Senior Staff Machine Learning Engineer, Ads Ranking
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仕事内容
Lead the design and training of advanced ML models powering Ads Ranking, including DNNs and transformers.
Develop and optimize features such as embeddings, contextual signals, and cross-session behavior to improve relevance and conversions.
Own the experimentation strategy with offline metrics, A/B design, readouts, and planning for next iterations.
Collaborate with product, infra, and data teams to enable end-to-end model deployment, monitoring, and performance analysis.
Mentor other ML engineers and contribute to modeling best practices across the organization.
Shape long-term modeling vision across domains like conversion, app ads, shopping, and brand advertising.
Develop and optimize features such as embeddings, contextual signals, and cross-session behavior to improve relevance and conversions.
Own the experimentation strategy with offline metrics, A/B design, readouts, and planning for next iterations.
Collaborate with product, infra, and data teams to enable end-to-end model deployment, monitoring, and performance analysis.
Mentor other ML engineers and contribute to modeling best practices across the organization.
Shape long-term modeling vision across domains like conversion, app ads, shopping, and brand advertising.
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