6 дней назад
Senior Technical Product Manager, Advertising ML
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Technical Product Manager, Advertising ML (Recommendation and Ranking): Owning the recommendation engine behind advertising products, including ranking quality, optimization objectives, experimentation, and model roadmaps with an accent on recommendation systems, statistical inference, and advertising economics. Focus on defining measurable objectives and guardrails, validating controlled experiments, interpreting model readouts, and connecting ranking changes to revenue.
Location: Remote USA
Company
is a global commerce company providing tools and services that help video game developers fund, distribute, market, and monetize their games.
What you will do
- Own the recommendation engine as a product, including ranking, relevance, optimization objectives, constraints, guardrails, and the model roadmap.
- Define the metrics used to evaluate ranking quality and resolve measurement questions involving revenue, publisher-side RPU, impressions, users, and aggregation windows.
- Partner with ML and data science teams on experiment design, holdouts, preregistered decision rules, power calculations, A/A validation, multiplicity correction, and rollback triggers.
- Evaluate model performance and communicate readouts to technical and business stakeholders, including impact, cost, and next steps.
- Contribute ranking expertise to the broader advertising roadmap across pricing, identity, event telemetry, and monetization.
Requirements
- 6+ years of product management experience, including 3+ years owning a recommendation, ranking, personalization, or relevance system in production.
- Deep understanding of experiment design and statistical inference, including minimum detectable effect, statistical power, sample-ratio mismatch, A/A testing, multiple-comparison correction, and preregistration.
- Working knowledge of classification, regression, probability calibration, predicted conversion rate, expected-value objectives, and model behavior.
- Hands-on experience with ML and data platforms such as Snowflake, BigQuery, Spark, Airflow, dbt, MLFlow, Vertex AI, and feature stores.
- Experience moving model changes into production traffic through controlled experiments, plus knowledge of performance advertising economics and ad tech ecosystems.
- Ability to write SQL, read application code, and communicate clearly with technical and non-technical stakeholders; a bachelor's or master's degree in a relevant field is required.
Nice to have
- Experience with offerwalls, rewarded advertising, loyalty and rewards programs, or mobile app monetization.
- Experience with two-stage ranking systems, pricing, yield management, or marketplaces.
Culture & Benefits
- Remote work in the USA.
- Work across ML, analytics, advertising operations, and commercial teams.
- Criminal history, employment, and education verification are part of the hiring process.
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