Applied Scientist, Advertising

Description

Orchestrating the selection of one ad out of tens of millions of ads, honoring advertiser targeting intent for hundreds of thousands of advertisers while ensuring a great shopper experience for billions of shoppers millions of times per second on a latency of tens of milliseconds is not a trivial task. The Demand Retrieval team within the Amazon DSP organization develops and operates machine learning models that match bid opportunities to ads based on performance, campaign delivery, and targeting objectives specified by advertisers.

Job Responsibilities

• Design and implement deep learning models to match the right customers with the right ads across different verticals, geographies, and ad formats.
• Investigate new ML techniques such as multi‑task learning to ensure that models can operate for a variety of advertisers in multiple industries and with different volumes of conversion events.
• Improve the performance, generalis...

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