Manager II, Machine Learning Engineering, Ads Identity Modeling

About Pinterest :

Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we're on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product.

Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other's unique experiences and embrace the flexibility to do your best work. Creating a career you love? It's Possible.

Ads Identity Modeling (AIM) sits within the Ads Conversion Modeling group in the Ads Performance org and focuses on identity and conversion modeling that improves conversion ads performance and unlocks new optimization objectives in close partnership with Ads Measurement and ranking teams. We treat conversion data as firstclass : growing resilient conversion signals and amplifying their usage across Pinterest to drive measurable impact in ads delivery and beyond. The team owns core identity and conversionlinked ML systems, including User Match Prediction (UMP) , and is also responsible for building models that focus on driving incremental conversions.

What you'll do :

• Lead the roadmap and technical direction for User Match Prediction (UMP) -from features and training data to model deployment-to increase match rate / quality and strengthen downstream attribution and optimization.
• Define and productionize a model to generate a user match confidence score , and use it to optimize label weighting and feature construction in conversion models (e.g., oCPM / ROAS).
• Develop and ship models that increase incremental conversions , partnering with Data Science and Product to set success criteria and measurement plans.
• Partner with Ads Measurement, Ads Signals, Ranking, and ML Infra to translate identity improvements into reliable online impact and strong operational readiness.
• Guide model architecture evolution (e.g., feature interactions, multitask learning, serving freshness) and iterate on UMP initiatives that expand coverage and resilience (CAPI, WAU attribution, IPloss mitigation).
• Contribute to the longerterm Identity Graph (IDG) collaboration (multihop identifiers, candidate generation and ranking) to improve identity resolution and downstream utility.
• Hire, mentor and grow ML engineers in ads quality and partner teams and help to uplevel ML talent across the company.

What we're looking for :

In-Office Requirement Statement

Relocation Requirement Statement

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At Pinterest we believe the workplace should be equitable, inclusive, and inspiring for every employee. In an effort to provide greater transparency, we are sharing the base salary range for this position. The position is also eligible for equity. Final salary is based on a number of factors including location, travel, relevant prior experience, or particular skills and expertise.

Information regarding the culture at Pinterest and benefits available for this position can be found here .

US based applicants only

$208,145 — $364,254 USD

Our Commitment to Inclusion :

Pinterest is an equal opportunity employer and makes employment decisions on the basis of merit. We want to have the best qualified people in every job. All qualified applicants will receive consideration for employment without regard to race, color, ancestry, national origin, religion or religious creed, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, age, marital status, status as a protected veteran, physical or mental disability, medical condition, genetic information or characteristics (or those of a family member) or any other consideration made unlawful by applicable federal, state or local laws. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you require a medical or religious accommodation during the job application process, please complete this form for support.