P
Posted 7 hours ago
Software Engineer II, Machine Learning
PoshmarkSoftware Engineer II, Machine Learning
Requirements
2-3 years software engineering experience, Data intensive application experience, Understanding of ML lifecycle, Spark and SQL proficiency, Backend API experience
Skills
PythonPyTorchKubernetesSparkDocker
About the role
About the Company
Poshmark is the leading fashion marketplace where style comes alive through discovery, self-expression, and human connection. Powered by a vibrant community of 165 million members, Poshmark brings real people and taste to shopping through a social experience shaped by shared discovery.
Responsibilities
- Build tools and infrastructure to democratize ML
- Productionize ML models in collaboration with the Data Science and other Engineering teams
- Maintain and support existing platforms and evolve to newer technology stacks and architectures
Requirements
- 2-3 years of relevant software engineering experience with data intensive applications
- Good understanding of data science concepts and machine learning lifecycle
- Good understanding of Spark and SQL
- Prior experience with writing backend APIs
- Flexible and open to trying out newer technologies
Preferred Qualifications
- Experience with Flask, Docker, and Kubernetes
- Experience with Redis, Redshift, MongoDB, Kafka, RabbitMQ, or Kinesis
- Experience with sklearn, PyTorch, TensorFlow, or Spark
- Experience with Mlflow, Sagemaker, Kibana, or Airflow
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Poshmark · Redwood City
