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Senior Machine Learning Engineer
2 months ago
We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Sephora, a leading beauty retailer within the LVMH family. As a key member of our technology team, you will play a critical role in driving the operationalization of AI/ML initiatives across the enterprise.
Key Responsibilities- Deliver projects to operationalize AI/ML models across the enterprise, including acting as a center of excellence to drive adoption of ML/AI by autonomous, domain-specific engineering pods.
- Build, maintain, and improve a suite of new and existing AI/ML systems.
- Implement end-to-end solutions for both real-time and batch algorithms along with tooling for monitoring, logging, automated testing, performance testing, and A/B testing - including integration with existing enterprise systems and customer-facing digital systems.
- Collaborate with Product, Engineering, and Business teams.
- Write efficient, well-organized software to ship products in an iterative, continuous-release environment.
- Good communication skills, with the ability to explain complex technical concepts to technical and non-technical audiences.
- 4+ years' experience in software/application engineering.
- 2+ years' experience developing and deploying machine learning systems into production.
- 2+ years' experience with at least one cloud platform (Azure, GCP, AWS) and associated ML services, including Databricks.
- Strong understanding of fundamental computer science concepts, software design best practices, software development lifecycle, and common machine learning design patterns.
- 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.
- Experience working with a variety of relational SQL and NoSQL databases.
- Solid and practical understanding of data pipelines and tools.
- Expertise managing changes in object-oriented applications.
- Experience working with distributed systems, service-oriented architectures, and designing APIs.
As a Senior Machine Learning Engineer at Sephora, you will enjoy a competitive salary range of $142,000 - $175,300, depending on your qualifications and experience. You will also be eligible for a generous benefits package, including comprehensive health, dental, and vision plans, a superior 401(k) plan, various paid time off programs, employee discount/perks, life insurance, disability insurance, flexible spending accounts, and an employee referral bonus program.
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, ancestry, citizenship, gender, gender identity, sexual orientation, age, marital status, military/veteran status, or disability status. Sephora is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities.
