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SeniorFull-timePythonJavaKubernetesDockerMongoDBRedisMachine LearningData ScienceTensorFlowPyTorch
Salary Range
$26,520 - $35,880 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
Poshmark is seeking a Senior Machine Learning Engineer to join their central Machine Learning team. This role involves building a world-class machine learning platform to extract value from data and drive value across the business chain including search, personalization, fraud detection, and catalog digitization.
Key Responsibilities
- →Manage the entire ML lifecycle from data collection to deployment and monitoring
- →Collaborate across teams such as Data Science, QA, Infrastructure, and other engineering teams to productionize ML models
- →Write and optimize code for production environments, ensuring the robustness and reliability of ML services at scale
- →Manage and support current solutions while evolving them to incorporate newer technologies
- →Stay updated with the latest developments in data science and machine learning
Requirements
- ✓4+ years of experience applying Machine Learning to concrete problems at large scale
- ✓Bachelor's or Master's in Computer Science, Statistics, or related field
- ✓Strong computer science fundamentals with the ability to write algorithms with ease
- ✓Solid understanding of Data Science and ML fundamentals – Regression, Classification, Tree-based approach, Neural network, and sequence-based models
- ✓Working experience with at least one ML model: LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc.
- ✓Excellent understanding of the ML lifecycle
- ✓Good understanding of system architecture and knowledge of big data technologies – streaming architecture, data pipelines, etc.
- ✓Experience with Python, SQL, Java or Scala
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