Senior Staff Machine Learning Engineer, Ads Ranking
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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