<p>Recruiters see a line item, not a skill — unless you can back it up. &quot;Experience with BOQ&quot; on a resume just says you&#39;ve touched a spreadsheet. What separates candidates now is whether you can produce a defensible bill of quantities fast, from a live model, not from memory of a process you ran once.</p> <p>That shift matters because BOQ work used to mean manual takeoffs: counting elements, cross-referencing specs, chasing price updates across vendors. Slow, error-prone, and hard to prove on a resume. Firms hiring today look for people who can show numbers that hold up under scrutiny, not just a bullet point claiming familiarity.</p> <p>Here&#39;s what actually reads as credible experience:</p> <ol><li><strong>You can generate a BOQ from a live BIM model</strong>, not just a static takeoff sheet.</li><li><strong>You understand where pricing comes from</strong> — current material, labor, and equipment costs, not stale assumptions.</li><li><strong>You can explain how a number changes</strong> when the design changes, because that&#39;s what real projects demand.</li><li><strong>You&#39;ve worked alongside AI-assisted classification</strong> to speed up line-item work, since that&#39;s becoming the baseline, not the edge case.</li><li><strong>You can defend the estimate</strong> in a room, with a source behind every figure.</li></ol> <p>BidLight is built around exactly that workflow — export a Revit model, get labor, equipment, material, and time costs in minutes, with two AI models classifying BOQ line items and pricing drawn from a live database plus Craftsman, 1Build, and RSMeans data. Recruiters aren&#39;t impressed by the term BOQ. They&#39;re impressed by candidates who can turn one out fast, defend it, and update it the moment the design does.</p>