From public posting patterns

What postings ask for, role by role.

These pages are original notes, not scraped copies of live ads. They describe requirements that commonly appear, and the kind of resume sentence that would actually support them. Examples are fictional.

• Data analystRequirements that show up on data analyst postings, and what a resume quote has to contain before you claim them.
• Software engineerWhat software engineer postings actually ask for, and which resume lines count as evidence.
• Frontend engineerFrontend job requirements that need a real interface behind them, not a list of frameworks.
• Product managerProduct manager requirements, and the difference between a roadmap word and a decision you actually made.
• Project managerProject manager postings want a plan, a dependency, and a date you actually tracked.
• Registered nurseNursing requirements that must match license, setting, and the patients you actually cared for.
• AccountantAccountant postings: close, reconciliations, and the systems you actually posted in.
• Customer support specialistSupport requirements: channels, volume you can honestly state, and the problems you resolved.
• Sales development representativeSDR postings want outreach you did, a book of accounts, and numbers you can stand behind.
• Marketing managerMarketing manager requirements: a channel you ran, a brief, and results that were measured.
• UX designerUX postings want research, a flow you changed, and the constraint you designed inside.
• Financial analystFinancial analyst requirements: a model, a forecast, and the business question it answered.
• Mechanical engineerMechanical engineering requirements: a design, a tool, and a test or a release you were part of.
• Operations managerOperations manager postings: a process, a team or a queue, and a result you can source.
• DevOps engineerDevOps and platform requirements that need an environment you actually ran.
• Data scientistData scientist requirements: a question, a method, and a decision. Not a library list.
• HR generalistHR generalist requirements across hiring, employee questions, and the systems you used.
• Executive assistantExecutive assistant requirements: whose calendar, what decisions, and which tools you actually ran.
• Warehouse supervisorWarehouse supervisor requirements: the building, the shift, and the crew facts you can prove.
• Business analystBusiness analyst requirements: a process, a requirement you wrote, and the people who used it.
• Cybersecurity analystSecurity analyst requirements: a queue, a control, or an incident you actually worked.
• Graphic designerGraphic design requirements: the artifact, the client, and the tool you used to make it.
• High school teacherTeaching requirements: subject, certification, and the classroom work already on your resume.
• Account executiveAccount executive requirements: a book, a motion, and quota language you can defend.