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Bookmarks
LinkedIn Acquires Bright: Big Data Job Matching
LinkedIn's ~$120M acquisition of Bright, a job-matching startup that used machine learning to score candidate-job fit from resume and job description text. A signal of how ML-powered matching was becoming central to professional network platforms.
Apache Helix: Distributed Systems Get Simpler
Cloudera's post on Apache Helix, LinkedIn's cluster management framework that abstracts distributed state machine management over ZooKeeper. Helix made it practical to build distributed systems with complex partition assignment and rebalancing without reimplementing the coordination logic from scratch.
Nutanix Named One of Bay Area's Most Attractive Startups for Engineers
LinkedIn named Nutanix one of the Bay Area's most attractive startups for engineers in 2013, based on employee engagement and profile data. A recruiting signal during Nutanix's high-growth phase, a few years before their 2016 IPO.