Engineering Manager, Big Data, Job Understanding
ZipRecruiter · Seattle, WA
About this role
**Hybrid Work:** Most US-based positions can be performed remotely (any exceptions will be noted in the Minimum Qualifications below). **Our Mission:** To actively connect people to their next great opportunity. **Who We Are:** ZipRecruiter is a leading online employment marketplace powered by AI-driven smart matching technology. The company connects millions of businesses and job seekers through innovative mobile, web, and email services, plus partnerships with top job boards. ZipRecruiter has the #1 rated job search app on iOS & Android. **About the Team — Recommendations Ecosystem:** The Recommendations Ecosystem group owns the intelligence that connects job seekers and jobs in our marketplace. The team aims to understand every job and every job seeker well enough to make matches that work for both sides. They structure and enrich the jobs corpus, build foundational models that encode jobs and job seekers, and run matching engines that put the right opportunities in front of the right people. **What our team owns (high level):** - **Jobs Corpus Understanding:** Ingestion and enrichment pipelines that turn raw postings into structured data (including ML-based inference of job attributes like education requirements and pay, plus company and location data). Also includes fraud/listing suppression to keep the marketplace safe. - **Foundational Models and Embeddings:** LLM-based embedding models built from job content, resumes, and behavioral signals—served at scale online and in batch. - **Matching Engines:** ML systems that recommend jobs to job seekers and job seekers to employers across the app, website, and email, including candidate retrieval over vector DBs and orchestration for fresh, personalized recommendations.
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