, your background. Because the job requirements changed mid-process. Because they were using the “case study” portion to collect free ideas. Because they’re disorganized and don’t actually know what they want.

Referral story: When nothing you do matters

Let me tell you about referrals. The golden ticket. The thing everyone says is the real secret to getting hired.

I got a referral from someone I barely knew who worked at a recognized university here in Ontario. She was kind enough to vouch for me. I did everything right — used her name in the application, went through Workday, tailored my resume down to the last detail, wrote a compelling personalized cover letter.

They filled the position internally. I never had a chance from the start.

I tried again. Same referral, different posting at the same institution. Same result. Internal hire.

Twice. I’m not trying a third time.

But they still put me through the entire performance both times. So HR could check a box that they posted externally. So they could show they considered diverse candidates. So they could build a talent pipeline. The referral meant nothing. The woman who vouched for me wasted her professional credibility for nothing. My tailored resume never mattered. My time and emotional energy were completely disposable.

And the career advice would still blame me. “You should have networked with more people at the institution.” Sure.

Then there’s the grocery store.

I had a conversation with an older woman who worked at a large grocery chain near me. She was warm, generous — told me how she got her job, and offered to help. She gave me her full name and told me to use it as a referral on Workday. So I applied to four open positions at that exact store.

Four rejections. One after another. Her name made zero difference.

And before those four attempts, I had already applied twice to the same store without a referral. Also rejected. That’s six rejections from the same grocery chain. SIX.

My roommate told me afterward that the store only hires one specific Indian community. She’d noticed it herself — and she’s Indian. If you weren’t part of that community, you weren’t getting in. Referral or not. Qualifications or not. That woman’s kindness meant nothing against a hiring practice that had already decided who belonged there.

I’m done. Never again.

This is what the advice never accounts for. You can do everything right — tailor the resume, get the referral, follow every step — and still lose, not because of anything you did, but because the decision was made before you ever applied.

The advice givers’ privilege problem

Let’s talk about who’s actually giving all this advice.

The ex-Microsoft guy somehow landed at Microsoft with a biology degree — he won’t explain how, his “about me” is full of vague noise. Now he runs a company selling systems and courses to desperate job seekers, telling people to spend 10 extra minutes on emails and follow-ups, claiming he followed these exact steps. He didn’t. He got lucky and won’t admit it. He makes money off job search misery while framing it as generosity.

The ex-Google guy worked there straight out of college, shares advice videos and LinkedIn posts, promotes the X-Y-Z formula. Doesn’t sell courses, but his advice still doesn’t work for people without his advantages. He had enterprise tools that tracked everything, the Google brand name as instant credibility, a professional network from a recognized company, probably an Anglo name that didn’t get filtered out, and he entered the market when things were different.

Both got their breaks through some combination of timing, luck, and privileges they don’t acknowledge. Then they reverse-engineered their success into formulas: “I did X, Y, and Z, so you should too!” Never mentioning the circumstances that actually mattered. And when their system doesn’t work for you, they blame you. You didn’t follow it correctly. You didn’t try hard enough. You gave up too soon.

Recently, someone who works at Glassdoor wrote about using AI to tailor resumes and claimed it got them tons of callbacks. Of course it did. They also have Glassdoor on their resume, tech industry experience, probably a Western university degree, an Anglo name, Canadian experience, a network in the industry, and the privilege of already being employed — less desperate, more confident.

I used the exact same AI tools. Zero callbacks.

Because: Moroccan company experience employers don’t recognize. Foreign education that gets auto-devalued. Newcomer status with no Canadian experience. Possible name-based bias — studies show resumes with non-Anglo names get 30 to 50% fewer callbacks. No local network. Broken systems at previous jobs means no impressive metrics to show.

The AI didn’t get them callbacks. Their existing advantages did. The AI was just there — a tool that worked in the context of privilege but gets sold as a universal solution.

What this advice assumes you have

All of it assumes you have recognized company names on your resume, access to proper tools at previous jobs, measurable metrics from well-resourced environments, local networks you can activate, Canadian or US work experience, credentials from recognized institutions, a name that doesn’t trigger bias, the financial cushion to spend months on hundreds of applications, and the cultural capital to network effortlessly.

If you don’t have those things, their systems don’t work. But instead of acknowledging that, they double down. Try harder. Apply to more jobs. Network better. Optimize more.

They’re selling hope to desperate people while ignoring that the game is rigged.

Career advice from people at the top only works when you’re already positioned near the top. The X-Y-Z formula works when you have metrics. Cold emails work when you have credibility. LinkedIn works when you have a network. Interview advice works when you were actually being considered — not just there to fill a quota or get filtered out before anyone read your name.

For newcomers, people with foreign experience, those at under-resourced companies, introverts without networks, anyone starting from scratch: this advice is useless at best and actively harmful at worst. It makes you feel like you’re failing when you’re actually up against barriers that no amount of individual optimization can overcome.

In Part 3, we’ll talk about what the system should be addressing — employer accountability, abusive practices, and the institutions that are supposed to help but spend their energy blaming you instead.

Featured image courtesy of Pexels.