Senior Technical Product Manager, Advertising ML

1 month, 2 weeks ago
Full-time
Senior
Software Development
Xsolla

Xsolla

Xsolla is an international payment solution provider for online games, offering tools to launch, monetize, and scale games worldwide with local payment methods and fraud prevention.

Internet Software & Services
251-1K
Founded 2005

Description

  • Own the recommendation engine as a product, including ranking, relevance, and the model roadmap.
  • Define the objective, constraints, guardrails, and kill conditions for the ranking system.
  • Own the metric definitions the team uses to evaluate performance and business impact.
  • Collaborate on ML frameworks, experiment design, holdouts, and rollback decision rules.
  • Partner with data science to analyze model readouts and communicate outcomes to business stakeholders.
  • Contribute the ranking perspective to the broader ads roadmap where pricing, identity, and event telemetry intersect.
  • Set and defend clear decision standards for model and experiment readouts.
  • Translate model performance into business and revenue impact without overclaiming.

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 modeling concepts such as classification, regression, probability calibration, predicted conversion rate, and expected-value objectives.
  • Hands-on experience with ML and data platforms such as Snowflake, BigQuery, Spark, Airflow, dbt, MLFlow, Vertex AI, and feature stores.
  • Proven experience 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.
  • Strong SQL skills and comfort reading application code to verify claims.
  • Excellent written communication and stakeholder management across technical and non-technical audiences.
  • Bachelor's or Master's degree 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.

Interested in this position?

Apply directly on the company website

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