Poshmark
Senior Staff, Machine Learning Engineer
US California (Redwood City) - Office · Staff+
Sponsorship not specifiedDetected 50 days ago
PythonScalaDistributed SystemsAlgorithmsMongoDBRedshiftJenkinsMachine LearningTensorFlowPyTorchSparkAirflowData ScienceResearch
About the role
- ABOUT POSHMARK Poshmark is the leading fashion marketplace where style comes alive through discovery, self-expression, and human connection.
- Poshmark empowers sellers to grow meaningful businesses, keeps fashion in circulation longer, and gives shoppers access to unique and trusted finds, from everyday pieces to one-of-a-kind vintage and luxury.
- Big Data team is a central player in the Poshmark organization.
Responsibilities
- Explore large datasets, research and develop algorithms/models to solve interesting business problems.
- Develop best practices and tools to enable robust delivery of features
- Design and improve architecture in order to ensure horizontal scalability at all layers
- Buying and selling fashion feels simple, joyful, and personal, while every item tells its own story.
- Our goal is to democratize data, support exploding business, build data and ML pipelines to fuel existing and new business critical initiatives.
- You will be responsible for building and owning the next-generation of algorithms and systems that would have critical business impact for Poshmark and improve the user experience for our millions of users
Nice to have
- Understanding of distributed systems, and large scale engineering challenges is plus.
Benefits
- Design and code highly scalable, machine learning applications processing large volumes of data.
- Collaborate with multiple teams - data science, business, engineering and help deliver Machine learning based Data products across the company.
- Strong background in Machine Learning with deep understanding of algorithms and modeling techniques
- 6+ years of overall software development experience with at least 4+ years of industry experience applying Machine Learning to concrete problems
- Great coding skills and strong software development experience with Big Data technologies & Machine Learning frameworks like SparkML, TensorFlow, PyTorch, Keras
- We are looking for exceptional, creative and passionate Machine Learning engineers to join our ML and Big Data Team.
Company info
- Our mission is to build a world-class big data platform to bring value out of data for us and for our customers.
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This listing is sourced directly from Poshmark's careers page and normalized into a canonical job model.