Senior Software Engineer, Artificial Intelligence
2 weeks ago
Sephora is seeking a highly skilled Senior Machine Learning Engineer to join our technology team. As a key member of our data science team, you will be responsible for driving the operationalization of AI/ML initiatives across the enterprise.
About the Role:
This is an exciting opportunity to work on a broad set of domains that power a data-driven transformation of our standard business procedures across channels. You will support the Data Science team in deploying novel algorithms and optimizing existing machine learning systems to maximize their value and increase consumer satisfaction at every brand touchpoint.
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.
- Communicate complex technical concepts to technical and non-technical audiences.
Requirements:
- 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.
- Advocate for 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.
- 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.
What We Offer:
- Comprehensive medical benefits.
- Generous vacation/holiday time off.
- Commuter benefits.
- Summer Fridays (half-days every Friday between Memorial and Labor Day).
- Product discount and free product throughout the year.
- Opportunities for professional growth and development.
About Sephora:
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 and inspire our customers, empower our teams, and help them become the best versions of themselves.
Join Our Team:
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.
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