Staff Machine Learning Engineer (L4)
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The role
Scope, design, and deploy scalable ML solutions in production at global scale.
Collaborate with product managers and engineers to define requirements and roadmaps.
Develop and validate both deep learning and traditional ML models with a focus on performance and robustness.
Build robust batch and real-time data pipelines and integrate with data platforms and software engineering teams.
Demonstrate end-to-end understanding of applications and the rationale behind models and systems; lead experimentation to inform product decisions.
Mentor teammates and uphold engineering standards through code reviews, testing, monitoring, and agile practices.
Collaborate with product managers and engineers to define requirements and roadmaps.
Develop and validate both deep learning and traditional ML models with a focus on performance and robustness.
Build robust batch and real-time data pipelines and integrate with data platforms and software engineering teams.
Demonstrate end-to-end understanding of applications and the rationale behind models and systems; lead experimentation to inform product decisions.
Mentor teammates and uphold engineering standards through code reviews, testing, monitoring, and agile practices.
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