Related skills
machine learning mlops architecture personalization recommender systems📋 Description
- Lead and support managers building platform systems for personalized recommendations
- Set the technical vision for targeting, serving, evaluation, and AI systems
- Decide which capabilities to standardize to avoid complexity
- Guide incremental platform evolution for continuous delivery
- Partner with product, data science, and engineering to align squads
- Contribute to architecture decisions and production problem solving
🎯 Requirements
- You have experience building and operating ML systems at scale in consumer-facing products
- You have worked on recommendation systems, ranking, or content delivery and ML workflows
- You bring strong platform thinking; decide when to build shared capabilities vs product-specific solutions
- You are comfortable with modern AI tools and understand their impact on software development
- You have led teams through change, supporting adoption of new technologies or ways of working
- You collaborate across disciplines to align teams with different priorities
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