layiq

/la·yiq/adjective

worthy; deserving; fitting; suitable.

A role, opportunity, or path that merits attention, time, and pursuit.

NewsBreak Venture, AI Growth Intelligence Engineer (New Grad） at NewsBreak | LAYIQ

Audience Retention & Performance Systems
Help build instrumentation and monitoring systems that track performance signals (load times, stream quality, error rates) to ensure users experience fast, flawless products across web, app, and live streams
Contribute to backend services and dashboards that track engagement and retention metrics — session length, scroll depth, return rate, and drop-off points
Build tooling to help surface friction in the user journey, working with product and engineering to ship fixes
Support the experimentation infrastructure used to test retention-boosting product changes
Recommendation & Personalization Systems
Contribute to recommendation algorithms and services that surface the right content to the right user at the right moment, under the guidance of senior engineers
Help build the data infrastructure (feature pipelines, training datasets, feedback loops) that keeps recommendation models fresh, accurate, and served in production with low latency
Help instrument personalization systems to measure impact on session time, click-through rates, and long-term retention
Partner with content and product teams to ship recommendation output into intuitive, performant user experiences
Data & Backend Engineering
Build and maintain components of data pipelines and services that process large-scale ads, user event, and engagement data
Write clean, well-tested code (SQL, Python, PySpark, or similar) to transform raw data into reliable, analysis-ready datasets and APIs, with code review support from senior team members
Contribute to the data architecture supporting ad-tech integrations, paywall flows, and subscription checkout — helping ensure these monetization surfaces are instrumented, reliable, fast, and resilient
Help build automated checks to monitor data quality and flag data integrity issues
Partner with platform and engineering teams to keep systems scalable, observable, and well-documented
Revenue Operations Tooling
Support the engineering behind the commission calculation system for the ad sales team, with a senior engineer owning overall design — focusing on accuracy, reliability, and auditability
Help build tools that support sales quota-setting, working alongside senior engineers and Finance partners who own the underlying business logic
Contribute to simulation tools that model commission payout scenarios and the cost/incentive impact of quota and comp plan changes
Work with cross-functional partners (product, marketing, sales) to understand their tooling needs and help ship solutions
Help build alerting to surface trends and anomalies in ads performance
Help automate recurring operational reporting to free up team bandwidth

NewsBreak Venture, AI Growth Intelligence Engineer (New Grad）

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