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Senior Manager, AI/ML, Engineering
1 month ago
We are seeking a highly skilled Senior Manager to lead our Machine Learning Engineering team at Sephora. As a key member of our technology team, you will be responsible for driving the development and deployment of AI/ML models across the enterprise. This is an exciting opportunity to join a dynamic team and contribute to the growth and success of Sephora.
Key Responsibilities:
- Manage and execute AI/ML model operationalization across the enterprise, including acting as a center of excellence to drive adoption of ML/AI by autonomous, domain-specific engineering pods.
- Optimize existing ML software systems.
- Develop reusable tools and automated processes to support development and deployment of ML systems.
- Architect, build, maintain, and improve suite of new and existing AI/ML applications and systems.
- Keep up to date with technical productionization of ML systems.
- Implement tools to facilitate monitoring, logging, and testing algorithms and technical performance of ML systems (automated, performance, A/B testing).
- Collaborate cross-functionally with product and engineering teams.
- 10+ years' experience in software/application engineering.
- 6+ years' experience developing and deploying machine learning systems into production.
- 5+ years' experience with at least one cloud platform (Azure, GCP, AWS) and associated ML services, including Databricks.
- 3+ years' experience architecting end-to-end ML/AI systems in an enterprise environment.
- 2+ years' experience mentoring and managing ML engineers, data scientists, or core engineering talent.
- Strong understanding of fundamental computer science concepts, software design best practices, software development lifecycle, and common machine learning design patterns.
- A leader in modern software engineering methodologies, e.g., Agile, unit testing, test automation, continuous integration, code reviews, design documentation.
- Exceptional in advanced Python programming for AI.
- Expertise working with: Spark, Kafka, and GenAI models and services.
- Solid understanding of foundational machine learning concepts and algorithms, including GenAI.
- Proven experience deploying stable, real-time ML systems.
- Experience optimizing the model training process for deep learning frameworks such as PyTorch, Tensorflow, Keras, or similar.
- Retail experience is a plus.
Sephora is a leading beauty retailer within the LVMH family, with a global presence and a commitment to innovation and excellence. We are united by a common goal - to reimagine the future of beauty. Our team is passionate, talented, and dedicated to delivering exceptional results. We offer a comprehensive benefits package, including medical benefits, generous vacation/holiday time off, commuter benefits, and more. Join us and be part of a dynamic team that is shaping the future of beauty.
