20 Aug
|
Warner Bros. Discovery
|
Hyderabad
20 Aug
Warner Bros. Discovery
Hyderabad
Senior Machine Learning Engineer (Consumer Team), Hyderabad
What You ll Do
Technical Leadership Architecture
Design and operate low latency online serving systems for fraud scoring, message decisioning and real-time personalization
Build ML models for identity resolution, audience intelligence, content affinity modeling, genre-preference modeling and time-series forecasting across global markets
Integrate with personalization systems to consume in-app user signals
Design feature pipelines that fuse real-time streaming signals with batch-computed features for online scoring
Partner with Product, Engineering, and Data Science to translate business problems into well-scoped ML solutions
Evaluate recent technologies and approaches, including DCR-native modeling, graph ML, agentic ML orchestration, and LLM-augmented pipelines, with transparent build/buy/partner recommendations.
Production ML Systems
Architect probabilistic identity resolution systems that connect unauthenticated device IDs and first-party cookies to households/persons with calibrated confidence across WBD brands.
Lead the evolution of Audience Intelligence, including ML Promo Optimizer, STAT v2, lookalike modeling inside Snowflake DCR, and content segmentation.
Own ML architecture for forecasting use cases such as audience growth, demand, yield, and pricing, ensuring models are monitored and continuously improved.
Bring ML personalization signals, such as genre/content affinity and engagement trends, into batch and future real-time activation paths.
Experimentation, Quality Observability
Design offline and online evaluation approaches with explicit baselines, success metrics, experiment design, and promotion criteria.
Improve feature and label quality, leakage prevention, bias checks, calibration, explainability where applicable, and impact measurement.
Identify technical risks early, document tradeoffs, and drive mitigation plans with engineering, data, product, and business partners.
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📌 Senior Machine Learning Engineer Hyderabad
🏢 Warner Bros. Discovery
📍 Hyderabad