Product Manager, AI​/ML - Ads, Marketplace

Position: Product Manager, AI/ML - Apple Ads, Marketplace
Role Number:
Team:
Machine Learning and AI

Location:

Cupertino Posted:
Summary At Apple, we work every day to create products that enrich people’s lives. The App Store and Apple Maps are trusted destinations for millions of users to discover apps, places, products, and services. Our advertising platform connects users with high-utility advertiser offerings while maintaining Apple’s uncompromising commitment to user privacy and trust.

The Apple Ads Marketplace team is seeking deeply technical Product Managers to help build the next generation of AI/ML systems that power ad discovery, relevance, quality, and safety across Apple’s ecosystem. We are hiring across multiple areas, with current opportunities focused on Ad Matching & Retrieval and Ad Relevance, Quality &  these roles, you will define product strategy and roadmaps for sophisticated machine learning systems operating at massive scale.

Depending on your background and area of expertise, you may focus on matching user intent to relevant advertiser offerings through modern search and retrieval systems, or on evaluating and improving ad relevance, quality, and safety through advanced AI/ML and LLM-based systems.

You will partner closely with ML research, engineering, data science, and cross-functional teams to translate advances in AI/ML into products that deliver value for users and advertisers while upholding Apple’s commitment to privacy and user experience.

Description As a Product Manager on Apple Ads Marketplace, you will work at the intersection of product, machine learning, and large-scale marketplace systems.

You will develop a deep understanding of user and advertiser needs, identify opportunities within complex ML-driven systems, and translate technical capabilities into clear product strategies, requirements, metrics, and execution plans. You will work closely with engineering and applied research teams throughout the ML lifecycle: from data and model development through evaluation, experimentation, inference, and production deployment.

Our current opportunities span two closely related areas:

- Ad Matching & Retrieval focuses on understanding user intent and retrieving high-utility advertiser offerings across the App Store, Apple Maps, and emerging search and conversational surfaces. Areas of work include semantic and lexical matching, query understanding, candidate generation, embeddings and vector retrieval, keyword generation, auto-targeting, and low-latency retrieval systems.

- Ad Relevance, Quality & Safety focuses on evaluating and improving the relevance, utility, and safety of ads delivered across Apple's ecosystem. Areas of work include AI/ML evaluation, LLM-powered raters, relevance and quality scoring, model distillation, classification, human and synthetic feedback systems, and real-time quality and safety guardrails.

You do not need to bring expertise across both areas. We are interested in technically strong product leaders whose experience aligns deeply with one or more of these problem spaces.

Minimum Qualifications 3+ years of technical product management or equivalent experience owning and delivering technically complex products or systems, including machine learning, AI, search, advertising, or related technologies.

Hands-on experience with AI/ML systems, with an emphasis on training, fine-tuning, evaluating, and inferencing large-scale deep learning models and LLMs.Strong domain knowledge in one or more relevant AI/ML areas, such as search and information retrieval, matching and recommendations, AI/ML evaluation, relevance and model quality, LLM systems, classification, or related technologies.

Experience with high-throughput, low-latency online inference architectures across client and cloud server…