
I’ve been applying for senior software engineer roles for about three months now, and I can tell you that the most frustrating part isn’t the technical interview—it’s trying to figure out what a company actually wants from a vague job posting. When I see a posting that lists “strong problem-solving skills” and “experience with cloud technologies” without any specific context, I immediately assume the company hasn’t thought through their hiring needs. The best job postings I’ve come across clearly state the tech stack (e.g., Python, AWS, Kubernetes), the team size and project scope, and the salary range. For example, one posting I saw recently broke down responsibilities into three bullet points: “Build and maintain real-time data pipelines,” “Collaborate with data scientists on ML model deployment,” and “Participate in on-call rotation once per month.” That level of detail told me exactly what to expect. I’ve also learned to watch for red flags—if a posting uses phrases like “rockstar” or “ninja” or asks for “5+ years experience in a technology that’s only been around for 3 years,” I skip it. Transparency in the posting directly correlates with a better interview experience. According to a 2025 LinkedIn survey, 71% of candidates said they withdrew from a process because the job description was unclear about responsibilities. So if you’re a hiring manager, please treat your job posting as the first step in building trust, not just a shopping list.

I’ve been hiring senior engineers for a decade, and the biggest mistake I see is writing a job posting that sounds like a wish list for a superhero. Keep it simple: list the core responsibilities, the minimum must-haves, and the nice-to-haves separately. I always include a salary range upfront—it cuts down on wasted applications and shows respect for candidates’ time. If you’re not getting quality applicants, it’s probably because your posting is too generic or too demanding.

From a recruiter’s side, I’d say the most overlooked element is the “day in the life” section. Candidates want to visualize themselves in the role. I’ve seen a 40% increase in qualified applications when I add two or three sentences describing a typical week. Also, use plain language—avoid internal jargon like “synergy” or “leverage cross-functional alignment.” That stuff makes you sound like a robot.


