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Staff Machine Learning Engineer, Data Flywheel

🕒 2 days ago
Machine LearningC++PythonData Mining

📜 Description

  • Create large scale data sets and training recipes, develop methods and recipes for human and machine labeling of data sets
  • Develop methods for data mining and recipes for automated data collection/model update flywheels
  • Develop methods and recipes for evaluating real-world performance of models, and detecting regressions in model updates
  • Understand the data needs of the problem domain team and design scalable infra solutions that support model improvement and product expansion
  • Design, build and implement ML data infra and validate the changes to support the continuing scaling of VLM data needs
  • Collaborate with ML infrastructure teams and the problem domain team to address issues and bottlenecks and streamline validation

🛠️ Requirements

  • A degree in Computer Science, Engineering, or a related technical field
  • 4+ years of professional experience in the field of software engineering and machine learning
  • Proficiency in C++ and Python
  • Experience in designing distributed systems processing data at scale, especially ML data infra
  • Good foundational understanding of ML principles and SOTA methods
  • Passionate about building world-class ML infrastructure
  • Strong communication skills
  • Experience with implementing data compliance & data governance solutions
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