Most job descriptions are written imperfectly, but they still contain the signals you need to decide whether to apply. Here's how to read them strategically.
A lot of job seekers apply to every role that looks remotely relevant and hope for the best. Others read the qualifications list and self-select out if they don't meet every single requirement. Both approaches are wrong, and both waste time — either yours or the employer's.
Reading a job description strategically takes about five minutes and can save you hours of pursuing roles that aren't right and missing roles that are. It's a skill worth developing, especially when you're running an active search across multiple opportunities.
Job descriptions are usually written by someone who knows the role from the inside and is describing their ideal candidate, not the minimum viable one. The result is a qualifications section that blends genuine requirements with aspirational ones. Your job is to distinguish between them.
A good rule of thumb: if a qualification appears in the responsibilities section or in the first few bullets of the requirements section, it's likely a real requirement. If it's buried lower or phrased as "experience with X a plus" or "familiarity with Y preferred," it's a preference, not a gate. Research suggests applying if you meet roughly 60-70% of the requirements — waiting until you hit 100% usually means you're applying too conservatively.
The gaps in a job description can be as informative as what's included. A description that talks extensively about building processes from scratch suggests an early-stage or disorganized environment. One that emphasizes collaboration and cross-functional work signals a matrix organization. The level of specificity in the technical requirements often indicates whether the hiring manager wrote it or HR did — and whether the technical bar is real or aspirational.
If the company values listed are generic ("we move fast," "we value integrity") without specifics, that tells you something. If there are detailed descriptions of the team structure, the specific problems you'd be solving, and what success looks like, that signals a more thoughtful company and a role with clearer expectations.
Some job description red flags are obvious: "competitive compensation" without a range, "wears many hats" as a primary selling point, or requirements for 8+ years of experience for a role paying entry-level salary. Others are subtler — an unusually long list of responsibilities suggesting multiple roles collapsed into one, an emphasis on "fitting in" with the culture without describing what the culture actually is.
None of these are automatic disqualifiers, but they're worth noting. If a description raises questions, bring them to the interview. "I noticed the role covers a broad range of responsibilities — can you walk me through what a typical week looks like?" is a legitimate and savvy question.
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