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Mid-level, metro, generalist frontend title with broad skills and strong VC backing increases applicant competition.
Frontend skills transferable, but domain-specific document/ML UI experience raises medium industry specificity.
Explicit 4–5 years plus deep React/TypeScript and browser expertise creates strict screening filters.
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Own and build complex, performant frontend interfaces for a document intelligence platform handling large, data-dense PDFs with interactive overlays and real-time streaming results.
Develop and maintain human-in-the-loop correction workflows, extraction schema design tools, and internal evaluation dashboards to enhance trust and usability for enterprise customers.
Collaborate closely with backend and AI engineers to shape API contracts and set frontend architectural standards including typing, testing, and accessibility.
4-5 years of professional experience building production frontend applications with strong ownership of delivered features.
Deep expertise in React (hooks, rendering behavior, state management, performance profiling) and strong TypeScript skills.
Experience with complex, data-dense product surfaces such as dashboards, editors, annotation, or review tools, not basic marketing pages.
Proficiency in browser platform capabilities including layout, events, memory, rendering; familiarity with Canvas or SVG for custom rendering is essential.
Experienced in building high-performance, stateful frontend applications that handle complex document rendering and real-time data updates.
Comfortable working closely with backend and AI teams to co-develop API interfaces rather than building against finished specs.
Demonstrates ownership of quality and performance in frontend architecture, including component design, typing, testing, and accessibility.