Why Companies Write Unicorn Job Postings
A job posting that asks for eight distinct skillsets at a senior level isn't describing a person. It's describing a team. And yet these postings exist in volume, get responses, and occasionally even hire someone. Understanding why companies write them is the first step to figuring out how to respond to them.
Three distinct patterns produce unicorn postings. Each one calls for a different read:
How to Find the Real Role Inside the Posting
Most job postings give away their true priority if you know where to look. Hiring managers, even disorganized ones, tend to front-load what they care about most. The first few requirements listed, the title of the role, the team it reports into — these are the signal. Everything else is often noise.
Here's how to run the analysis:
1. Read the title literally
The job title is almost always the most honest part of the posting. If it says "Senior Product Marketing Manager," the core of the role is product marketing — even if the posting also asks for demand generation, SEO, and events experience. Weight the title heavily.
2. Look at what's listed first
The first three to four bullet points under "Responsibilities" or "Requirements" are what the hiring manager typed first — which is usually what they think about first. Primacy isn't accidental. The further down a requirement lives, the less likely it is to be a deal-breaker.
3. Find what gets repeated
If a skill or theme appears in the summary, in the responsibilities list, and in the requirements list, it's genuinely important. Repetition is the unconscious priority signal. If "data analysis" shows up three times across the posting, the role is a data role regardless of what else is listed.
4. Notice what gets specificity
Vague requirements like "excellent communication skills" are filler. Specific requirements like "experience with Tableau and SQL, building dashboards for C-suite stakeholders" are what the role is actually built around. The items with concrete detail are the ones someone thought hard about.
5. Check the reporting structure
A role that reports to the Head of Engineering is an engineering role, regardless of how many marketing tasks got added to the posting. The reporting line tells you which department has budget for this position — and which leader will actually evaluate you.
In a well-written job posting for a real role, you can usually identify 2-3 core requirements that are clearly more important than everything else. When you can't — when everything reads as equally critical — that's a signal the company hasn't decided what the role actually is. That ambiguity doesn't resolve itself after you're hired.
How to Apply to a Unicorn Posting
Once you've figured out which role is actually load-bearing, the strategy is straightforward. Don't try to match every requirement — you can't, and trying to will produce a bloated, unfocused resume that reads as generic. Lead hard on the core and acknowledge the rest.
In your resume: Tailor the top third heavily to the real core role. If the posting is fundamentally a data role with marketing decorations, your first bullet point under each relevant job should speak to data work. The secondary skills can appear — but they shouldn't be the lead.
In your cover letter: Explicitly name the tension. "This role asks for a range of skills across marketing and analytics — my background is strongest on the analytics side, and I've supported marketing teams with data rather than leading campaigns directly. Here's how that maps to what you're building." Naming it honestly is better than pretending the mismatch doesn't exist.
In the interview: Ask directly. "As you think about the first six months in this role, what would success look like?" Their answer will tell you which of the five jobs in the posting is the one they're actually hiring for. That answer — not the posting — is what you should be preparing for.
When to Walk Away Entirely
A posting with six genuinely distinct functional requirements at a senior level usually signals something the posting doesn't say: the company has a team problem, not a hiring problem. They're trying to close organizational dysfunction with one salary.
The person who takes that job becomes the answer to a question that one person can't actually solve. They'll do the work of three people, receive the feedback of none, and leave within a year — at which point the posting goes live again with a slightly longer requirements list. If reading a posting makes you feel inadequate for not covering all of it, the problem is the posting. Not you.