In theory, job descriptions should filter in the right candidates. In practice, many do the opposite.

According to Indeed, 65% of employers end up revising job descriptions after posting them – because they don’t hit the mark the first time. And for 62% of employers, the biggest challenge isn’t too few applicants – it’s too many unqualified ones.

At the center of both problems is often the same issue: job descriptions that aren’t aligned, aren’t clear, and aren’t built to reflect the real needs of the role.

The good news? This is fixable. And it starts well before you hit “post.”

Here are seven steps TA teams can use to write job descriptions that are aligned, realistic – and attract the right people from the start.

1. Start with structured intake

The best job descriptions don’t start at the keyboard – they start with the conversation.

A structured intake meeting aligns recruiters and hiring managers on exactly what the role requires – not just the wishlist. It’s where you translate business needs into hiring needs. Without it, misalignment creeps in, and the job ad becomes guesswork.

In your intake, cover:

  • Prioritized tasks: What will this person actually spend their time on?

  • Skill gaps: What skills exist on the team — and which are missing?

  • Team composition: How will this hire add to team balance and diversity?

  • Clear responsibilities: What are the 2-3 non-negotiables for the role?

Done well, the intake becomes your blueprint – and reduces revisions later.

2. Use clear, searchable job titles

Creative job titles may sound appealing internally – but they often confuse candidates and search algorithms alike.

Keep titles simple, searchable, and industry-standard. You’re writing for the people searching – not just the internal org chart.

Instead of: “Coding Ninja”
Use: “Senior Full-Stack Developer (React.js, Node.js)”

Clarity here helps qualified candidates find you.

3. Write the role, not the fantasy

Job ads aren’t marketing wishlists – they’re operational documents. Your job is to describe what success looks like in this seat, not stack up an unrealistic list of tasks.

Focus on:

  • Key responsibilities – the most critical tasks

  • How work gets done – tools, processes, methods

  • Collaboration – who they’ll work with internally and externally

  • Success metrics – what great performance looks like, in numbers

When candidates see clarity, they can better self-select – and you reduce mismatches before they start.

4. Structure for readability

Even strong job descriptions lose impact if they’re hard to read. Candidates scan, and walls of text lose good applicants fast.

Keep it readable:

  • Break sections into clear headings

  • Use bullet points for tasks and qualifications

  • Write short, direct sentences

  • Avoid jargon that adds noise, not clarity

Well-structured job ads feel more inviting – and keep attention where it should be.

5. Use inclusive, precise language

Words matter. The wrong phrasing can subtly discourage great candidates from applying.

Phrases like “high drive,” “strong contributor,” or “aggressive self-starter” may unintentionally signal that only certain personality types or backgrounds belong – narrowing your applicant pool unnecessarily.

Instead, use language that focuses on skills, outcomes, and expectations, not personality traits. The goal is to widen access without lowering standards.

Inclusive language helps you reach more qualified candidates – and supports stronger, more diverse teams.

6. Understand where AI helps – and where it doesn’t

AI has brought powerful new capabilities to recruiting – from automating parts of the intake process to generating first drafts of job ads. Done right, it can save time, reduce manual work, and even help spot bias.

But AI isn’t perfect. As recent legal cases have shown, blind reliance on AI-generated content can introduce risk – from biased recommendations to legally non-compliant language. Even built-in AI tools inside ATS platforms or office suites often generate generic, overly polished descriptions that don’t reflect the real role.

The bottom line: AI can help you work faster. But it still requires human judgment, structured inputs, and careful oversight to ensure job ads are accurate, compliant, and role-specific.

7. Get aligned before you post

The final step? Alignment.

Before publishing:

  • Review the job ad with the hiring manager

  • Confirm it reflects the real needs of the role

  • Verify that expectations, requirements, and success measures are crystal clear

  • Ensure the language aligns with brand, compliance, and inclusivity standards

When intake, content, and expectations are aligned upfront, your job ad works better – and hiring quality improves.

At Lyser, this is exactly why we build structured, guided workflows for intake, job ad creation, and job ad quality – helping TA teams write ads that are aligned, compliant, on-brand, and built to perform.