Senior Technical Product Manager, Advertising ML

Job not on LinkedIn

🔥 0 minutes ago

🇺🇸 United States – Remote

💵 $150k - $250k / year

⏰ Full Time

🟠 Senior

⚒️ Technical Product Manager (TPM)

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👻 Ghost score 10%

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Xsolla

WebsiteLinkedInAll Job Openings

201 - 500 employees

Founded 2005

💼 Consulting

📣 Marketing

📦 Logistics

Consulting • Marketing • Logistics

Xsolla is a company specializing in game commerce solutions. It provides tools and services that empower video game developers to monetize, distribute, and fund their games, helping them to increase revenue at any stage of development. Xsolla offers a wide range of solutions such as customizable web shops, payment processing, fraud prevention, and social packages to enhance player engagement. With over 19 years of experience in the video game industry, Xsolla collaborates with developers and publishers globally to manage compliance, taxes, and operational complexities, allowing them to focus on connecting with their players. Their services are designed to work with popular game development platforms like Unity, Unreal, and Cocos Creator, supporting a wide array of local payment methods worldwide.

📋 Description

• Own the recommendation engine as a product, including ranking, relevance, and the model roadmap • Set the ranker's optimization objective, constraints, guardrails, and kill conditions • Define the metrics the team measures against and resolve metric-definition questions • Collaborate with ML on frameworks and experiment design, including hold-outs, pre-registered decision rules, power calculations, sample-ratio-mismatch checks, A/A validation, multiplicity correction, and rollback triggers • Collaborate with Data Science on readouts evaluating model performance and communicating findings to business stakeholders • Contribute the ranking perspective to the wider ads roadmap, including pricing, identity, and event telemetry intersections

🎯 Requirements

• 6+ years in product management • 3+ years owning a recommendation, ranking, personalization, or relevance system in production • Deep understanding of experiment design and inference, including minimum detectable effect, statistical power, sample ratio mismatch, A/A testing, multiple-comparison correction, and pre-registration • Working knowledge of classification and regression, probability calibration, predicted conversion rate, expected-value objectives, and model behavior • Hands-on experience with Snowflake, BigQuery, Spark, Airflow, dbt, MLFlow, Vertex AI, and feature stores • Proven record of moving model changes into production traffic through a controlled experiment process • Knowledge of performance advertising economics and ad tech ecosystems, including eCPM, RPU, bid multipliers, campaign hierarchies, and attribution models • SQL proficiency and enough comfort reading application code to verify claims • Excellent written communication and stakeholder management across technical and non-technical audiences • Bachelor's or Master's in Computer Science, Engineering, Statistics, Economics, or a related field • Offerwall, rewarded advertising, loyalty and rewards programs, and/or mobile app monetization experience is a plus • Experience with a two-stage ranking system is a plus • Pricing, yield management, or marketplace experience alongside ranking is a plus

🏖️ Benefits

• 100% company-paid medical, dental, and vision plans • Unlimited Flexible Time Off • Personalized career roadmap for each employee • Professional development through training and educational opportunities