Job description
<div class="content-intro"><p><strong>About Nebius:</strong></p>
<p>Nebius is leading a new era in cloud infrastructure for the global AI economy. We are building a full-stack AI cloud platform that supports developers and enterprises from data and model training through to production deployment, without the cost and complexity of building large in-house AI/ML infrastructure.</p>
<p>Built by engineers, for engineers. From large-scale GPU orchestration to inference optimization, we own the hard problems across compute, storage, networking and applied AI.</p>
<p>Listed on Nasdaq (NBIS) and headquartered in Amsterdam, we have a global footprint with R&D hubs across Europe, the UK, North America and Israel. Our team of 1,500+ includes hundreds of engineers with deep expertise across hardware, software and AI R&D.</p></div><p><span data-contrast="auto">In a rapidly evolving world, trust in AI depends on AI agents being grounded in fresh, verified real-world data. Search is the foundation that makes this possible. In this role, you will define what quality means for a search system built for AI agents from day one.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":240,"335559739":240}"> </span></p>
<p><strong><em><span data-contrast="none"><span data-ccp-parastyle="heading 4">In this position, your responsibility will be to</span></span></em></strong><span data-ccp-props="{"134233117":false,"134233118":false,"134245418":true,"134245529":true,"335551550":0,"335551620":0,"335559738":319,"335559739":319}"> </span></p>
<ul>
<li><span data-contrast="auto">Own search-related quality metrics end-to-end: from definition and computation to evolution and transition to next-generation metrics.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">Design and reason about analytics architecture across the full stack: runtime behaviour → data pipelines → metrics → dashboards.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">Develop and maintain analytics pipelines and tooling using Python.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">Translate product, user, and technical requirements into meaningful, actionable metrics.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">Challenge existing assumptions about quality and push for better, more reliable measurement.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">Work closely with product managers, engineers, and stakeholders to align analytics with system behavior and business goals.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">Debug metric anomalies, investigate quality regressions, and propose data-driven improvements.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
</ul>
<p><strong><em><span data-contrast="none"><span data-ccp-parastyle="heading 4">We expect you to have</span></span></em></strong><span data-ccp-props="{"134233117":false,"134233118":false,"134245418":true,"134245529":true,"335551550":0,"335551620":0,"335559738":319,"335559739":319}"> </span></p>
<ul>
<li><span data-contrast="auto">Senior-level experience solving search or search-adjacent analytical problems.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">Strong exposure to quality metrics in at least one of the following areas: </span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">search relevance (web, geo, product, offers),</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">ranking and freshness,</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">ads quality or feed ranking.</span><span data-ccp-props="{"134233117":false,"134233118":false,"335551550":0,"335551620":0,"335559738":0,"335559739":0}"> </span></li>
<li><span data-contrast="auto">Ability to think end-to-end across users, p
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