Job titles are a broken proxy
The same work carries a dozen different titles across companies and countries. Searching for "Data Engineer" quietly skips the analytics engineer who has already built exactly the pipeline you need.
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See how intent-based people search finds talent by capability, in plain language.", "isPartOf": { "@id": "https://simera.io/#website" }, "about": { "@type": "Thing", "name": "People search engine", "description": "Intent-based, natural-language search for finding talent by capability rather than by keyword or job title." }, "primaryImageOfPage": { "@type": "ImageObject", "@id": "https://simera.io/future-of-people-search#primaryimage", "url": "https://lh3.googleusercontent.com/d/1jwLlNBZrUXiOjwdggZSYAEI_s8QCPqPE", "caption": "Search for people the way you actually think about them with Simera" }, "breadcrumb": { "@id": "https://simera.io/future-of-people-search#breadcrumb" }, "inLanguage": "en-US", "mentions": [ { "@type": "Thing", "name": "Intent search" }, { "@type": "Thing", "name": "Natural language search" }, { "@type": "Thing", "name": "Boolean search" }, { "@type": "Thing", "name": "Capability-based matching" }, { "@type": "Thing", "name": "Applicant tracking system" }, { "@type": "Thing", "name": "Talent sourcing" } ], "potentialAction": { "@type": "SearchAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://talent.simera.io/search?q={search_term_string}" }, "query-input": "required name=search_term_string" } }, { "@type": "BreadcrumbList", "@id": "https://simera.io/future-of-people-search#breadcrumb", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://simera.io/" }, { "@type": "ListItem", "position": 2, "name": "The Future of People Search", "item": "https://simera.io/future-of-people-search" } ] }, { "@type": "FAQPage", "@id": "https://simera.io/future-of-people-search#faq", "isPartOf": { "@id": "https://simera.io/future-of-people-search#webpage" }, "mainEntity": [ { "@type": "Question", "name": "What is a people search engine?", "acceptedAnswer": { "@type": "Answer", "text": "It is a search layer built specifically for finding professionals. Instead of matching keywords against stored documents, it interprets what a role requires and ranks people by demonstrated capability." } }, { "@type": "Question", "name": "How is this different from Boolean search on a job board?", "acceptedAnswer": { "@type": "Answer", "text": "Boolean returns what your string literally asked for. Intent search returns what your role actually needs — including strong candidates whose profiles never used your exact wording." } }, { "@type": "Question", "name": "Do I have to learn a new query syntax?", "acceptedAnswer": { "@type": "Answer", "text": "No. Describing the role in ordinary sentences is the interface. The more context you give — seniority, tools, industry, market — the sharper the results." } }, { "@type": "Question", "name": "Can I still use filters?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. Filters are still useful for hard constraints like location or availability. The change is that they narrow a search rather than being the only way to start one." } }, { "@type": "Question", "name": "Does searching by intent mean fewer results?", "acceptedAnswer": { "@type": "Answer", "text": "Usually the opposite. Keyword search silently drops qualified people who describe their work differently. Understanding intent widens the pool while keeping the ranking relevant." } } ] }, { "@type": "HowTo", "@id": "https://simera.io/future-of-people-search#howto", "name": "How to find candidates with intent-based people search", "description": "Turn a plain-language description of a role into a ranked, ready-to-interview shortlist in three steps.", "totalTime": "PT72H", "step": [ { "@type": "HowToStep", "position": 1, "name": "Describe the person you need", "text": "Write it the way you would say it to a colleague — the work, the context, the constraints. No operators, no filter stack, no list of title synonyms." }, { "@type": "HowToStep", "position": 2, "name": "Search reads intent, not just words", "text": "The query is mapped to capabilities, adjacent titles, tools, and industry context — so the analytics engineer who never used your keyword still surfaces." }, { "@type": "HowToStep", "position": 3, "name": "Get a ranked, explainable shortlist", "text": "Every candidate comes back with the evidence behind the match, so you can refine in plain language instead of rebuilding the search from scratch." } ] } ] }